AI
AI peer review gets a serious scale test at ICML
Google's PAT found 89.7 percent of tested math proof errors at ICML and STOC, moving AI peer review into real workflow while humans keep the final call.
#Research
6 stories tagged Research.
Research
Unit distance proof moves AI past clever math demos
The unit distance proof gives OpenAI an AI math win: n^1.014 unit pairs, with humans still doing the verification work.
Research
AI capability stopped slowing down. It sped up after 2024
Capability is improving about 15.5 ECI a year, and the rate rose after early 2024. The expected AI plateau never arrived.
Research
The model leaderboard is tightening to a photo finish
The gap between the best AI models and the rest is collapsing, and aggregate benchmark leaderboard scores now hide more than they reveal.
Research
The scaling curve nobody wants to extrapolate
Training compute for frontier models has grown about 5 times a year since 2020. The scatter looks clean, but every data point sits to the left of the real question.
Research
Training costs rise 3.5x a year. Efficiency is the only brake
Frontier training costs climb about 3.5 times a year while algorithms get 3 times more efficient. The two trends are racing, and the gap decides who can still compete.