My good AI will take down your rogue AI.
AGI
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AI Existential Risk and Open Source AI Debate
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Another comment to a tweet from @tegmark asking me (again) why I think AI won't kill us all, and claiming that the question of existential risk is disconnected from the question of open source AI.
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Recurring AI Gone Wrong Theme in Science Fiction
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Same story in 2001: A Space Odyssey.
Same story in Frankenstein.
A recurring theme in SciFi. -
Could Open Source SkyNet Have Prevented Terminator Takeover?
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Since many AI doom scenarios sound like science fiction, let me ask this:
Could the SkyNet take-over in Terminator have happened if SkyNet had been open source? -
World Model Optimization: Cost Function for Action Planning
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An objective function C(f(x,a),y) that must be minimized with respect to a.
– x: current observation from sensors (or a prompt)
– a: imagined action sequence
– f(x,a): a model of the world that predicts the outcome of taking actions a
– C(f(x,a),y): a cost function measuring the -
Knowledge Versus Intelligence: Why LLMs Differ From Human Cognition
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No human brain contains as much knowledge as Wikipedia.
But that doesn't make Wikipedia smart.
An LLM that could correctly answer any question whose answer is in Wkipedia would have more knowledge than any human.
But it still would not be nearly as smart as humans. -
Objective-Driven AI Systems: Evolution Since 2016
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I've been making the case for objective-driven AI systems in talks since 2016.
But I've used the name Objective-Driven AI only recently.
E.g. here: -
Joint Embedding Predictive Architecture Evolution Since 1993
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World models from video: since 2014.
Learned World Models for planning: since 2018.
Joint Embedding Architectures: since 1993, but a lot more since 2019.
Joint Embedding Predictive Architecture (JEPA) for images: since 2021.
JEPA trained from video: since earlier this year. -
Goals and Planning Mechanisms Essential for Advanced Machine Intelligence
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I'm not entirely sure what @sapinker means by "explicit knowedge", but goals combined with a mechanism to plan actions that fulfill those goals do seem necessary for Advanced Machine Intelligence (AMI).
One of several things @sapinker and I agree on.