Noam Brown
The cost of generating proofs for all 10 breakthroughs combined was under $2,000 at Sol API prices
AI reasoning capabilities will continue to advance significantly year over year
GPT-5.6 can solve famous frontier math/stat questions and one-shot a perfect IMO score
GPT-5.6 Sol Ultra produced a proof of a 50 year old math conjecture using a publicly available model
Latency becomes a bottleneck as test-time compute scales from seconds to weeks
Scientists and researchers will be able to accomplish significant work with GPT-5.6 Sol Ultra
Test-time compute budgets have significant impact on frontier AI model evaluations
Astra will be a major step for scientific reasoning
AI reasoning capabilities will continue to advance significantly year over year
Scientists and researchers will be able to accomplish significant work with GPT-5.6 Sol Ultra