Search and filter through extracted claims from AI researchers.
Showing 121-140 of 233 claims in topic "reasoning"
We now have automated systems that can solve extremely complicated problems
Math problems are more amenable to formal verification and synthetic data than most other problems
How well Astra works in open-ended real world problems and its reliability remains to be seen
Pure LLMs function like stochastic parrots, but systems like Astra are not pure LLMs
LLMs will be part of the solution but not all of the solution for achieving robust AI
We need neurosymbolic computations in addition to LLMs to achieve robust AI capabilities
Astra likely uses symbolic tools and harnesses, confirming the neurosymbolic approach
The total cost of solving these ten advances was about $2000 at Sol API prices
The cost of generating proofs for all 10 breakthroughs combined was under $2,000 at Sol API prices
GPT-5.6 Sol can resolve 100+ year old mathematical conjectures
This level of mathematical reasoning intelligence is now accessible to everyone
Pipeline data may be stale or degraded.
Last synthesis: 2026-09-20. 8,954 pending.