A connection between capability-based security and lambda calculus
Motivation
killerstorm’s blog
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METR’s time-horizon of software engineering tasks does not mean what you think it means
Consider: METR: Measuring AI Ability to Complete Long Tasks
The future of LLMs: cognitive core + cartridges?
Andrej Karpathy introduced a concept of a “cognitive core”:
Experiments with automated ML experiments
How far is AI from being able to improve itself?
Can LLMs actually represent meaning? / Getting over the impenetrable wall
A discussion of AI and LLM often hits an impenetrable wall: “But it’s just a statistical model, and thus it cannot really …”. The variations of the “stochastic parrot” arguments assert that being trained on a language, LLM can capture only the surface aspects of the language (e.g. that word X often follows a sequence (W1, W2, W3)), but not the underlying meaning.