Claims Browser

Open models will likely fill a long-tail ecosystem focused on efficiency and specialization rather than competing with closed models on the most valuable areas

"I put this mentally as my most likely outcome – open models are still incredibly useful, but fill a long-tail ecosystem relative to the closed counterparts that have monopoly ownership stakes in the most valuable areas like knowledge work collaboration, drug discovery, SWE, etc."

The established pretraining, midtraining, post-training lexicon may shift to pretraining, reasoning training, and post-training

"This could go so far as to change the established pretraining, midtraining, post-training lexicon that has been standard for a few years. It could come to be something closer to pretraining, reasoning training, and post-training."

Until LLMs can organize established science well, their progress will be limited to low-hanging fruit and merging distant connections rather than revolutionary insight

"Until this is solved, the progress of LLMs for science will look closer to solving low-hanging fruit and merging distant connections across fields, rather than any sort of revolutionary insight."

Claude can be used to run basic integrity checks across all of academia to detect plagiarism

"When will we get the reckoning, as in when we use Claude to run basic integrity checks across all of academia?"

OpenAI will declare AGI achieved internally by December 2026, according to Sam Altman

AI development will continue to become increasingly surprising and dramatic

The pace of AI advancement will never slow down for the rest of our lives

AI can and will create apps via vibe coding that have obvious flaws

AI will not exceed the intelligence of all people by the end of 2025

It is uncertain whether OpenAI and Anthropic can survive the commoditization of AI

AI Futures Project predicts superhuman AI will arrive in 2027

The transition from superhuman coders to superintelligence will be a key pathway in AI development

Incompetent people believing their own superiority and talking about 'magic intelligence in the sky' may lead to the demise of AI empires, similar to historical empire collapses

AI will inevitably move to 'patch (2)' in the long term as a more fundamental solution to deep learning's limitations

Proactive management of the transition to powerful AI will yield immense benefits

GenAI will cause immense chaos in society

Models are very close to being able to significantly accelerate scientific discovery

Anthropic is unlikely to reach $100B+ revenue for the year with $85B+ remaining to achieve