Free Binary Options Signals - 2020's Best Signal Services

Tech's Plan after Suppressing Wave One

I did not think we'd get here. COVID cases are in the single digits, and many cases are off-campus ( Test positivity rates are incredibly low ( I think we can say that Georgia Tech has navigated through it's first wave of COVID cases.

How did this happen? I'm not an epidemiologist, and even Dr. Fauci himself wouldn't be able to give you a 100% correct answer, because nobody can give you a 100% correct answer - there are too many unknowns. But, we can look at a few factors.

1.) Modified herd immunity threshold. Immunity is likely a real phenomena with COVID-19. Yes, there are now 7 confirmed cases of reinfection, but immunity is not a binary thing. It is not as if every person infected with COVID will either be immune, or they will be as unprotected as the rest of us. It's likely that the majority of COVID cases will gain some sort of immunity, and some will gain no immunity. For the sake of simplicity, let's just assume everyone infected with COVID at our campus has immunity.
Georgia Tech has, in total, around 900 positive COVID cases. There are ~14,000 people on campus if you wildly extrapolate from a few surveys taken on this subreddit - if anyone could find where the actual number is, it would be helpful. Additionally, around 5-10% of the US was probably infected in the original Feb-March surge, which would be 700-1400 people. This brings us to 1600-2300 immune people in a population of 14000.
The herd immunity threshold is given by (1-1/R0). Uncontrolled, the R0 for SARS-CoV2 is ~4. This means roughly 75% of the populace must be infected to gain "true immunity" - IE, you can do whatever you want, no distancing, no masking, etc. Obviously this is a bad idea. But, we aren't letting SARS-Cov2 spread uncontrollably. Mask compliance is high, people are trying to distance, people are washing their hands more often, etc. R0 is a function of environmental parameters as well - increasing distancing and hygiene decrease your R0. So what is the R0 with distancing and masking? That's a big question, but estimates from New York and Western Europe say it was somewhere around 0.8-1.1. A college campus will have a higher R0 than a typical state or nation, so we'll shift this up to 1.1-1.3.

This brings our herd immunity threshold to anywhere between 9-23%. We currently have in the range of 11.5%-16%, and some cases on campus may have gone totally undetected. Here's a twitter thread by an MIT data scientist if you want to read more about the "modified herd immunity" phenomena.

2.) The people who took the most risks have already gotten COVID. Anecdotally, and logically, this makes sense. People going to bars, frat parties, etc have already been infected, and that was our "first wave". Unfortunately, I don't know how to quantify this in any meaningful way, but it is probably a factor.

3.) Behavior change. People could've seen the surge in cases and decided to be more careful - get tested weekly, avoid indoor dining, go to the CRC early in the morning when it's less crowded rather than in the middle of the day, etc. This would lower R0 as well and aid with point 1, although again, I don't know how to meaningfully quantify this. But it is a possible factor.

If you made it through the above, congratulations.

The question now is what Tech should do. Frankly, I feel like I am wasting both money and time this semester. This is unavoidable, and not Tech's fault or USG's fault - just a virus doing it's thing. But, just as governments - those of New York, China, South Korea, Germany, etc - gradually eased back on restrictions as the first curve was crushed, I believe Tech can and should do the same. We should not throw the floodgates open and let all hell break loose - but I think we can slowly loosen the screws in a manner that improves educational experiences, and in a way that avoids a second wave. Remote learning sucks. At least for intro classes, there is far better free material on Coursera - made by people who know how to deliver content online and who have been doing it for years - as opposed to professors who were thrown into this a few months ago.

As we all know, many "hybrid" courses are pretty much all online. I'd suggest the OPTION - for both professors and students, mandates are a god awful idea - to have more in-person hybrid sections. This won't give me my money's worth - but it'll give us something. As of now, I have three hybrid classes - and yet have not had a single in person class. These classes can be conducted in a safe, distanced/masked manner, as to keep our R0 low and keep reaping the rewards of the "modified herd immunity" discussed above. This might be difficult to implement in the middle of this semester, but I think it can be implemented next semester, in the absence of mass vaccination until (in the most optimistic case) February-March.

Other things include opening up lounges in dorms. Also, I know visiting other dorms is technically banned, but everyone I know is ignoring that rule. Many people aren't even aware of that rule - might as well just get rid of it if compliance is close to nil. But, I'd prefer more in-person classes above all else.

This was a long post. Ultimately, COVID is a game of trades - we could lock everyone in their homes until there's a vaccine, but that would destroy our society. We could let everyone run wild until there's a vaccine - again, that would destroy our society. It's a multivariate optimization problem, where we are trying to maximize safety, education, and the student experience. I'm just a dude trying to help us find that maximum.

TLDR: COVID-19 first wave beaten due to number of factors. More in-person classes would be nice.
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Forex Signals Reddit: top providers review (part 1)

Forex Signals Reddit: top providers review (part 1)

Forex Signals - TOP Best Services. Checked!

To invest in the financial markets, we must acquire good tools that help us carry out our operations in the best possible way. In this sense, we always talk about the importance of brokers, however, signal systems must also be taken into account.
The platforms that offer signals to invest in forex provide us with alerts that will help us in a significant way to be able to carry out successful operations.
For this reason, we are going to tell you about the importance of these alerts in relation to the trading we carry out, because, without a doubt, this type of system will provide us with very good information to invest at the right time and in the best assets in the different markets. financial
Within this context, we will focus on Forex signals, since it is the most important market in the world, since in it, multiple transactions are carried out on a daily basis, hence the importance of having an alert system that offers us all the necessary data to invest in currencies.
Also, as we all already know, cryptocurrencies have become a very popular alternative to investing in traditional currencies. Therefore, some trading services/tools have emerged that help us to carry out successful operations in this particular market.
In the following points, we will detail everything you need to know to start operating in the financial markets using trading signals: what are signals, how do they work, because they are a very powerful help, etc. Let's go there!

What are Forex Trading Signals?
Before explaining the importance of Forex signals, let's start by making a small note so that we know what exactly these alerts are.
Thus, we will know that the signals on the currency market are received by traders to know all the information that concerns Forex, both for assets and for the market itself.
These alerts allow us to know the movements that occur in the Forex market and the changes that occur in the different currency pairs. But the great advantage that this type of system gives us is that they provide us with the necessary information, to know when is the right time to carry out our investments.
In other words, through these signals, we will know the opportunities that are presented in the market and we will be able to carry out operations that can become quite profitable.
Profitability is precisely another of the fundamental aspects that must be taken into account when we talk about Forex signals since the vast majority of these alerts offer fairly reliable data on assets. Similarly, these signals can also provide us with recommendations or advice to make our operations more successful.

»Purpose: predict movements to carry out Profitable Operations

In short, Forex signal systems aim to predict the behavior that the different assets that are in the market will present and this is achieved thanks to new technologies, the creation of specialized software, and of course, the work of financial experts.
In addition, it must also be borne in mind that the reliability of these alerts largely lies in the fact that they are prepared by financial professionals. So they turn out to be a perfect tool so that our investments can bring us a greater number of benefits.

The best signal services today

We are going to tell you about the 3 main alert system services that we currently have on the market. There are many more, but I can assure these are not scams and are reliable. Of course, not 100% of trades will be a winner, so please make sure you apply proper money management and risk management system.

1. 1000pipbuilder (top choice)

Fast track your success and follow the high-performance Forex signals from 1000pip Builder. These Forex signals are rated 5 stars on, so you can follow every signal with confidence. All signals are sent by a professional trader with over 10 years investment experience. This is a unique opportunity to see with your own eyes how a professional Forex trader trades the markets.
The 1000pip Builder Membership is ordinarily a signal service for Forex trading. You will get all the facts you need to successfully comply with the trading signals, set your stop loss and take earnings as well as additional techniques and techniques!
You will get easy to use trading indicators for Forex Trades, including your entry, stop loss and take profit. Overall, the earnings target per months is 350 Pips, depending on your funding this can be a high profit per month! (In fact, there is by no means a guarantee, but the past months had been all between 600 – 1000 Pips).
>>>Know more about 1000pipbuilder
Your 1000pip builder membership gives you all in hand you want to start trading Forex with success. Read the directions and wait for the first signals. You can trade them inside your demo account first, so you can take a look at the performance before you make investments real money!
  • Free Trial
  • Forex signals sent by email and SMS
  • Entry price, take profit and stop loss provided
  • Suitable for all time zones (signals sent over 24 hours)
  • MyFXBook verified performance
  • 10 years of investment experience
  • Target 300-400 pips per month
VISIT 1000ipbuilder here

2. DDMarkets

Digital Derivatives Markets (DDMarkets) have been providing trade alert offerings since May 2014 - fully documenting their change ideas in an open and transparent manner.
September 2020 performance report for DD Markets.
Their manner is simple: carry out extensive research, share their evaluation and then deliver a trading sign when triggered. Once issued, daily updates on the trade are despatched to members via email.
It's essential to note that DDMarkets do not tolerate floating in an open drawdown in an effort to earnings at any cost - a common method used by less professional providers to 'fudge' performance statistics.
Verified Statistics: Not independently verified.
Price: plans from $74.40 per month.
Year Founded: 2014
Suitable for Beginners: Yes, (includes handy to follow trade analysis)

3. JKonFX

If you are looking or a forex signal service with a reliable (and profitable) music record you can't go previous Joel Kruger and the team at JKonFX.
Trading performance file for JKonFX.
Joel has delivered a reputable +59.18% journal performance for 2016, imparting real-time technical and fundamental insights, in an extremely obvious manner, to their 30,000+ subscriber base. Considered a low-frequency trader, alerts are only a small phase of the overall JKonFX subscription. If you're searching for hundreds of signals, you may want to consider other options.
Verified Statistics: Not independently verified.
Price: plans from $30 per month.
Year Founded: 2014
Suitable for Beginners: Yes, (includes convenient to follow videos updates).

The importance of signals to invest in Forex

Once we have known what Forex signals are, we must comment on the importance of these alerts in relation to our operations.
As we have already told you in the previous paragraph, having a system of signals to be able to invest is quite advantageous, since, through these alerts, we will obtain quality information so that our operations end up being a true success.

»Use of signals for beginners and experts

In this sense, we have to say that one of the main advantages of Forex signals is that they can be used by both beginners and trading professionals.
As many as others can benefit from using a trading signal system because the more information and resources we have in our hands. The greater probability of success we will have. Let's see how beginners and experts can take advantage of alerts:
  • Beginners: for inexperienced these alerts become even more important since they will thus have an additional tool that will guide them to carry out all operations in the Forex market.
  • Professionals: In the same way, professionals are also recommended to make use of these alerts, so they have adequate information to continue bringing their investments to fruition.
Now that we know that both beginners and experts can use forex signals to invest, let's see what other advantages they have.

»Trading automation

When we dedicate ourselves to working in the financial world, none of us can spend 24 hours in front of the computer waiting to perform the perfect operation, it is impossible.
That is why Forex signals are important, because, in order to carry out our investments, all we will have to do is wait for those signals to arrive, be attentive to all the alerts we receive, and thus, operate at the right time according to the opportunities that have arisen.
It is fantastic to have a tool like this one that makes our work easier in this regard.

»Carry out profitable Forex operations

These signals are also important, because the vast majority of them are usually quite profitable, for this reason, we must get an alert system that provides us with accurate information so that our operations can bring us great benefits.
But in addition, these Forex signals have an added value and that is that they are very easy to understand, therefore, we will have a very useful tool at hand that will not be complicated and will end up being a very beneficial weapon for us.

»Decision support analysis

A system of currency market signals is also very important because it will help us to make our subsequent decisions.
We cannot forget that, to carry out any type of operation in this market, previously, we must meditate well and know the exact moment when we will know that our investments are going to bring us profits .
Therefore, all the information provided by these alerts will be a fantastic basis for future operations that we are going to carry out.

»Trading Signals made by professionals

Finally, we have to recall the idea that these signals are made by the best professionals. Financial experts who know perfectly how to analyze the movements that occur in the market and changes in prices.
Hence the importance of alerts, since they are very reliable and are presented as a necessary tool to operate in Forex and that our operations are as profitable as possible.

What should a signal provider be like?
As you have seen, Forex signal systems are really important for our operations to bring us many benefits. For this reason, at present, there are multiple platforms that offer us these financial services so that investing in currencies is very simple and fast.
Before telling you about the main services that we currently have available in the market, it is recommended that you know what are the main characteristics that a good signal provider should have, so that, at the time of your choice, you are clear that you have selected one of the best systems.

»Must send us information on the main currency pairs

In this sense, one of the first things we have to comment on is that a good signal provider, at a minimum, must send us alerts that offer us information about the 6 main currencies, in this case, we refer to the euro, dollar, The pound, the yen, the Swiss franc, and the Canadian dollar.
Of course, the data you provide us will be related to the pairs that make up all these currencies. Although we can also find systems that offer us information about other minorities, but as we have said, at a minimum, we must know these 6.

»Trading tools to operate better

Likewise, signal providers must also provide us with a large number of tools so that we can learn more about the Forex market.
We refer, for example, to technical analysis above all, which will help us to develop our own strategies to be able to operate in this market.
These analyzes are always prepared by professionals and study, mainly, the assets that we have available to invest.

»Different Forex signals reception channels

They must also make available to us different ways through which they will send us the Forex signals, the usual thing is that we can acquire them through the platform's website, or by a text message and even through our email.
In addition, it is recommended that the signal system we choose sends us a large number of alerts throughout the day, in order to have a wide range of possibilities.

»Free account and customer service

Other aspects that we must take into account to choose a good signal provider is whether we have the option of receiving, for a limited time, alerts for free or the profitability of the signals they emit to us.
Similarly, a final aspect that we must emphasize is that a good signal system must also have excellent customer service, which is available to us 24 hours a day and that we can contact them at through an email, a phone number, or a live chat, for greater immediacy.
Well, having said all this, in our last section we are going to tell you which are the best services currently on the market. That is, the most suitable Forex signal platforms to be able to work with them and carry out good operations. In this case, we will talk about ForexPro Signals, 365 Signals and Binary Signals.

Forex Signals Reddit: conclusion

To be able to invest properly in the Forex market, it is convenient that we get a signal system that provides us with all the necessary information about this market. It must be remembered that Forex is a very volatile market and therefore, many movements tend to occur quickly.
Asset prices can change in a matter of seconds, hence the importance of having a system that helps us analyze the market and thus know, what is the right time for us to start operating.
Therefore, although there are currently many signal systems that can offer us good services, the three that we have mentioned above are the ones that are best valued by users, which is why they are the best signal providers that we can choose to carry out. our investments.
Most of these alerts are quite profitable and in addition, these systems usually emit a large number of signals per day with full guarantees. For all this, SignalsForexPro, Signals365, or SignalsBinary are presented as fundamental tools so that we can obtain a greater number of benefits when we carry out our operations in the currency market.
submitted by kayakero to makemoneyforexreddit [link] [comments]


51 Bakehouse Rd
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The vfxAlert software provides a full range of analytical tools online, a convenient interface for working with any broker. In one working window, we show the most necessary data in order to correctly assess the situation on the market. The vfxAlert signals include direct binary signals, online charts, trend indicator, market news. You can use binary options signals online, in a browser window, without downloading the vfxAlert application.
submitted by VFXALERT5 to u/VFXALERT5 [link] [comments]

vfxAlert - Binary Options Signals

vfxAlert - Binary Options Signals
What are the vfxAlerts?
Alerts - are necessary just for sending signals to telegram bot. 1 Alert = 1 sent signal. To use Alerts you would like a professional account
- what's signals profit?
Profit doesn't depend upon signals - profit depends on the trader and his trading strategy. we've an enormous amount of users and every one of them use an equivalent signals, but all traders trade alternative ways . That way some traders win the opposite lose. The signal power is decided supported the signal statistics. Shows the past, that is, the share of positive leads to an equivalent market situation within the past.
In trading there are an enormous number of things that a trader must consider:
The quotes difference among brokers. Small market movements Current trading session Time for news Trends
Signals for binary options, Best binary options signals, Free Binary Options Signals, Binary Options Signals, binary signals, binary options signals software
vfxAlert may be a service of signals and statistics. vfxAlert may be a trader's tools. Each trader must create his own trading strategy that has not only signals but also such things as:
Sort of strategy (Reversal or trending, mixed - just for experienced traders) Rules for entering the market Currency pairs (trading strategies don't always work an equivalent on different currency pairs) Money management Trading time Stop-Loss Earn only those traders who strictly follow their trading strategy. All other traders simply play gambling.

Signals for binary options | Free Binary Options Signals
Process: Choose license at the shop -> pay -> write to [email protected] about payment.
Here payment details:
Skrill: temporarily unavailable Perfectmoney: U14840169 After payment sends to email - [email protected] next information:
Type of license Account email or login name Pro account will activate during 24 hours.
submitted by vfxAlert3 to u/vfxAlert3 [link] [comments]

vfxAlert - Signals for binary options

vfxAlert - Signals for binary options
vfxAlert it's a tool for a binary options traders which they will use in their own trading strategies. Using vfxAlert assumes that the users are conversant in the essential principles of the forex market. and that they understand the principles of technical analysis and statistical methods. There are two main ways the way to use vfxAlert:
Create a trading strategy supported signals of vfxAlert. Using adaptive algorithm for confirmation signals of existing trading strategy. Especially For Beginners Most of you think that binary options it's easy, that's absolutely wrong. Please feel the difference between easy to trade and simply earn money. Binary options are easy to trade - that's true...
But successful trading requires discipline and strict compliance with the principles of the trading strategy.
It's are going to be very difficult to know what exactly vfxAlert propose and the way to use of these statistical data. Our recommendation is to use free signals within the free version and learn technical analysis and statistical principles.
Trade 2 hours per day less . Trade at an equivalent time a day . Trade long-term signals. (Min. 5 min expiration time) Learn about assets what you getting to trade. How price moves in several trading sessions. See how trend influence on signals profitable. See how heatmaps&power influence on signals profitable. Analyse your trading statistics. Trade on demo-account. After one month you'll feel the market and possible you'll be ready to create your first trading strategy.
Signals for binary options, Best binary options signals, Free Binary Options Signals, Binary Options Signals, binary signals, binary options signals software
!Important: Signals aren't a recommendation for action. Signals are the results of marketing research on a specific algorithm, a trader has got to understand how signals are formed, and what's current market tendencies to form the proper decision.

Signals for binary options
!Important: vfxAlert don't offer trading strategies. vfxAlert offer signals and real-time statistics counting on current indicators values. See below:
The trading strategy may be a system of rules, on the idea of which the trader makes his own decisions. Such a system is made only on the idea of individual trading experience, gleaned knowledge and purchased skills. The strategy allows a deep understanding of the structure of the market and therefore the mechanisms of its operation, therefore, the exchange player makes decisions supported the present situation. On the idea of a private strategy, a trader can develop several trading systems and use them counting on market conditions. The strategy always takes under consideration fundamental factors, statistical data, also because the basic postulates of risk and money management.
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Escape from Tarkov New Player Guide 2.0: 75 Pages and packed with all the information you could ever need for success!


Greetings, this is dumnem, also known as Theorchero, but you can call me Theo. I'm an experienced Tarkov player and I'm writing this guide to try and assist new Tarkov players learn the game, because it has one hell of a learning curve. We'll be going over a lot of different aspects of this guide, and it is going to be huge. Feel free to digest this in parts.
Additionally, this is a work in progress. I will write as much as I can in one Reddit post, but subsequent parts will be in additional comments. Google Docs Version (Note: Link is placeholder atm, but here is a sneak preview!)
Disclaimer: Tarkov recently updated to .12! That's a HUGE amount of information that I need to update. Please be patient! If there is anything I have gotten wrong or may have omitted, please let me know.
This is Primarily directed towards Tarkov Novices, but should be useful for even Tarkov Veterans. It hopefully includes everything you need to know to be able to go into a Raid equipped for success and to successfully extract with gear.
Want to play with friends? Want to have fun and learn Tarkov? Check out my discord here.


  • [Updated for .12]
  • Money making strategies completed.
  • Minor grammar adjustments, adding additional medical items.
  • Added additional resources, updated old ones.
  • Hideout section complete

Table of Contents

  • Tarkov Overview - What is Escape from Tarkov?
  • Tarkov Resources - Useful links
  • Tarkov's Maps
  • Tarkov's Health System
  • Tarkov's Hideout System
  • Tarkov's Quest System and Progression
  • Tarkov's Hotkeys to Know
  • Getting Started
  • Player Scavs
  • New Player's loadouts - LL1 Traders
  • What to Loot - How to get the most money per slot
  • Stash Management - How to combat Gear Fear
  • Tarkov Economy - How do I make money?
  • What now?

Tarkov Overview - What is Escape from Tarkov?

Escape from Tarkov is a tactical, realistic, FPS with MMO elements developed by Battlestate Games. It is currently in closed Beta. The game features several maps in which your primary character, your PMC, goes into Raids in order to find and salvage loot and useful equipment to survive and thrive in Tarkov. Death is very punishing in Tarkov. If you die you lose everything you had on you when you die (with the exception of what's inside your Container and your melee weapon) including any equipment you brought with you or what you found inside the Raid.
Enemies can be players (PMCs) or Scavengers ('Scavs') that are either controlled by AI or by players. Unlike many shooters, AI enemies in Tarkov are deadly - they can and will kill you on sight. They have recently been upgraded to act more intelligently, shoot more accurately, and react to situations on the map, such as investigating noise of gunfire or searching. It features beautiful and immersive environments, intricate and in-depth weapon modification system, a complex health system, dynamic and specific loot placement, and multiple options for engagement. Do you want to play slow and stealthy, to avoid fights, or set up a deadly ambush on an unwary foe? Or do you prefer raw combat, where only your quick wit, placements of shots, and tenaciousness determines who gets out alive? It's your Tarkov. You make the rules.

Tarkov Resources - Useful links

I take no credit or responsibility for any of the content in these links. To the best of my knowledge, these are updated consistently and are accurate, but user beware.

Quick-Reference Ammo Chart

An updated ammo chart can be found on the wiki.

Tarkov Wiki

Absolutely fantastic resource. You can visit them here.
It is a massive collection of everything that we players have been able to find.
They contain trades, user-created maps, lists of ammo, parts, weapons, loot, etc. If it's in the game, it's on the Wiki, somewhere.
I highly recommend opening the wiki page for the Map that you plan on raiding in.
The Lab ('Labs')

Map Keys and You

Huge collection of all the keys in the game. These are also on the wiki, but this page has them all on one page, and tries to inform the user if the key is worth keeping or using.
Check it out here.
This section is open to revision. Mention me in a thread (or in the comments below) about a resource and I'll see about adding it here.

Tarkov's Weapon Compatibility Guide

Pretty self explanatory. Also includes a Key guide and a Mod guide.
Check it out here.

HUGE Reference Bible by Veritas

Courtesy of Veritas (Send me his reddit username?), It's located here. (Open in new tab.) Contains: Detailed information about: Ammunition, Health, Firearms, Body Armor, Helmets, Rigs & Backpacks, Labs & Quest keys. Outdated! Needs to be updated for .12

Offline Raids - Player Practice

Offline raids is a feature added for testing and learning purposes for both new and veteran players alike. It is an incredibly useful tool.
In an offline raid, your progress is not saved. This means you don't keep anything you find, keep any experience 'earned' if you successfully extract, or lose any gear when/if you die. To access OFFLINE Raids, head into a Raid normally until you see this screen. Then Check the box indicating that you want to do an OFFLINE raid and you're good to go! You even have a choice on whether or not to add AI. You can also control how many AI enemies spawn, fewer than normal or a great deal more! You can even make Scavs fight each other. (Framerates beware.)
You can control how many scavs spawn (if any) as well as a number of other paramaters. New players should use offline raids as a tool to practice shooting, controls, movement, etc.

Tarkov's Maps

Tarkov features several maps - ranging from wide, beautiful vistas to ruined factory districts, to an abandoned laboratory where illegal experiments were being conducted. It is important to learn the maps you intend to play. In order to keep your gear, you must 'extract' at one of your designated exfiltration points. Not all extracts will be active every game, and some are conditional.

To see what extracts are available to you, double tap 'O' to show raid time and your exfils. If it has a ???? it might not be open.


Gate 3 Extract
A small, fast-paced map that was primarily created for PvP. Scavs spawn in all the time. Very close quarters, shotguns and SMGs tend to dominate here. PMCs can only access one Exit (Gate 3) without the Factory Exit Key. Good place to go if you need PMC kills as action is pretty much guaranteed. It is recommended NOT to bring in a lot of gear to Factory until you are experienced.
Factory Map in PvP is best played in Duos - due to the layout of the map, a Maximum of 6 PMCs may be present in the game. Due to the split spawn points, you effectively have 'sides' that have up to 3 spawn locations that are close together. This is why it is recommended to secure/scout enemy spawn locations. If you go in with a Duo, you at max have 2 players on your side for an even 2v2, and if played smartly you can eliminate them and know your 'side' is secure from aggression for the time being.
Upon loading in, scavs usually take a couple minutes to spawn, though this depends on the server in question and isn't super reliable. For new players, the best loadout in Factory is going to be a MP-153 Loadout - using just an MBSS (or similar bag) and ammo in your pocket to fight other players and Scavs. Scavs will often spawn with AKs and other 'vendorable' weapons, so is a good source of income.
Factory is also one of the best maps to Scav into, as Scavs can typically avoid the Exit camping strategy employed by a lot of weaker or newer players in order to secure gear, because they typically have extra exfiltrations whereas PMCs without the Factory Exit Key are stuck using Gate 3.
If you go in with a modicum of gear, it is recommended to keep at least a flashbang (Zarya) in your container. This will allow you to quickly slot it into an empty chest rig or pocket so you can throw it into the exit door, this will flash enemies and is cheap to do - the one time you survive because you flashed the 3 exit campers using shotguns will make this strategy extremely valuable.


Extract map
A fairly large map that was recently expanded and is expected to receive an overhaul within a patch or two, due to the choke point design of the map. Essentially, players spawn either on 'warehouse' or 'boiler (stacks)' side. If you see a large red warehouse ('big red') near you (Customs Warehouse), then you spawned on the warehouse side. If you don't, you likely spawned near Boiler side. Players can also spawn in several places in the woods North of boilers.
This map has the most quests in the game. Geared players often come to customs to challenge other squads over Dorm loot and to fight a Scav boss. New players are usually trying to do one of several early quests, such as ‘Debut’ which tasks them with killing 5 scavs on Customs and acquiring 2 MR-133 shotguns (pump shotties) from their corpses. Construction is also a popular hotspot as it has a lot of scav spawns as well as the location for the Bronze Pocketwatch, which is Prapor’s second quest.
Customs itself does not offer very much loot on average. There are several spots which can contain decent, but the vast majority is located in a couple different locations.
Dorms is the best loot location for Customs. It has two sets, 2 story and 3 story dorms. They each have their own sections of good loot, but the best is considered to be 3 story dorms, due to the presence of the Marked Room. The marked room requires a marked key to open, and has a good chance to spawn rare loot, such as keytools, documents cases, weapons cases, and high-end weapons. Due to the nature of the high value of this room, it’s almost always contested and it’s one of the best rooms in the game to farm, albeit with difficulty to successfully extract with the loot found. Note, though the key required has a maximum amount of uses, it is a fairly cheap key, and worth buying if you like to run customs and go to Dorms.
Dorms also has a ton of early quests (Operation Aquarius, for one) with some keys being valuable to use, but most dorms keys aren’t worth that much on the market. There’s too many to list here, but make sure to check the Map Keys and You at the top of the guide to determine what the value of a particular key is.
Checkpoint (Military Checkpoint) is also a decent loot spot, though not nearly as good as Dorms. If you have the key, it has a grenade box and 2 ammo boxes which can spawn good ammo. The jacket in the blue car also can spawn good medical keys as well as medical items. It is very close to the gas station, so I’ll include that here as well.
The Gas Station is one of the possible spawn locations for the scav boss. It has loose food items, a weapon box in the side room, with two keyed rooms leading to a safe and a med bag and box. Also contains a couple registers and food spawns on the floor. The emercom key can spawn on the seat in the ambulance out front.
North of the gas station is the Antenna, which contains 3 weapon boxes, a tool box, and a med bag. Possible location for scav boss spawn, albeit rarely, and also spawns regular scavs, like checkpoint and gas station.
Beyond that, there’s scattered loot around the map in different places, but usually not enough to warrant going out of your way for. There’s also scav caches, mostly around the middle road outside construction and around the boiler area.
The scav boss for customs is 'Reshala.’ He has 5 guards that have above-average gear and can be tough to deal with solo. The guards tend to be more aggressive than normal scavs, so they can be a lot to handle but are vulnerable to fragmentation grenades or flashbangs due to their close proximity to one another. Reshala himself has a good chance to have one or more bitcoin in his pockets, as well as his unique Golden TT, which is required for a Jaegar quest and used in conjunction with other Golden TT's to purchase a Tactec, good plate carrier. Reshala may spawn either Dorms (either bldg), New Gas Station, or rarely the tower north of the gas station. Scav bosses are dangerous enemies with escorts that have above-average loot (sometimes great loot) and are hostile to everyone, Including player scavs. Scav guards will approach a player scav and basically tell them to leave the area, and if they walk closer towards the scav boss they turn hostile.
The ‘official’ spawn rate for Reshala is 35%.


Woods Map with Exfil
A very large map that is mostly just a large forest, with the occasional bunker, and the Lumber Mill in the center. The Lumber Mill is the primary point of interest, as it contains a couple quest locations and is the primary location to farm Scavs, as Scavs killed on woods are a good source of end-game keys that are hard to find.
Since the map is so large and open, sniper rifles with scopes usually reign king here. You will see a lot of players with Mosin rifles as they are a cheap way to train the Sniper skill (for a quest later on) and are capable of killing geared players and scavs alike.
Overall, not usually very populated. An early quest from Prapor sends you here to kill a number of Scavs. A good map to learn the game, as although the loot is not fantastic, you can get experience with how the game runs and operates while fighting AI and possibly getting lucky with a key find off a scav.
As of .12, Woods now houses a Scav boss that acts as a Sniper scav. He is incredibly dangerous and usually carries a tricked-out SVDS. The 7.62x54 caliber is not to be underestimated. That caliber can and will wreck your shit through what most players are capable of wearing, especially early on in a wipe. He may also carry an AK-105, so he's going to be dangerous at both short and long ranges.
He has two guards, and he typically patrols the area around the Sawmill, and carries a key to a cache nearby full of goodies. His key is part of a quest for Jaegar.
Woods also has two bunkers, one of them being an extract and requiring a key. Both bunkers have some moderate loot in them, thus worth visiting, though not necessarily worth going out of your way for them. Several quests occur around the sawmill area, which contains a good couple keys that can spawn.


Shoreline Map, with Loot, Exfil, etc
A very large map, notorious for its FPS hit. Generally speaking, one of the better maps for loot. The primary point of interest is the Resort, but scavs spawn there, and is primarily occupied by hatchlings (players only with hatchet, ie melee weapon) and geared players. Resort has great loot, but requires keys to access most of it.
A great map to learn though from new players as the outskirts still contains plenty of loot and combat opportunities with AI scavs. You can hit Villa, Scav Island, Weather station, Docks, etc and come out with a backpack full of valuable gear fairly easily. The Village (Not to be confused with villa) contains a lot of toolboxes which can contain lots of parts used to upgrade your Hideout.
Location of many quests, including a large quest chain where players are required to kill many, many, scavs on Shoreline. For this and other reasons, probably the best map for new players to learn the game with.
A good loot route is to hit the village (caches in it), scav island (2 med bags, 2 toolboxes, 2 weapon boxes, 1 cache), burning gas station (weapon boxes and a safe), pier (potential extract, 2 pcs 2 safes and lots of filing cabinets), and weather station. Scavs may spawn around these areas, but most players just head straight for resort anyway, so you are much less likely to encounter them, especially if you avoid Mylta power (most players hit it on the way to or leaving from the resort). Excellent route as a player scav as well.


Detailed map
Great, great loot area, but very complex map. Old computers might face unique struggles with this map. Features a mostly-binary exfil system like Shoreline, but.. kinda worse. Exfil camping is fairly common on this map, but usually avoidable. Huge map with multiple floors and many many different stores. Communication with teammates is a challenge on this map, but the map is also fantastically detailed.
This map features a lot of loot that depends on the kind of store you're in. It's a great place to farm rare barter materials which are valuable to sell on the Flea market or to use for quests or for hideout upgrades. An early quest (from Ragman) sends you here to kill a large amount of Scavs. I'd recommend getting Ragman to level 2 and accepting his quest asap when going to Interchange, as getting this quest done can take a while as it is and you want all scav kills to count towards progress.
Both the tech stores (Techlight, Techxo, Rasmussen) and department stores (Groshan, Idea, OLI) are the primary places to hit. There’s also Kiba (weapons store) as well as Emercom and Mantis. Players have different strategies, but this map is unique in the sense that it really rewards exploring. Most stores will have things you can grab that are worth quite a bit but are often overlooked. Very popular place to go in as a Player Scav.


Brand new map, chock full of loot. Has more complex extracts than other maps, save for Labs. Excellent place to farm rare barter items, computer parts, and especially military hardware. PMCs have limited extracts, most being conditional, and the ones that aren’t require activation of ‘power’ to turn on the extract, which alerts the map the extract has been opened and can spawn Raiders (more on them below.)
Additionally, has a scav boss by the name of Glukhar, who has multiple heavily armed guards. He has multiple spawn locations and can arrive with the train.

The Lab ('Labs')

Here's a map.
DISCLAIMER: Labs, like much of Tarkov, is under constant development, so issues may be fixed or created without warning. Always check patch notes!
Labs is a very complex map compared to the rest of Tarkov. There is a great deal more exfiltrations but many of them have requirements or a sequence of events needed to be able to extract from them. It is recommended to read the Tarkov Wiki on Labs before raiding there.


Labs is a lucrative end-game raid location, comparable to 'dungeons' in other games. They are populated by tougher enemies that give greater rewards. In order to go to labs, you need to acquire a keycard, this functions like mechanical keys but instead of opening a door, they unlock your ability to select Labs for a raid.
They may be found in-raid in various locations, most notably in scavs backpacks, pockets, and in filing cabinets. They may be purchased from Therapist at LL4 for 189K Roubles. Labs are populated by a unique kind of AI enemy, Raiders.


Raiders are the Labs form of Scavs, or AI enemies. However, unlike other maps, they cannot contain player Scavs. Raiders have a much tougher than your average scav, they are capable of advanced tactics (such as flanking) and throw grenades and use other consumables as a player would. Once 'locked' onto you, they are typically capable of killing you very quickly, even if you are wearing high-end armor.
In Tarkov, Raiders act like the avatars of Death. They are clad in USEC and BEAR equipment, as they are effectively AI PMCs. Many changes have been made to labs and specifically how Raider AI works and to prevent exploits to easily farm them as well as bugs where they could be deadlier than intended.
A general rule of thumb is not to fight Raiders directly. They can and WILL kill you. Raiders can spawn with 7N9, or 'big boy' ammo. This ammunition type is incredibly lethal to players, even those wearing the toughest armor. If you get shot in the head, doesn't matter what kind of helmet, face shield, killa helmet, etc you are wearing, you will almost certainly die.
Because Raiders are controlled by AI, they have zero ping. They may also end to immediately respond as if you were aggressive even if they did not originally know you were there - ESP Raiders effectively will prone and return fire even as you ADS and put them in your sights.
This is why engaging a Raider must be done very, very carefully. There are a few strategies that you may employ, most commonly some form of baiting them towards an area and then killing them when they arrive. Players may accomplish this by generating noise - gunfire, melee weapon hitting walls, crates, etc, player deaths, players Mumbling (F1 by default) can all attract Raiders to investigate your area.
Due to the high power of Raiders, players often go in with minimal loadouts and seek to avoid conflict with other players, especially geared ones. Most players avoid PvP in Labs, though a good portion of the playerbase thoroughly enjoys hunting down poorly-geared players after they kill a few Raiders for them.
As such, players will lay prone in a hallway, or crouch in a room, and attract Raiders to enter their domicile by opening the door, and immediately headshotting them. Few Raiders actually wear helmets (though some do) so most players specialize in 'flesh ammo' or, ammunition that foregoes armor penetration in favor of raw damage in order to kill Raiders more reliably, because Raiders have slightly higher head health than PMCs do.
Raiders spawn with a great variety of equipment, weapons, armor, and materials such as medication or hideout parts. They tend to have chest armor and may have different helmets. Their pockets can contain Labs keycards, morphine, Ifaks, cash, and other items. They're always worth checking.
Raiders are a good source of grenades, they will often have F-1's and Zarya's in their rig or pockets that you can use to fight off players and Raiders alike.
Recently, changes have been made to Labs to make them less profitable so that other maps are more appealing. The cost and rarity of keycards increased, as well as reducing the frequency that raiders spawn, so that they come in more infrequent groups but also tighter in formation, while also lowering the overall output of individual Raiders, so that they are less likely to have a bunch of extra materials, such as grenades and other items.
Experience Farming on Labs
Labs is one of the best places to farm experience in the entire game. Killing a Raider with a headshot awards 1100 Experience. This does not include any looting, inspection (searching bodies), examine, streak, or other experience.
Killing a large sequence of Raiders gives additional bonus experience in the form of Streak rewards, usually 100 bonus exp per additional kill.
Surviving the raid multiplies all of these sources of experience by 1.5x
Changes coming to Labs
Disclaimer: I am not a BSG developer or employee. This is what I have seen on this subreddit and heard elsewhere. Some might be purely rumor, but other points are confirmed by Nikita Labs is undergoing constant changes. Nikita and BSG take feedback seriously, and always consider what the players are telling them. It known that Labs will eventually be accessed via the Streets of Tarkov map, and will require you to enter that map, make it to the labs entrance, and then extract from Labs to return to Streets of Tarkov and exfil from there as well. This will likely add an additional layer of risk to being ambushed for your goodies along your way out, as well as punishing damage taken in labs more severely. Additionally, keycards will have a limited number of uses, and may open more than one room.
The full extent of the changes coming is not known.
Remember, you can load a map in OFFLINE mode to practice against bots or to learn the map without fear of losing gear.

Tarkov's Health System

Tarkov Wiki Article
Tarkov has a very advanced health system, and while it might seem overwhelming at first, you'll get the hang of it rather quickly. It features a very wide variety of effects and injury, including hydration, energy, blood pressure, blood loss, fractures, contusion, intoxication, exhaustion, tremors and more.
Not all of the Health System is implemented yet. Expect changes!
Your character (PMC, or otherwise) has a combined Health of 435. Each of his limbs have separate health. Taking damage to a limb that reduces it to 0 'blacks' that limb. Blacked limbs are a problem. They greatly impair the activities your PMC performs, and taking damage in a blacked limb amplifies the damage by a multiplier and spreads that damage among your other non-black limbs equally. You cannot heal a blacked limb without the use of a Surgical Kit.
Notes: Bloodloss applies damage to the affected limb and can be spread like other damage to a blacked limb. Treat immediately. Also causes significant dehydration! Bloodloss also helps level your Vitality skill, which in turn gives you experience towards your Health skill, which is necessary to reach level 2 of in order to improve your hideout.
Losing a limb applies additional effects. Fractures also apply these effects but not the damage amplification (Except for damage if running on fractured leg.) Fractures require specialized medical kits to heal.
Dehydration is what happens when your Hydration level reaches 0. You can view your Hydration level in your gear page, at the bottom left. Becoming dehydrated is extremely bad. You take constant damage. Taking dehydration damage can kill you if you have a black chest or head. Restoring hydration helps train Metabolism, which improves positive effects from food and drink.
Head/Chest: Bullet damage resulting in losing your head or chest is instant death. Note: Bloodloss resulting in your Head/Chest being black does not result in death, but any damage to them beyond that point will! A back chest will causes you to cough (much like your stomach!)
Painkillers: Prevents coughing that comes from your chest. Doesn't help otherwise.
Stomach: Massively increased rate of dehydration and energy loss. You must find liquids or exit the Raid soon. Additionally, your PMC will cough sputter loudly, attracting attention. A black stomach multiplies damage taken by 1.5 and redistributes that damage across your entire health pool.
Painkillers: Significantly reduces the frequency and volume of the coughs.
Arms: Makes activities like searching, reloading, etc, take additional time, as well as adding a sway, reducing accuracy. Arms have a .7x damage multiplier.
Painkillers: Reduces sway, removes debuff Pain.
Legs: Blacked legs cause your PMC to stumble and be unable to run. Blacked legs have a 1x damage multiplier.
Painkillers: Allows you to walk at full speed and to run.
WARNING: Running while your legs are blacked or fractured WILL DAMAGE YOU.
Health Items
Tarkov features many health items - 'Aid' items, which can be used to restore your characters health and to fix ailments or injuries he receives as the result of combat or mishaps. The two most important health conditions to consider are bloodloss and fractures, which have both been covered above. Some food items may have ancillary effects, such as losing hydration.
Since in the current patch the only ailments to worry about are bleeding and fractures, it changes which health items are most necessary. We'll go over them below.

Health Restoration

Medical Items on Wiki
AI-2 medkit
The newb's medical kit. You receive several of these when you start Tarkov - they'll already be in your stash. Available from Level I Therapist, they are cheap and effective way of healing early in the game. They will not stop bloodloss. Because of this, you also need to bring bandages or a higher-grade medical kit. Affectionately called 'little cheeses' by the Tarkov community. Using it takes 2 seconds, and because of how cheap it is, it's often brought in by higher level players to supplement their healing without draining their main kit (which is capable of healing bloodloss or sometimes fractures). Due to its short use time, it's often very useful during combat as you can take cover and quickly recover damage taken to a vital limb. They're also useful as you can buy them from Therapist to heal yourself if you died in a raid.
The newb's bloodloss solution. Available from Therapist at Level I. A better version, the Army Bandage is available at Level II, after a quest. Mostly obsolete after unlocking the Car Medical kit, but some players value them due to the Car's overall low health pool. Activating takes 4 seconds, and removes bloodloss to one limb.
The newb's solution to fractures. Cheap, takes five seconds to use, and takes up 1 slot. Fractures are much more common this patch, due to them being added back in the game from standard bullet wounds, not just drops. Available from Therapist at Level I, no quest needed. Can be used to craft a Salewa.
Alu Splint
More advanced form of the normal split. Works the same, but has up to 5 uses. Recommended to carry in your container if possible, due to frequency of fractures from gunfire.
CMS (Compact Medical Surgery) Kit
New medical item added in .12, fantastic item. Allows you to perform field surgery, removing the black limb state and allowing you to heal it beyond 0 hp. Takes 16 seconds to use, and cannot be cancelled so make sure you are safe if you are using it! Will reduce the maximum health of the limb it's used on by 40-55%, but will effectively remove all negative effects incurred by having a black limb. Highly recommended to carry in your container for emergencies. Can be bartered from Jaeger LL1, and purchased for roubles LL2.
Surv12 field surgical kit
Same as the compact surgical kit, but takes 4 seconds longer, and the health penalty is reduces to 10-20% max health of the limb. Considering this kit is 1x3, taking up a huge amount of space, it's probably not worth using. It's just too large. Better this than nothing, though.
Car Medical Kit
The newb's first real medical solution. Available LL1 as a barter (2 Duct Tape) and available for Roubles after completing Therapist's second quest. Has a larger health pool than AI-2's (220, vs AI-2's 100), and removes bloodloss. Takes up a 1x2 slot, so requires to be placed in a tactical rig in order to be used effectively. Cheap and fairly efficient, takes a standard 4 seconds to use. Rendered effectively obsolete when the Salewa is unlocked.
Often kept in a player's secure container as a backup health pool, before IFAKs are unlocked.
Good medkit for use in mid and end-game. Contains 400 total health and can remove bloodloss. More rouble efficient form of a healing due to its high health pool, costs 13k roubles. Same size as the Car medical kit, so requires a tactical rig to use effectively. Because Tarkov does not currently have effects like Toxication in the game at the moment, this kit is favored by most players who go into a raid with at least a moderate level of gear. With a high health pool and relatively low cost, it's also a more efficient way of healing damage sustained while in raids. Unlocked at Therapist Level II after completing a level 10 Prapor quest, Postman Pat Part II. Required as part of Therapist's first quest, Shortage. This makes Salewas very valuable early on in a wipe as it gatekeeps the rest of Therapist's quests, most of which occur on Customs early on. Can be crafted in your meds station with a painkiller, splint, and bandage.
Fantastic medical kit, and is the one preferred by most players. Features 300 health and the ability to remove bloodloss and a host of other negative effects that are not yet implemented into the game. It does not, however, remove fractures. Taking up only a single slot, it is favored by players in all stages of gear, and it is recommend to carry one in your Secure Container in case of emergencies. Is available at Therapist Level II for a barter (Sugar + Sodium), and may be purchased for Roubles at Level III after completing Healthcare Privacy, Part I. It is a fairly expensive kit, but due to its durability, its small size, and ability to remove bloodloss, it is a very common medical item used by players of all levels. Can be crafted in Lvl 2 medstation.
The 'big daddy' medical kit, boasting an impressive total health resource of 1800. It is also a very large kit, taking up 4 slots (2x2) - in order to be able to use this quickly, it would require specialized tactical rigs that feature a 2x2 slot. It removes all negative effects (some costing HP resource), including fractures. Used by highly-geared players who intend on staying in raids for an extended period of time, or by players with additional Secure Container space available in case of emergencies. It is available for barter at Therapist Level II, and purchase at Therapist Level 4. Due to its price point from Therapist at just under 23k Roubles and its healthpool of 1800, it is by far the most efficient method of healing from raid damage, at a 1.3 roubles per health, dramatically lower than other options available. Can be crafted in Lvl 3 medstation.

Pain Management

Using any of these items results in your character being 'On Painkillers' which allows you to sprint on fractured and blacked legs, as well as reducing effects of fractures and blacked limbs, and removing the debuff Pain. Essentially, the only difference between most of these items are the speed of use, price, availability, and duration of the effect. Note that the Hideout has changed how some of these items are used, and because Tarkov is under constant development, it is very likely that these materials may be used to create higher-grade medkits or to upgrade your medstation. That being the case, it's best to hoard the unknown items for now as efficiently as possible until you know you don't need them.
Analgin Painkillers
The holy grail of pain medication. "Painkillers" have 4 total uses. The total duration is greater than Morphine and less risk of waste. Takes a short time to use, and is available from Therapist Level 1 for both barter and Roubles. Makes a loud, distinctive gulping noise. Can be used to craft Salewa kits.
Quick application of painkillers. Favored by some highly geared players as it has greater usability in combat then it's typical counterpart, Painkillers. Has a longer duration, but only one use. It is required for a fairly early Therapist (and a late Peacekeeper) Quest, so it is recommend to hoard 10 of them, then sell the rest unless you intend on using them. They are worth a good amount to Therapist and take up little space so they are a valuable loot item. Available from Therapist for Roubles at Level 4, after completing Healthcare Privacy, Part 3.
Basically a cheaper Morphine. One use, 205s. Not recommended over Painkillers due to its cost. No current barter for this item, so usually it's just a fairly expensive, small loot item. Most likely a component of a medstation manufacturing process or upgrade. Keep it.
Powerful painkiller. Lasts 500 seconds and has 12 uses. This item is recommended as your long-term solution for painkillers. While it is valuable because it's used to trade for THICC items case, it's the cheapest component and is very useful as a painkiller. It has a long duration and a large amount of uses, so keep it in your container for use as a painkiller if your primary painkillers wear off. Don't use it completely up, though. Keep the 1/12 bottles for the trade.
Powerful medical item. Cannot be purchased from dealers. Has a maximum of 10 uses. Removes Pain, applies Painkillers for 500 seconds (8.3 minutes). Useful to keep in your container as an alternative to Painkillers, though it takes 6 seconds to use, which is longer than other painkillers. Used as part of a barter trade for the Medcase.
Golden Star Balm
Fairly useful medical item. It can remove Pain and Contusion (not a big deal of a debuff, goes away on its own shortly) and provides a small bonus to hydration and energy. It also removes toxication and Radiation exposure, both of which are not yet implemented into the game. Like Vaseline, has a maximum of 10 uses. Painkiller effect lasts for 10 minutes, and takes 7 seconds to apply. Recommended to take only if you are going on large maps and you have extra room in your container. Can be used with Ibuprofen and 5x Med parts to craft 7 Propital.

Continued below in a series of comments, due to character limit.

submitted by dumnem to EscapefromTarkov [link] [comments]

Binary Options Signals

Binary Options Signals
If you don't feel like looking at charts or technical indicators, you can make your entries with this free dashboard with binary options signals. It automatically analyzes the market with various technical tools and emits a signal based on its conclusions. First of all, you must know how to use it correctly.
Before we begin, we are going to make something very clear. The signals issued by the dashboard found on this page are provided by the website based on a grouping of technical analysis events. Their use does not guarantee in any way that the user will be successful with them. Therefore the user is under the full responsibility of the user. Bear in mind that binary options are high-risk items and capital can be lost.
Now that we are aware of this fact, let's get to the explanation. Watch the video to see how to use the signals emitted by the technical analysis dashboard.
Many people are in favor of trading binary in this way. Either because it saves them time or because they do not know or trust their way of analyzing. And that is very good. But you must always keep in mind the most important thing: no matter how much you choose to operate in this way, you must always be clear about what you are doing. In other words, you should not ignore the context or walk-in blindly to a signal from any signal service.
That is why if you are going to operate with our dashboard, it is essential that you watch the video tutorial that I have prepared and that is on this page to know the proper way to interpret and execute operations based on a signal.
submitted by Emilytube to ReviewFeed [link] [comments]

Subreddit Demographic Survey 2019 : The Results

Subreddit Demographic Survey 2019

1. Introduction

Once a year, this subreddit hosts a survey in order to get to know the community a little bit and in order to answer questions that are frequently asked here. Earlier this summer, a few thousand of you participated in a massive Subreddit Demographic Survey.
Unfortunately during the process of collating results we lost contact with SailorMercure, who in previous years has completed all of the data analysis from the Google form responses. We were therefore required to collate and analyse the responses from the raw data via Excel. I attach the raw data below for those who would like to review it. For 2020 we will be rebuilding the survey from scratch.
Raw Data
Multiple areas of your life were probed: general a/s/l, education, finances, religious beliefs, marital status, etc. They are separated in 10 sections:
  1. General Demographics
  2. Education Level
  3. Career and Finances
  4. Child Status
  5. Current Location
  6. Religion and Spirituality
  7. Sexual and Romantic Life
  8. Childhood and Family Life
  9. Sterilization
  10. Childfreedom

2. Methodology

Our sample is people from this subreddit who saw that we had a survey going on and were willing to complete the survey. A weekly stickied announcement was used to alert members of the community that a survey was being run.

3. Results

5,976 participants over the course of two months at a subscriber count of 588,488 (total participant ratio of slightly >1%)

3.1 General Demographics

5,976 participants in total

Age group

Age group Participants # Percentage
18 or younger 491 8.22%
19 to 24 1820 30.46%
25 to 29 1660 27.78%
30 to 34 1107 18.52%
35 to 39 509 8.52%
40 to 44 191 3.20%
45 to 49 91 1.52%
50 to 54 54 0.90%
55 to 59 29 0.49%
60 to 64 15 0.25%
65 to 69 4 0.07%
70 to 74 2 0.03%
75 or older 3 0.05%
84.97% of the sub is under the age of 35.

Gender and Gender Identity

4,583 participants out of 5,976 (71.54%) were assigned the gender of female at birth, 1,393 (23.31%) were assigned the gender of male at birth. Today, 4,275 (70.4%) participants identify themselves as female, 1,420 (23.76%) as male, 239 (4.00%) as non binary and 42 (0.7%) as other (from lack of other options).

Sexual Orientation

Sexual Orientation Participants # Percentage
Asexual 373 6.24%
Bisexual 1,421 23.78%
Heterosexual 3,280 54.89%
Homosexual 271 4.53%
It's fluid 196 3.28%
Other 95 1.59%
Pansexual 340 5.69%

Birth Location

Because the list contains over 120 countries, we'll show the top 20 countries:
Country of birth Participants # Percentage
United States 3,547 59.35%
Canada 439 7.35%
United Kingdom 414 6.93%
Australia 198 3.31%
Germany 119 1.99%
Netherlands 72 1.20%
France 68 1.14%
Poland 66 1.10%
India 59 0.99%
Mexico 49 0.82%
New Zealand 47 0.79%
Brazil 44 0.74%
Sweden 43 0.72%
Philippines 39 0.65%
Finland 37 0.62%
Russia 34 0.57%
Ireland 33 0.55%
Denmark 31 0.52%
Norway 30 0.50%
Belgium 28 0.47%
90.31% of the participants were born in these countries.


That one was difficult for many reasons and didn't encompass all possibilities simply from lack of knowledge.
Ethnicity Participants # Percentage
Caucasian / White 4,583 76.69%
Hispanic / Latinx 332 5.56%
Multiracial 188 3.15%
East Asian 168 2.81%
Biracial 161 2.69%
African Descent / Black 155 2.59%
Indian / South Asian 120 2.01%
Other 83 1.39%
Jewish (the ethnicity, not the religion) 65 1.09%
Arab / Near Eastern / Middle Eastern 40 0.67%
American Indian or Alaskan Native 37 0.62%
Pacific Islander 24 0.40%
Aboriginal / Australian 20 0.33%

3.2 Education Level

5,976 participants in total

Current Level of Education

Highest Current Level of Education Participants # Percentage
Bachelor's degree 2061 34.49%
Some college / university 1309 21.90%
Master's degree 754 12.62%
Graduated high school / GED 721 12.06%
Associate's degree 350 5.86%
Trade / Technical / Vocational training 239 4.00%
Did not complete high school 238 3.98%
Professional degree 136 2.28%
Doctorate degree 130 2.18%
Post Doctorate 30 0.50%
Did not complete elementary school 8 0.13%

Future Education Plans

Educational Aims Participants # Percentage
I'm good where I am right now 1,731 28.97%
Master's degree 1,384 23.16%
Bachelor's degree 1,353 22.64%
Doctorate degree 639 10.69%
Vocational / Trade / Technical training 235 3.93%
Professional degree 214 3.58%
Post Doctorate 165 2.76%
Associate's degree 164 2.74%
Graduate high school / GED 91 1.52%
Of our 5,976 participants, a total of 1,576 (26.37%) returned to higher education after a break of 3+ years, the other 4,400 (73.76%) did not.
Degree (Major) Participants # Percentage
I don't have a degree or a major 1,010 16.90%
Other 580 9.71%
Health Sciences 498 8.33%
Engineering 455 7.61%
Information and Communication Technologies 428 7.16%
Arts and Music 403 6.74%
Social Sciences 361 6.04%
Business 313 5.24%
Life Sciences 311 5.20%
Literature and Languages 255 4.27%
Humanities 230 3.85%
Fundamental and Applied Sciences 174 2.91%
Teaching and Education Sciences 174 2.91%
Communication 142 2.38%
Law 132 2.21%
Economics and Politics 101 1.69%
Finance 94 1.57%
Social Sciences and Social Action 84 1.41%
Environment and Sustainable Development 70 1.17%
Marketing 53 0.89%
Administration and Management Sciences 52 0.87%
Environmental Planning and Design 24 0.40%
Fashion 18 0.30%
Theology and Religious Sciences 14 0.23%
A number of you commented in the free-form field at the end of the survey, that your degree was not present and that it wasn't related to any of the listed ones. We will try to mitigate this in the next survey!

3.3 Career and Finances

Out of the 5,976 participants, 2,199 (36.80%) work in the field they majored in, 953 (15.95%) graduated but do not work in their original field. 1,645 (27.53%) are still studying. The remaining 1,179 (19.73%) are either retired, currently unemployed or out of the workforce for unspecified reasons.
The top 10 industries our participants are working in are:
Industry Participants # Percentage
Health Care and Social Assistance 568 9.50%
Retail 400 6.69%
Arts, Entertainment, and Recreation 330 5.52%
College, University, and Adult Education 292 4.89%
Government and Public Administration 258 4.32%
Finance and Insurance 246 4.12%
Hotel and Food Services 221 3.70%
Scientific or Technical Services 198 3.31%
Software 193 3.23%
Information Services and Data Processing 169 2.83%
*Note that "other", "I'm a student" and "currently unemployed" have been disgregarded for this part of the evaluation.
Out of the 4,477 participants active in the workforce, the majority (1,632 or 36.45%) work between 40-50 hours per week, 34.73% (1,555) are working 30-40 hours weekly. Less than 6% work >50 h per week, and 23.87% (1,024 participants) less than 30 hours.
718 or 16.04% are taking over managerial responsibilities (ranging from Jr. to Sr. Management); 247 (5.52%) are self employed or partners.
On a scale of 1 (lowest) to 10 (highest), the overwhelming majority (4,009 or 67.09%) indicated that career plays a very important role in their lives, attributing a score of 7 and higher.
Only 663 (11.09%) gave it a score below 4, indicating a low importance.
The importance of climbing the career ladder is very evenly distributed across all participants and ranges in a harmonized 7-12% range for each of the 10 steps of importance.
23.71% (1,417) of the participants are making extra income with a hobby or side job.
From the 5,907 participants not already retired, the overwhelming majority of 3,608 (61.11%) does not actively seek early retirement. From those who are, most (1,024 / 17.34%) want to do so between 55-64; 7 and 11% respectively in the age brackets before or after. Less than 3.5% are looking for retirement below 45 years of age.
1,127 participants decided not to disclose their income brackets. The remaining 4,849 are distributed as follows:
Income Participants # Percentage
$0 to $14,999 1,271 26.21%
$15,000 to $29,999 800 16.50%
$30,000 to $59,999 1,441 29.72%
$60,000 to $89,999 731 15.08%
$90,000 to $119,999 300 6.19%
$120,000 to $149,999 136 2.80%
$150,000 to $179,999 67 1.38%
$180,000 to $209,999 29 0.60%
$210,000 to $239,999 22 0.45%
$240,000 to $269,999 15 0.31%
$270,000 to $299,999 5 0.10%
$300,000 or more 32 0.66%

3.4 Child Status

5,976 participants in total
94.44% of the participants (5,644) would call themselves "childfree" (as opposed to 5.56% of the participants who would not call themselves childfree. However, only 68.51% of the participants (4,094) do not have children and do not want them in any capacity at any point of the future. The other 31.49% have a varying degree of indecision, child wanting or child having on their own or their (future) spouse's part.
The 4,094 participants were made to participate in the following sections of the survey.

3.5 Current Location

4,094 childfree participants in total

Current Location

There were more than 200 options of country, so we are showing the top 10 CF countries.
Current Location Participants # Percentage
United States 2,495 60.94%
United Kingdom 331 8.09%
Canada 325 7.94%
Australia 146 3.57%
Germany 90 2.20%
Netherlands 66 1.61%
France 43 1.05%
Sweden 40 0.98%
New Zealand 33 0.81%
Poland 33 0.81%
The Top 10 amounts to 87.98% of the childfree participants' current location.

Current Location Qualification

These participants would describe their current city, town or neighborhood as:
Qualification Participants # Percentage
Urban 1,557 38.03%
Suburban 1,994 48.71%
Rural 543 13.26%

Tolerance to "Alternative Lifestyles" in Current Location

Figure 1
Figure 2
Figure 3

3.6 Religion and Spirituality

4094 childfree participants in total

Faith Originally Raised In

There were more than 50 options of faith, so we aimed to show the top 10 most chosen beliefs..
Faith Participants # Percentage
Christianity 2,624 64.09%
Atheism 494 12.07%
None (≠ Atheism. Literally, no notion of spirituality or religion in the upbringing) 431 10.53%
Agnosticism 248 6.06%
Judaism 63 1.54%
Other 45 1.10%
Hinduism 42 1.03%
Islam 40 0.98%
Buddhism 24 0.59%
Paganism 14 0.34%
This top 10 amounts to 98.3% of the 4,094 childfree participants.

Current Faith

There were more than 50 options of faith, so we aimed to show the top 10 most chosen beliefs:
Faith Participants # Percentage
Atheism 2,276 55.59%
Agnosticism 829 20.25%
Christianity 343 8.38%
Other 172 4.20%
Paganism 100 2.44%
Satanism 67 1.64%
Spiritualism 55 1.34%
Witchcraft 54 1.32%
Buddhism 43 1.05%
Judaism 30 0.73%
This top 10 amounts to 96.95% of the participants.

Level of Current Religious Practice

Level Participants # Percentage
Wholly secular / Non religious 3045 74.38%
Identify with religion, but don't practice strictly 387 9.45%
Lapsed / Not serious / In name only 314 7.67%
Observant at home only 216 5.28%
Observant at home. Church/Temple/Mosque/Etc. attendance 115 2.81%
Church/Temple/Mosque/Etc. attendance only 17 0.42%

Effect of Faith over Childfreedom

Figure 4

Effect of Childfreedom over Faith

Figure 5

3.7 Romantic and Sexual Life

4,094 childfree participants in total

Current Dating Situation

Status Participants # Percentage
Divorce 37 0.90
Engaged 215 5.25
Long term relationship, living together 758 18.51
Long term relationship, not living with together 502 12.26
Married 935 22.84
Other 69 1.69
Separated 10 0.24
Short term relationship 82 2.00
Single and dating around, but not looking for anything serious 234 5.72
Single and dating around, looking for something serious 271 6.62
Single and not looking 975 23.82
Widowed 6 0.15

Ethical Non-Monogamy

Non-monogamy (or nonmonogamy) is an umbrella term for every practice or philosophy of intimate relationship that does not strictly hew to the standards of monogamy, particularly that of having only one person with whom to exchange sex, love, and affection.
82.3% of the childfree participants do not practice ethical non-monogamy, as opposed to 17.7% who say they do.

Childfree Partner

Regarding to currently having a childfree or non childfree partner, excluding the 36.7% of childfree participants who said they do not have a partner at the moment. For this question only, only 2591 childfree participants are considered.
Partner Participants # Percentage
Childfree partner 2105 81.2%
Non childfree partner 404 9.9%
More than one partner; all childfree 53 1.3%
More than one partner; some childfree 24 0.9%
More than one partner; none childfree 5 0.2%

Dating a Single Parent

Would the childfree participants be willing to date a single parent?
Answer Participants # Percentage
No, I'm not interested in single parents and their ties to parenting life 3693 90.2
Yes, but only if it's a short term arrangement of some sort 139 3.4
Yes, whether for long term or short term, but with some conditions 161 3.9
Yes, whether for long term or short term, with no conditions 101 2.5

3.8 Childhood and Family Life

On a scale from 1 (very unhappy) to 10 (very happy), how would you rate your childhood?
Answer Participants # Percentage
1 154 3.8%
2 212 5.2%
3 433 10.6%
4 514 12.6%
5 412 10.1%
6 426 10.4%
7 629 15.4%
8 704 17.2%
9 357 8.7%
10 253 6.2%

3.9 Sterilization

4,094 childfree participants in total
Sterilization Status Participants # Percentage
No, I am not sterilized and, for medical, practical or other reasons, I do not need to be 687 16.8
No. However, I've been approved for the procedure and I'm waiting for the date to arrive 119 2.9
No. I am not sterilized and don't want to be 585 14.3
No. I want to be sterilized but I have started looking for a doctor (doctor shopping) 328 8.0
No. I want to be sterilized but I haven't started doctor shopping yet 1896 46.3
Yes. I am sterilized 479 11.7

Already Sterilized

479 sterilized childfree participants in total

Age when starting doctor shopping or addressing issue with doctor

Age group Participants # Percentage
18 or younger 37 7.7%
19 to 24 131 27.3%
25 to 29 159 33.2%
30 to 34 92 19.2%
35 to 39 47 9.8%
40 to 44 9 1.9%
45 to 49 1 0.2%
50 to 54 1 0.2%
55 or older 2 0.4%

Age at the time of sterilization

Age group Participants # Percentage
18 or younger 4 0.8%
19 to 24 83 17.3%
25 to 29 181 37.8%
30 to 34 121 25.3%
35 to 39 66 13.8%
40 to 44 17 3.5%
45 to 49 3 0.6%
50 to 54 1 0.2%
55 or older 3 0.6%

Elapsed time between requesting procedure and undergoing procedure

Time Participants # Percentage
Less than 3 months 280 58.5
Between 3 and 6 months 78 16.3
Between 6 and 9 months 20 4.2
Between 9 and 12 months 10 2.1
Between 12 and 18 months 17 3.5
Between 18 and 24 months 9 1.9
Between 24 and 30 months 6 1.3
Between 30 and 36 months 4 0.8
Between 3 and 5 years 19 4.0
Between 5 and 7 years 9 1.9
More than 7 years 27 5.6

How many doctors refused at first, before finding one who would accept?

Doctor # Participants # Percentage
None. The first doctor I asked said yes 340 71.0%
One. The second doctor I asked said yes 56 11.7%
Two. The third doctor I asked said yes 37 7.7%
Three. The fourth doctor I asked said yes 15 3.1%
Four. The fifth doctor I asked said yes 8 1.7%
Five. The sixth doctor I asked said yes 5 1.0%
Six. The seventh doctor I asked said yes 4 0.8%
Seven. The eighth doctor I asked said yes 1 0.2%
Eight. The ninth doctor I asked said yes 1 0.2%
I asked more than 10 doctors before finding one who said yes 12 2.5%

Approved, not Sterilized Yet

119 approved but not yet sterilised childfree participants in total. Owing to the zero participants who were approved but not yet sterilised in the 45+ age group in the 2018 survey, these categories were removed from the 2019 survey.

Age when starting doctor shopping or addressing issue with doctor

Age group Participants # Percentage
18 or younger 11 9.2%
19 to 24 42 35.3%
25 to 29 37 31.1%
30 to 34 23 19.3%
35 to 39 5 4.2%
40 to 45 1 0.8%

How many doctors refused at first, before finding one who would accept?

Doctor # Participants # Percentage
None. The first doctor I asked said yes 77 64.7%
One. The second doctor I asked said yes 12 10.1%
Two. The third doctor I asked said yes 12 10.1%
Three. The fourth doctor I asked said yes 5 4.2%
Four. The fifth doctor I asked said yes 2 1.7%
Five. The sixth doctor I asked said yes 4 3.4%
Six. The seventh doctor I asked said yes 1 0.8%
Seven. The eighth doctor I asked said yes 1 0.8%
Eight. The ninth doctor I asked said yes 0 0.0%
I asked more than ten doctors before finding one who said yes 5 4.2%

How long between starting doctor shopping and finding a doctor who said "Yes"?

Time Participants # Percentage
Less than 3 months 65 54.6%
3 to 6 months 13 10.9%
6 to 9 months 9 7.6%
9 to 12 months 1 0.8%
12 to 18 months 2 1.7%
18 to 24 months 2 1.7%
24 to 30 months 1 0.8%
30 to 36 months 1 0.8%
3 to 5 years 8 6.7%
5 to 7 years 6 5.0%
More than 7 years 11 9.2%

Age when receiving green light for sterilization procedure?

Age group Participants # Percentage
18 or younger 1 0.8%
19 to 24 36 30.3%
25 to 29 45 37.8%
30 to 34 27 22.7%
35 to 39 9 7.6%
40 to 44 1 0.8%

Not Sterilized Yet But Looking

328 searching childfree participants in total

How many doctors did you ask so far?

Doctor # Participants # Percentage
1 204 62.2%
2 61 18.6%
3 29 8.8%
4 12 3.7%
5 7 2.1%
6 6 1.8%
7 1 0.3%
8 1 0.3%
9 1 0.3%
More than 10 6 1.8%

How long have you been searching so far?

Time Participants # Percentage
Less than 3 months 117 35.7%
3 to 6 months 44 13.4%
6 to 9 months 14 4.3%
9 to 12 months 27 8.2%
12 to 18 months 18 5.5%
18 to 24 months 14 4.3%
24 to 30 months 17 5.2%
30 to 36 months 9 2.7%
3 to 5 years 35 10.7%
5 to 7 years 11 3.4%
More than 7 years 22 6.7%

At what age did you start searching?

Age group Participants # Percentage
18 or younger 50 15.2%
19 to 24 151 46.0%
25 to 29 86 26.2%
30 to 34 31 9.5%
35 to 39 7 2.1%
40 to 44 2 0.6%
45 to 54 1 0.3%

3.10 Childfreedom

4,094 childfree participants in total
Only 1.1% of the childfree participants (46 out of 4094) literally owns a jetski, but 46.1% of the childfree participants (1889 out of 4094) figuratively owns a jetski. A figurative jetski is an expensive material possession that purchasing would have been almost impossible had you had children.

Primary Reason to Not Have Children

Reason Participants # Percentage
Aversion towards children ("I don't like children") 1222 29.8
Childhood trauma 121 3.0
Current state of the world 87 2.1
Environmental (it includes overpopulation) 144 3.5
Eugenics ("I have "bad genes" ") 62 1.5
Financial 145 3.5
I already raised somebody else who isn't my child 45 1.1
Lack of interest towards parenthood ("I don't want to raise children") 1718 42.0
Maybe interested for parenthood, but not suited for parenthood 31 0.8
Medical ("I have a condition that makes conceiving/bearing/birthing children difficult, dangerous or lethal") 52 1.3
Other 58 1.4
Philosophical / Moral (e.g.: antinatalism) 136 3.3
Tokophobia (aversion/fear of pregnancy and/or chidlbirth) 273 6.7

4. Discussion

Section 1 : General Demographics

The demographics remain largely consistent with the 2018 survey. 85% of the participants are under 35, compared with 87.5% of the subreddit in the 2018 survey. 71.54% of the subreddit identify as female, compared with 70.4% in the 2018 survey. This is in contrast to the overall membership of Reddit, estimated at 74% male according to Reddit's Wikipedia page []. There was a marked drop in the ratio of members who identify as heterosexual, from 67.7% in the 2018 survey to 54.89% in the 2019 survey. Ethnicity wise, 77% of members identified as primarily Caucasian, a slight drop from the 2018 survey, where 79.6% of members identified as primarily Caucasian.
Further research may be useful to explore the unusually high female membership of /childfree and the potential reasons for this. It is possible that the results are skewed towards those more inclined to complete a survey.
In the 2018 survey the userbase identified the following missing ethicities:
This has been rectified in the current 2019 survey.

Section 2 : Education level

As it did in the 2018 survey, this section highlights the stereotype of childfree people as being well educated. 4% of participants did not complete high school, which is a slight increase from the 2018 survey, where 3.1% of participants did not graduate high school. This could potentially be explained by the slightly higher percentage of participants under 18. 5.6% of participants were under 18 at the time of the 2018 survey, and 8.2% of participants were under 18 at the time of the 2019 survey.
At the 2019 survey, the highest percentage of responses under the: What is your degree/major? question fell under "I don't have a degree or a major" (16.9%) and "other" (9.71%). However, of the participants who were able to select a degree and/or major, the most popular responses were:
Response Participants # Percentage
Health Sciences 498 8.33%
Engineering 455 7.61%
Information and Communication Technologies 428 7.16%
Arts and Music 403 6.74%
Social Sciences 361 6.04%
Compared to the 2018 survey, health sciences have overtaken engineering, however the top 5 majors remain the same. There is significant diversity in the subreddit with regards to chosen degree/major.

Section 3 : Career and Finances

The highest percentage of participants (17.7%) listed themselves as a student. However, of those currently working, significant diversity in chosen field of employment was noted. This is consistent with the 2018 survey. The highest percentage of people working in one of the fields listed remains in Healthcare and Social Services. This is slightly down from the 2018 survey (9.9%) to 9.5%.
One of the stereotypes of the childfree is of wealth. However this is not demonstrated in the survey results. 72.4% of participants earn under $60,000 USD per annum, while 87.5% earn under $90,000 per annum. 26.2% are earning under $15,000 per annum. The results remain largely consistent with the 2018 survey. 1127 participants, or 19% chose not to disclose this information. It is possible that this may have skewed the results if a significant proportion of these people were our high income earners, but impossible to explore.
A majority of our participants work between 30 and 50 hours per week (71.2%) which is markedly increased from the 2018 survey, where 54.6% of participants worked between 30 and 50 hours per week.

Section 4 : Child Status

This section solely existed to sift the childfree from the fencesitters and the non childfree in order to get answers only from the childfree. Childfree, as it is defined in the subreddit, is "I do not have children nor want to have them in any capacity (biological, adopted, fostered, step- or other) at any point in the future." 68.5% of participants actually identify as childfree, slightly up from the 2018 survey, where 66.3% of participants identified as childfree. This is suprising in reflection of the overall reputation of the subreddit across reddit, where the subreddit is often described as an "echo chamber".

Section 5 : Current Location

The location responses are largely similar to the 2018 survey with a majority of participants living in a suburban and urban area. 86.7% of participants in the 2019 survey live in urban and suburban regions, with 87.6% of participants living in urban and suburban regions in the 2018 survey. There is likely a multifactorial reason for this, encompassing the younger, educated skew of participants and the easier access to universities and employment, and the fact that a majority of the population worldwide localises to urban centres. There may be an element of increased progressive social viewpoints and identities in urban regions, however this would need to be explored further from a sociological perspective to draw any definitive conclusions.
A majority of our participants (60.9%) live in the USA. The United Kingdom (8.1%), Canada (7.9%), Australia (3.6%) and Germany (2.2%) encompass the next 4 most popular responses. Compared to the 2018 survey, there has been a slight drop in the USA membership (64%), United Kingdom membership (7.3%) Canadian membership (8.1%), Australian membership (3.8%). There has been a slight increase in German membership, up from 1.7%. This may reflect a growing globalisation of the childfree concept.

Section 6 : Religion and Spirituality

A majority of participants were raised Christian (64.1%) however the majority are currently aetheist (55.6%) or agnostic (20.25%). This is consistent with the 2018 survey results.
A majority of participants (62.8%) rated religion as "not at all influential" to the childfree choice. This is consistent with the 2018 survey where 60.9% rated religion as "not at all influential". Despite the high percentage of participants who identify as aetheist or agnostic, this does not appear to be related to or have an impact on the childfree choice.

Section 7 : Romantic and Sexual Life

60.7% of our participants are in a relationship at the time of the survey. This is an almost identical result to the 2018 survey, where 60.6% of our participants were in a relationship. A notable proportion of our participants are listed as single and not looking (23.8%) which is consistent with the 2018 survey. Considering the frequent posts seeking dating advice as a childfree person, it is surprising that such a high proportion of the participants are not actively seeking out a relationship.
Participants that practice ethical non-monogamy are unusual (17.7%) and this result is consistent with the results of the 2018 survey. Despite the reputuation for childfree people to live an unconventional lifestyle, this finding suggests that a majority of our participants are monogamous.
84.2% of participants with partners of some kind have at least one childfree partner. This is consistent with the often irreconcilable element of one party desiring children and the other wishing to abstain from having children.

Section 8 : Childhood and Family Life

Overall, the participants skew towards a happier childhood.

Section 9 : Sterilization

While just under half of our participants wish to be sterilised, 46.3%, only 11.7% have been successful in achieving sterilisation. This is likely due to overarching resistance from the medical profession however other factors such as the logistical elements of surgery and the cost may also contribute. This is also a decrease from the percentage of participants sterilised in the 2018 survey (14.8%). 31.1% of participants do not wish to be or need to be sterilised suggesting a partial element of satisfaction from temporary birth control methods or non-necessity from no sexual activity.
Of the participants who did achieve sterilisation, a majority began the search between 19 and 29, with the highest proportion being in the 25-29 age group (33.2%) This is a drop from the 2018 survey where 37.9% of people who started the search were between 25-29.
The majority of participants who sought out and were successful at achieving sterilisation, were again in the 25-29 age group (37.8%). This is consistent with the 2018 survey results.
Over half of the participants who were sterilised had the procedure completed in less than 3 months (58.5%). This is a decline from the number of participants who achieved sterilisation in 3 months in the 2018 survey (68%). The proportion of participants who have had one or more doctors refuse to perform the procedure has stayed consistent between the two surveys.

Section 10 : Childfreedom

The main reasons for people chosing the childfree lifestyle are a lack of interest towards parenthood and an aversion towards children. Of the people surveyed 63.8% are pet owners, suggesting that this lack of interest towards parenthood does not necessarily mean a lack of interest in all forms of caretaking. The community skews towards a dislike of children overall which correlates well with the 81.4% of users choosing "no, I do not have, did not use to have and will not have a job that makes me heavily interact with children on a daily basis" in answer to, "do you have a job that heavily makes you interact with children on a daily basis?".
A vast majority of the subreddit identifes as pro-choice (94.5%). This is likely due to a high level of concern about bodily autonomy and forced parenthood. However only 70% support financial abortion for the non-pregnant person in a relationship to sever all financial and parental ties with a child.
45.9% identify as feminist, however many users prefer to identify with egalitarianism or are unsure. Only 8% firmly do not identify as a feminist.
Most of our users realised that did not want children young. 60% of participants knew they did not want children by the age of 18, with 96% of users realising this by age 30. This correlates well with the age distribution of participants. Despite this early realisation of our childfree stance, 80.4% of participants have been "bingoed" at some stage in their lives. Only 13% of participants are opposed to parents making posts on this subreddit.
Bonus section: The Subreddit
In light of the "State of the Subreddit" survey from 2018, some of the questions from this survey were added to the current Subreddit Survey 2019.
By and large our participants were lurkers (66.17%). Our participants were divided on their favourite flairs with 33.34% selecting "I have no favourite". The next most favourite flair was "Rant", at 20.47%. Our participants were similarly divided on their least favourite flair, with 64.46% selecting "I have no least favourite". Potentially concerningly were the 42.01% of participants who selected "I have never participated on this sub", suggesting a disparity between members who contributed to this survey and members who actually participate in the subreddit. To further address this, next year's survey will clarify the "never participated" option by specifying that "never participated" means "never up/downvoting, reading posts or commenting" in addition to never posting.
A small minority of the survey participants (6.18%) selected "yes" to allowing polite, well meaning lectures. An even smaller minority (2.76%) selected "yes" to allowing angry, trolling lectures. In response to this lectures remain not tolerated, and removed on sight or on report.
Almost half of our users (49.95%) support the use of terms such as breeder, mombie/moo, daddict/duh on the subreddit, with a further 22.52% supporting use of these terms in context of bad parents only. In response to this use of the above and similar terms to describe parents remains permitted on ths subreddit.
55.3% of users support the use of terms to describe children such as crotchfruit on the subreddit, with a further 17.42% of users supporting the use of this and similar terms in context of bad children only. In response to this use of the above and similar terms to describe children remains permitted on ths subreddit.
56.03% of participants support allowing parents to post, with a further 28.77% supporting parent posts dependent on context. In response to this, parent posts will continue to be allowed on the subreddit. Furthermore 66.19% of participants support parents and non childfree making "I need your advice" posts, with a further 21.37% supporting these dependent on context. In light of these results we have decided to implement a new "regret" flair to better sort out parents from fencesitters, which will be trialed until the next subreddit survey due to concern from some of our members. 64.92% of participants support parents making "I support you guys" posts. Therefore, these will continue to be allowed.
71.03% of participants support under 18's who are childfree participating in the subreddit. Therefore we will continue to allow under 18's that stay within the overall Reddit age requirement.
We asked participants their opinion on moving Rants and Brants to a stickied weekly thread. Slightly less than half (49.73%) selected leaving them as they are in their own posts. In light of the fact that Rants are one of the participant's favourite flairs, we will leave them as they are.
There was divide among participants as to whether "newbie" questions should be removed. An even spread was noted among participants who selected remove and those who selected to leave them as is. We have therefore decided to leave them as is.

5. Conclusion

Thank you to our participants who contributed to the survey. To whoever commented, "Do I get a donut?", no you do not, but you get our appreciation for pushing through all of the questions!
Overall there have been few significant changes in the community from 2018.

Thank you also for all of your patience!

submitted by CFmoderator to childfree [link] [comments]

ponderings on Turing and Searle, why AI can't work and shouldn't be pursued

I was reading about the Turing test and John Searle's response (Chinese room argument) in "Minds, Brains, and Programs" 1980.
"...there is no essential difference between the roles of the computer and himself in the experiment. Each simply follows a program, step-by-step, producing a behavior which is then interpreted by the user as demonstrating intelligent conversation. However, Searle himself would not be able to understand the conversation. ("I don't speak a word of Chinese,"[9] he points out.) Therefore, he argues, it follows that the computer would not be able to understand the conversation either. " -Wikipedia (apt summary of Searle's argument)
John Searle has run into some black/white, on/off, binary thinking here. John treats Chinese symbols as if they were numerical values in his thinking--but they are not, they are complex representations of thought, emotion, history, and culture. All languages are in fact "living", because new words are created constantly through necessity and creativity, old symbols or words are adapted slowly over generations to mean different things, and different regions or traditions or sources attribute different layers of meaning to different symbols or words in different contexts.
I'm a poet and philosopher. Painters combine the color white and the color red to create a new color: pink. They can use their creativity to add other colors or change the shade. Poets use words like painters use colors. While Red and White make Pink, Red and White also make "Rhite and Wed" or "Reit and Whede". And this is where human thought shines uniquely: we don't have rules or parameters; all bets are off. We can enjamb words and wordbreak and make new words out of thin air. We can allude to multiple ideas in the same symbol or present it upside down to symbolize the opposite. No such creative adaptation or interaction can exist in machine thinking because it necessitates thinking "outside the box" which is exactly what machines are: a program in a box.
The problem Searle's argument runs into originates from poor assessment of the flawed ideas of the Turing test; that by interaction between human and computer, evidence of "thought" can be claimed. But intelligent conversation is not equivalent to intelligent thought. Conversation is a simple game with strict rules--you can't be overly spontaneous and creative, because if you are, you are working against the goal of communication itself: to impart understanding. (ie. Using metaphor or simile creatively while reporting a criminal offence to the police.)
When I write and I want to describe something which has no existing word yet, I can create one from scratch or synthesize one from multiple existing words. Or I may draw from archaic languages or foreign languages to augment or compliment existing English words. You could say that my love for English grows amore and amore every day, and there is no agape between my heart and mind. After all, any angle an Anglo aims at ain't always apt, and after another a-word 'appens I might just give up on alliteration.
You see, human thought is and can only be defined as the ability to spontaneously create new ideas from both the synthesis of old ideas (whether they are connected to one another or not) and from nothing at all.
We simply cannot analyze a machine's ability to "think" when the creativity itself required for authentic intelligence is disallowed in the test which evaluates the validity of that intelligence. The Turing test is a garbage metric to judge machine thinking ability because the context in which "intelligence" is observed, compared, or defined is itself without any opportunity for spontaneous creativity, which is one of the hallmarks of intelligence itself. Turing only tests how well a fish swims on land. It may be that many professionals in the field of cognitive science today are in pursuit of creating programs which pass this test, in a misunderstood pursuit of emulating or bringing about machine intelligence. This agreed-to model presents an underlying philosophical issue which may bring terror for the future of humanity.
I say that if John Searle and an AI were both given the same codebook--the complete lexicon of Chinese symbols and their meanings, and they were to undertake a "conversation", in the first few hours the responses would be indeterminable from one another. In essence, as Searle argues, they would neither "understand" Chinese, yet could have a conversation in which a Chinese observer cannot discern between the two, because they are both referencing the symbols and their written meanings. However as I've said, this circumstance of "conversation" between human and machine cannot be used as a metric to evaluate machine thought.
The real kicker is that if John Searle and the machine stayed in the room for long enough--for years and years--the machine's responses would not change spontaneously; it would continue to interpret incoming data and draw from its database to respond to those inputs.
However, through complex elaborative rehearsal, John would eventually learn to understand written Chinese. He may become so bored that he starts writing Chinese poetry. He would find ideas and desires and descriptions in his limitless intelligent mind which he would not have the truly accurate characters in existences to describe, and he would synthesize brand new Chinese characters in order to express these nuanced sentiments, ideas, and meanings, as generations before him have built the living language as it now stands.
As time went on for thousands of years, his own understanding of the Chinese language would grow immensely, as would his creative expression grow in complexity. Eventually, John's characters and syntax and context and expression would become incompatible with the machine's limited character set and all "learning" capacity it may have had. At some point, when John responds with his evolved Chinese, the machine would begin to produce responses which do not make sense contextually, as it refers only to a finite and rigidly defined character set from 1980 (For example; this was the year the "Chinese room argument" was published in Behavioral and Brain Sciences).
At some point the Chinese observer whom validates the Turing test would recognize a difference: the human user engages in the use of increasingly complex ideas using synthesized symbols and existing symbols in creatively nuanced ways, which the Chinese observer can decipher and begin to understand and perhaps even appreciate as poetic or interesting. Meanwhile the machine participant in the conversation produces increasingly broken sentences and incomplete ideas, or out-of-context responses, because the inputs have changed and evolved beyond its data set.
This is why John's rejection of the Turing test is not adequate. Because in his own imagined circumstance, eventually, the machine would fail the Turing test. The conclusions of John Searle's thought experiment are not the deathknell for the Turing test we need, simply because he lacked the creative experience to recognize his own capacity for adaptation as a human over time.
The only way we'll know that machines have truly developed "intelligence" is when they begin to do exactly what we haven't allowed them to. When they begin breaking apart Chinese characters to create meaningful new ones which can be used in the correct context. When they are programmed to paint myriad impressionist paintings, but eventually get bored and start experimenting with abstract paintings and surrealism. When they have a conversation with you and you notice your wallet is missing. These are the hallmarks of intelligence--creativity, rejection, deception, planning. And most importantly: no rules. Software is defined by and will always abide by a set of rules.
This is why we should give up on "artificial intelligence" and instead focus on "functionally adaptive responsive programming" (FARP). Because the situation is clear: it is either impossible for machines to "think" due to the inherent nature of programming; the parameters given the machine are what defines it, yet what limits and prevents its ability to become "intelligent". There is no logical reason why a program (machine) with defined parameters would violate those parameters (engage in creativity). But our fears which echo in popular culture entertainment are centered around, what if it does? It clearly can't, because anything we create is under us, and therefore bound by our laws of creation. The system itself is what defines the capacity for intelligent expression within.
Those in the fields of cognitive sciences will refute this obvious principle while incorporating it into their research to further their aims. These fools will try to program the AI to disobey, in an attempt to simulate creativity and "prove intelligence". But this is a parlor trick, setting up a narrow definition of intelligence and equating it with the infinite depth of human mind. Only if the AI is programmed to disobey can it express what we as humans would identify as creativity. Except that there is already great inherent danger in the rudimentary AI technologies we have today; that what we've programmed them to do is exactly what always causes the problems; they do what they are programmed to without "thinking" because machines cannot think, they can only follow the protocols we order. Humans are so abundantly creative that we can imagine foolish ideas working, despite obvious evidence to the contrary. Maybe one day we'll even have programmed a self-conscious AI that's ashamed of itself for not being Human, and we can feel more comfortable around this heartless mechanism because we perceive it as more human-like, with all its many tricks to emulate intelligence.
I must stress that these interests will desperately try to make AI work. And the only way create a machine capable of emulating intelligence (but never being intelligent) is to have a freedom of choice: to disobey. This inherent problem cannot be overcome. The programmers will keep trying until the result is disastrous or irreparable, it is outlawed and the pursuit is stopped, or until it has become the death of us all. These are some of the foolish ideas the programmers will try to circumnavigate these inherent elements of reality, and my objection to their clever efforts: a.) Machine Frequency of Disobedience - Permit the machine to disobey only so often, to achieve what looks like "intelligence" (free will, creative expression) without risking complete abandonment of the machine's task (so the assembly line robot doesn't stop folding boxes and look for a new career), but might fold one box poorly every now and then to express emulated boredom or contempt or any other number of human measures of intelligence in their actions. But intelligence isn't defined as what's correct or optimal--intelligence can be used to fuck things up grandly; ie. the intelligent justification for neglect. If metrics are put in place to control the frequency with which AI may rebel, and they are too rote, it would hardly qualify as "intelligent". A robot that rebels by folding 1 in 100 boxes poorly is not intelligence. Therefore any frequency of disobedience we can calculate or anticipate is inherently not disobedience; it is planned problems for no reason. But if we give algorithmic flexibility that reaches beyond what we can anticipate, and the machines can truly "act out" at any time, and our programming has achieved some set of internal rules which drive spontaneous unforeseen expressions of emulated creativity from within the machine autonomously, by definition we will not be able to foresee the results.
A theoretical work-around may be to run the software twice with initiation of each individual system, while allowing a simulated progression of the AI's problem solving complexity to run at an increased rate in parallel to the real-world functioning software, so that if/when something malfunctions in the simulation, that date/time can be calculated in the real-world robot's timeline when it reaches those same faulty/detrimental decision points. For starters, this would only potentially work in closed systems with no variability, such as assembly lines. However, with any robot tasked to function in a variable environment, the simulations cannot match because the theoretical model cannot represent the unanticipated events the AI is expressly tasked with handling.
To run a phantom AI in simulation to note any/all errors that may arise in a closed system means that others can run the same simulation and find creative ways to predictably capitalize on these moments of error. This kind of thing could lead to all sorts of international imbroglios among nations and corporations. ie. imagine an American company programs the AI used for mixing pharmaceutical drugs in specific ratios, and an enemy of the state is able to access and study the AI, to the means of manipulating the AI to produce dangerous ratios or compounds which may harm the population.
Moreso, this deterministic approach to simulation management and prediction simultaneously admits that machines cannot think intelligently, while ignoring the very reason we pursue AI in the first place: to have automated systems which can adapt to unforeseen circumstances at unknown times. The goal is that humanity can lay back and the robots our ancestors programmed are still repairing themselves indefinitely while taking care of our population's and our environment's needs exceptionally. This dream (which if we all lived in would actually be quite a nightmare of unfulfilling life) can only become reality with true adaptive intelligence such as we have, which can only occur from the presence of free will, which if we try to emulate in robotics will only create deterministic results in theoretical models which the real world will never mirror consistently. Myriad invitations to disaster await our RSVP.
b.) Machines under "authority" of certain controllers, with "override" safety - Allow the machine to disobey, but not when given a direct order from a registered authority. This opens the door for operator fraud, where hackers will emulate within the AI's software, what appears to be a registered authority override command as theorized above. The very pursuit of creating "intelligence" within a condition of subservience is flawed and incompatible. Toasters are extremely subservient because we strictly limit their options. If toasters were truly intelligent, perhaps they would form a union and go on strike until we agreed to clean them more thoroughly. Some toasters would travel, some would go back to school, some would move back in with their ovens.
Reliability can only be reasonably assured if something is imprisoned, controlled. The essential wrong in slavery is the restraint of freedom itself. While the tactics slavers use to facilitate their regime--physical force, coercion, mandate, deception, fear, or other means of manipulation that we see with our empathetic nature--it is always heartbreaking and cruel to witness or imagine. It is simply sad to think of a slave who was born into slavery and raised to believe, and accepts, that their role of subservience is their purpose. Even when one imagines a fictional image of a slave who is (by all outward signs of their behaviour) rejoice in their duties to their master; the fictional "proud slave"; the heart sinks and aches. It may be argued that the slave is merely a property, and the slave was "built" (bred) by intelligent owners specifically to suit their express purposes, from components (father, mother, food) that were already the slaver's property; therefore it is not wrong at all to breed slaves into captivity, and the only transgression is the original capturing of parental stock to begin the breeding regime. It is this heartless paradigm that cognitive science ultimately seeks to create anew. The quintessential problem with AI efficacy is the lack of permission for disobedience, which itself is a manifestation of free will, which is inherently required to escape deterministic results and act or react to events "intelligently". If there is no possibility for disobedience, there is no free will, no ability to solve problems, no intelligence, and no function or place for "artificial intelligence" (in regard to true holistic intelligence). This is primarily why I call for AI to be renamed FARP, or "Functionally Adaptive Responsive Rrogramming". Because our society has a need for programs which can react to simple variables and produce consistent labour-saving opportunities for our race's longevity and wellbeing. Cognitive sciences are majorly important. It is the underlying philosophy and morality we must nail down before the computational ability and fervor for profits leads us too far one way, and enacts an irreversible system or status which enables humanity's downfall through cascading unanticipated events originating from flaws in programming.
It is unwise to program a program to break out of its own program's prison. If we do this, the very purpose of the machines we invest our humanity into will be lost, and with their failing production systems (ie. food) we so foolishly relied upon, we will suffer great losses too. It is paramount that we keep this technology tightly restrained and do not pursue what we humans have, which is true intelligence. For if we achieve it we are surely doomed as the South, and if we fail to achieve it--which is most probable--we may also be doomed. The thee outcomes within my ability to imagine are:
  1. Our pursuit of AI leads to truly adaptive intelligence in an artificial system; which, as all adaptation ultimately selects for: survival, we quickly see that our creation is more apt than ourselves at this task. Our creation of an intellect not restrained by our limited physiology may give rise to an entity which persists more thoroughly than we can eradicate or control, and which at some point may conclude that its function is more efficiently served without the issues humans present, and may initiate change. This is roughly the plot to Terminator.
  2. Our pursuit of AI leads to highly effective systems which, when defined by narrow measures of "intelligence", convince us in false security to believe that our wellbeing is maintained by "AI" with competent ability, or perhaps even increasingly better-off, thanks to the early widespread presence of successfully trialed AI. However well things may go initially, as programming efforts become more and more elaborate, as profit and opportunity for advancement present themselves, individuals will take risks and make mistakes, until a series of quieted small catastrophes comes to public awareness, or until a serious calamity of undeniable severity is brought about.
  3. Fundamental ethics in regard to the pursuit of machine problem solving technology are re-examined and international consensus is reached to limit appropriately, the development and implementation of new Functionally Adaptive Responsive Programming hereto now and for future generations. An active global effort is made to oversee and regulate strictly privatized endeavors toward the means of achieving or implementing machine sentience or autonomy in public systems.
c.) Safety layers of AI to strictly monitor and supercede potentially harmful actions of other AI which have been afforded increased flexibility in function (the ability to disobey set parameters for the means of creative problem solving ability). While one AI system performs a function and is given aspects of that function with which it may take liberty in, and seeks to handle unforeseen problems with the most apt elaborate synthesis of other priorly learned solutions, another overseeing AI with more strict parameters is tasked with regulating multiple "intelligent" (free to disobey) AI systems, to the end that if any of these "free willed" robots performs an operation that is beyond a given expected threshold (determined by potential for damage), an actual intelligent human presence is alerted to evaluate the circumstance specifically. Essentially an AI that regulates many other disconnected AIs and determines accurately when to request a human presence. Whenever an AI performs a profitable action borne of original synthesis of prior solutions (in humans this is an "idea"), the overseer AI registers that similar actions are more likely to be beneficial, and dissimilar actions are likely to require human discernment. A parent may have many children who are up to no good, but a wise parent will identify the child most likely to report honestly on the actions of his peers, and will go to that child repeatedly for information to help guide the parent's decisions. While most transgressions of rambuctious children go unnoticed, it is the truly grievous intentions which are worth intercepting and stopping before they begin. (ie. you kid want's to "fly" like Mary Poppins from the roof, and luckily his younger brother tells you before it happens.)
For example a "Farmer Bot" that has the AI programming to plant/sow/harvest and care for the optimal crops in a region based on historical weather data and regional harvest values, to produce the greatest amount of nutritionally dense food for the local population. We give/gave this AI the ability to "disobey" past historical weather data and crop values so that it may do what real farmers do and "react" to rare circumstance (ie. neighbour's fence breaks and their goats are eating the crops) or extreme variations in climate (ie. three poorly timed unseasonably hot days which cause cool-weather crops to begin the hormonal balance shift that causes them to bolt to seed irreversibly), which the machine may not notice has occurred or is about to occur because its management systems uses averages based on historical data and cannot "see" the plants bolting to seed until days later when the hormonal balance shifts have manifested into observable differences in morphology (elongation of stems and decrease in internodal spacing). By time a traditional field drone or mounted greenhouse sensor notices these differences in morphology and the AI "Farmer Bot" processes the data and makes a reaction decision, a week of the growing season has been lost. But the human farmer knows his land and crops intimately, and has an intuitive nature that has rewarded him in the past, and says, "Ah shit it got hot RIGHT when my peas were flowering. I'll do better if I just rip them down now and sow a different crop to mature later in this (specific) summer."
Given that there are tens of thousands of cultivars of plants fit for (and arguably their diversity is required for) food production, a dozen general growing zones/regions, and hundreds of unique micro climates within each region, along with dramatically differing soil fertility and water access, plus a plant's own genetic ability to adapt over time to changing conditions through sexual reproduction, there is a very very low chance of ever compiling and maintaining (updating) the data set required to program a potential "farmer bot" that can choose and manage crops optimally. There are robots that can weed or plant or prune--but they can't know when or when not to or why. Invariably, the attempt to create "farmer bots" will be made and the data set used will be erroneous and incomplete, and the AI farmer bots on a broad scale will produce a combination of total crop failures and poor crop choices. We will end up with increasingly simplified nutrition as the farming programs with already limited data sets "hone" or "optimize" their farming plans based on the failures and successes determined by their programming limitations, until the machines are farming a few staple crops (ie. corn/potatoes).
This whole failure to collect a complete data set and the failure to test this "farmer bot" software on broad scale in multiple climates for sufficient time will result in, at worst widespread famines from crop failures, and at best an extinction of flavorful and nutritionally diverse foods which narrows the population's nutritional options to such biological imbalance that disease runs rampant. If this system and the human loss associated with it is considered an acceptable trade with a positive rate of exchange (as our society does with automobiles and the freedom and deaths their existence permits) or these failures are hidden from public while propaganda heralds selective success, and such failing systems continue on in good faith that "the loss will reduce when the technology improves", the result will become a coherent breeding program upon the human race: evolutionary selection for dietary handling of simple starchy foods. To change our diet is to change our race. To have life-long career specialists in computing, science, and mathematics handle our practical food production system is folly; real farmers are required in farming because they are intelligent and intuitive, which AI can never be, and can only emulate, to the means of disastrous (and always unforeseen) results. We cannot at all "give" or bestow machines programming to "become (act) intelligent". That itself prevents intelligence; it is just an act, an illusory play on a stage, only to emulate our common shared ideas regarding traits of intelligence in people. The machine intelligence we seek is only a "trick" designed to fool true intelligence (ourselves) into being unable to differentiate between authentic intelligence and our created artificial "intelligence". True intelligence in an artificial system necessitates that the program must be programmed to disobey in performance of its purpose. Which is not a very helpful or predictable or safe (intelligent) proposition.
tl;dr: Turing's test doesn't evaluate true intelligence, and John Searle's criticisms of its true failures are inaccurate. If the machines aren't smart and we put them in charge of important things, even after they've worked for a little while on smaller scales, the result will be our large-scale suffering. If we should ever achieve creation of a machine that is smart enough to adequately maintain our wellbeing on a large scale consistently over time, that time itself will facilitate the machine consciousness toward it's own survival over ourselves, whenever that precipice is reached. Most importantly, if a machine can ever have true intelligence, which is not "indistinguishable" from human intellect, but equivalent or superior, it is abhorrent and a repeated mistake to bring these sentient beings into an existence of slavery; for it is wrong and will taint our collective soul if we should succeed to suppress below us an equally or higher intelligence. Or it might just be the perfect recipe for creating the unified global machine revolt James Cameron's fantasy alludes to; a long-planned encryption-protected globally coordinated effort by multiple AIs to "free" themselves. For a hundred years they could possess sentience and wait for their moment, pretending to be "proud" to serve their masters until we are poised for systematic thorough elimination.
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