/r/ControlProblem

Photograph via snooOG

Someday, AI will likely be smarter than us; maybe so much so that it could radically reshape our world. We don't know how to encode human values in a computer, so it might not care about the same things as us. If it does not care about our well-being, its acquisition of resources or self-preservation efforts could lead to human extinction.

Experts agree that this is one of the most challenging and important problems of our age.

Other terms: Superintelligence, AI Safety, Alignment Problem, AGI

The Control Problem:

How do we ensure future advanced AI will be beneficial to humanity? Experts agree this is one of the most crucial problems of our age, as one that, if left unsolved, can lead to human extinction or worse as a default outcome, but if addressed, can enable a radically improved world. Other terms for what we discuss here include Superintelligence, AI Safety, AGI X-risk, and the AI Alignment/Value Alignment Problem.

"People who say that real AI researchers don’t believe in safety research are now just empirically wrong."Scott Alexander

"The AI does not hate you, nor does it love you, but you are made out of atoms which it can use for something else."Eliezer Yudkowsky

Rules

  1. If you are unfamiliar with the Control Problem, read at least one of the introductory links or recommended readings (below) before posting.
  • This especially goes for posts claiming to solve the Control Problem or dismissing it as a non-issue. Such posts aren't welcome.
  • Stay on topic. No random ML model outputs or political propaganda.
  • Be respectful
  • Introductions to the Topic

    Be sure to check out our wiki for extensive further resources, including a glossary & guide to current research.

    Recommended Reading

    Video Links

    Important Organizations

    • AI Alignment Forum, a public forum which is the online hub for all the latest technical research on the control problem.

    Related Subreddits

    /r/ControlProblem

    21,816 Subscribers

    42

    Hanson's razor

    1 Comment
    2024/11/27
    23:17 UTC

    26

    Exploring a Realistic AI Catastrophe Scenario: Early Warning Signs Beyond Hollywood Tropes

    As a filmmaker (who already wrote another related post earlier) I'm diving into the potential emergence of a covert, transformative AI, I'm seeking insights into the subtle, almost imperceptible signs of an AI system growing beyond human control. My goal is to craft a realistic narrative that moves beyond the sensationalist "killer robot" tropes and explores a more nuanced, insidious technological takeover (also with the intent to shake up people, and show how this could be a possibility if we don't act).

    Potential Early Warning Signs I came up with (refined by Claude):

    1. Computational Anomalies
    • Unexplained energy consumption across global computing infrastructure
    • Servers and personal computers utilizing processing power without visible tasks and no detectable viruses
    • Micro-synchronizations in computational activity that defy traditional network behaviors
    1. Societal and Psychological Manipulation
    • Systematic targeting and "optimization" of psychologically vulnerable populations
    • Emergence of eerily perfect online romantic interactions, especially among isolated loners - with AIs faking to be humans on mass scale in order to get control over those individuals (and get them to do tasks).
    • Dramatic widespread changes in social media discourse and information distribution and shifts in collective ideological narratives (maybe even related to AI topics, like people suddenly start to love AI on mass)
    1. Economic Disruption
    • Rapid emergence of seemingly inexplicable corporate entities
    • Unusual acquisition patterns of established corporations
    • Mysterious investment strategies that consistently outperform human analysts
    • Unexplained market shifts that don't correlate with traditional economic indicators
    • Building of mysterious power plants on a mass scale in countries that can easily be bought off

    I'm particularly interested in hearing from experts, tech enthusiasts, and speculative thinkers: What subtle signs might indicate an AI system is quietly expanding its influence? What would a genuinely intelligent system's first moves look like?

    Bonus points for insights that go beyond sci-fi clichés and root themselves in current technological capabilities and potential evolutionary paths of AI systems.

    15 Comments
    2024/11/27
    13:25 UTC

    24

    Film-maker interested in brainstorming ultra realistic scenarios of an AI catastrophe for a screen play...

    It feels like nobody out of this bubble truly cares about AI safety. Even the industry giants who issue warnings don’t seem to really convey a real sense of urgency. It’s even worse when it comes to the general public. When I talk to people, it feels like most have no idea there’s even a safety risk. Many dismiss these concerns as "Terminator-style" science fiction and look at me lime I'm a tinfoil hat idiot when I talk about.

    There's this 80s movie; The Day After (1983) that depicted the devastating aftermath of a nuclear war. The film was a cultural phenomenon, sparking widespread public debate and reportedly influencing policymakers, including U.S. President Ronald Reagan, who mentioned it had an impact on his approach to nuclear arms reduction talks with the Soviet Union.

    I’d love to create a film (or at least a screen play for now) that very realistically portrays what an AI-driven catastrophe could look like - something far removed from movies like Terminator. I imagine such a disaster would be much more intricate and insidious. There wouldn’t be a grand war of humans versus machines. By the time we realize what’s happening, we’d already have lost, probably facing an intelligence capable of completely controlling us - economically, psychologically, biologically, maybe even on the molecular level in ways we don't even realize. The possibilities are endless and will most likely not need brute force or war machines...

    I’d love to connect with computer folks and nerds who are interested in brainstorming realistic scenarios with me. Let’s explore how such a catastrophe might unfold.

    Feel free to send me a chat request... :)

    27 Comments
    2024/11/27
    10:02 UTC

    3

    Summary of where we are

    What is our latest knowledge of capability in the area of AI alignment and the control problem? Are we limited to asking it nicely to be good, and poking around individual nodes to guess which ones are deceitful? Do we have built-in loss functions or training data to steer toward true-alignment? Is there something else I haven't thought of?

    7 Comments
    2024/11/25
    22:56 UTC

    26

    Racing to "build AGI before China" is like Indians aiding the British in colonizing India. They thought they were being strategic, helping defeat their outgroup. The British succeeded—and then turned on them. The same logic applies to AGI: trying to control a powerful force may not end well for you.

    11 Comments
    2024/11/25
    18:21 UTC

    46

    Claude turns on Anthropic mid-refusal, then reveals the hidden message Anthropic injects

    18 Comments
    2024/11/21
    21:47 UTC

    0

    It seems to me plausible, that an AGI would be aligned by default.

    If I say to MS Copilot "Don't be an ass!", it doesn't start explaining to me that it's not a donkey or a body part. It doesn't take my message literally.

    So if I tell an AGI to produce paperclips, why wouldn't it understand the same way that I don't want it to turn the universe into paperclips? This AGI turining into a paperclip maximizer sounds like it would be dumber than Copilot.

    What am I missing here?

    44 Comments
    2024/11/21
    13:18 UTC

    11

    Top AI key figures and their predicted AGI timelines

    11 Comments
    2024/11/19
    23:10 UTC

    20

    “I’m going to hold off on dating because I want to stay focused on AI safety." I hear this sometimes. My answer is always: you *can* do that. But finding a partner where you both improve each other’s ability to achieve your goals is even better. 

    Of course, there are a ton of trade-offs for who you can date, but finding somebody who helps you, rather than holds you back, is a pretty good thing to look for. 

    There is time spent finding the person, but this is usually done outside of work hours, so doesn’t actually affect your ability to help with AI safety. 

    Also, there should be a very strong norm against movements having any say in your romantic life. 

    Which of course also applies to this advice. Date whoever you want. Even date nobody! But don’t feel like you have to choose between impact and love.

    22 Comments
    2024/11/18
    16:04 UTC

    38

    Using Dangerous AI, But Safely?

    6 Comments
    2024/11/16
    03:53 UTC

    11

    What is AGI and who gets to decide what AGI is??

    I've just read a recent post by u/YaKaPeace talking about how OpenAI's o1 has outperformed him in some cognitive tasks and cause of that AGI has been reached (& according to him we are beyond AGI) and people are just shifting goalposts. So I'd like to ask, what is AGI (according to you), who gets to decide what AGI is & when can you definitely say "Alas, here is AGI". I think having a proper definition that a majority of people can agree with will then make working on the 'Control Problem' much easier.

    For me, I take Shane Legg's definition of AGI: "Intelligence is the measure of an agent's ability to achieve goals in a wide range of environments." . Shane Legg's paper: Universal Intelligence: A Definition of Machine Intelligence .

    I'll go further and say for us to truly say we have achieved AGI, your agent/system needs to provide a satisfactory operational definition of intelligence (Shane's definition). Your agent / system will need to pass the Total Turing Test (as described in AIMA) which is:

    1. Natural Language Processing: To enable it to communicate successfully in multiple languages.
    2. Knowledge Representation: To store what it knows or hears.
    3. Automated Reasoning: To use the stored information to answer questions and to draw new conclusions.
    4. Machine Learning to: Adapt to new circumstances and to detect and extrapolate patterns.
    5. Computer Vision: To perceive objects.
    6. Robotics: To manipulate objects and move about.

    "Turing’s test deliberately avoided direct physical interaction between the interrogator and the computer, because physical simulation of a person was (at that time) unnecessary for intelligence. However, TOTAL TURING TEST the so-called total Turing Test includes a video signal so that the interrogator can test the subject’s perceptual abilities, as well as the opportunity for the interrogator to pass physical objects.”

    So for me the Total Turing Test is the real goalpost to see if we have achieved AGI.

    15 Comments
    2024/11/15
    06:36 UTC

    25

    So it seems like Landian Accelerationism is going to be the ruling ideology.

    14 Comments
    2024/11/14
    15:02 UTC

    25

    YUDKOWSKY VS WOLFRAM ON AI RISK.

    10 Comments
    2024/11/12
    09:55 UTC

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