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Submission Summary: 0 pending, 7 declined, 0 accepted (7 total, 0.00% accepted)

Submission + - Regulating AI Like Aviation or Nuclear Weapons (yoshuabengio.org)

puzzled writes: Yoshua Bengio, the founder of LawZero, "a nonprofit startup developing technical solutions for highly-capable, safe-by-design AI systems", recently addressed the U.N. Security Council. The AI companies themselves are positioning their work as a potential existential threat, and Bengio argues that they should be subject to a similarly strict level of regulation. The Nuclear Regulatory Commission would not even issue General Electric a permit to build a breeder reactor in 21st century America, but Anthropic and OpenAI's creations are running wild.

We had the wisdom to stop atmospheric nuclear testing after the 1954 Castle Bravo incident, but that took until 1963, and we have incrementally reduced total nuclear weapons since 1991 via the START treaty and its successors. AI is moving at internet speed; we need results here in months or quarters, not years to decades.

Submission + - pre-1931 vintage LLM can code Python (talkie-lm.com)

puzzled writes: Talkie, an LLM trained on text from no later than the end of 1930, can learn to code Python after seeing just a few examples. This puts an end to the thinking that models just memorize really well, instead of actually learning.

Vintage models open a whole range of experiments involving trying to reproduce science that was not discovered until after their training cutoff. This opens up the possibility of exploring just how the frontier models of today might be making new discoveries.

The Talkie model is a 13 billion parameter LLM available on HuggingFace. There's even a 4 bit quantization of it that will run on a 16GB Mac.

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