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1-dan master of the unyielding fist of Bayesian inference
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https://arcprize.org/blog/oai-o3-pub-breakthrough
OpenAI's new o3 system - trained on the ARC-AGI-1 Public Training set - has scored a breakthrough 75.7% on the Semi-Private Evaluation set at our stated public leaderboard $10k compute limit. A high-compute (172x) o3 configuration scored 87.5%.
The end of 2024 seems a particularly uncertain time in history, and theoretical computer science is no exception. Amid several breakthroughs and new findings, the field also confronted its own doubts and limitations. For example, artificial intelligence once again dominated the popular discourse this year. Researchers have begun to understand what might be going on within the “black boxes” of…
Many types of discoveries can surprise and delight, but few findings are more exciting than the overturned assumption — when scientists, sometimes accidentally, stumble upon a way to flip received wisdom on its head. For example, biologists have assumed for decades that the immune system regulates itself, without the intervention of our brains. But this year they discovered that a neural circuit…
Will 2024 be remembered as a banner year in the quest to understand the universe, or just an average one? That depends on whether a result from this spring turns out to be real. In April, physicists detected a hint of a signal suggesting that dark energy, the mysterious energy of space itself, may be weakening. “Hint” is the preferred term because the sign in the heavens isn’t quite robust…
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