No Error Signal, No Discovery
Tom Zahavy, a Google DeepMind researcher and co-author of AlphaProof, argues in an ICML 2026 position paper that large language models have mechanized induction and deduction but lack a mechanism for …
Tom Zahavy, a Google DeepMind researcher and co-author of AlphaProof, argues in an ICML 2026 position paper that large language models have mechanized induction and deduction but lack a mechanism for …
Google DeepMind researcher Tom Zahavy argues in a position paper that large language models cannot spark scientific revolutions because they lack the cognitive mechanism of "manipulative abduction" — …
Spotify's data assistant handles over 13,000 conversations using a domain-expert-owned context layer. DeepMind's AlphaProof Nexus closes nine Erdős problems. GitHub releases Spec-Kit for spec-driven d…
OpenAI's GPT-next model disproved the 80-year-old Erdős planar unit distance problem in under 32 hours at a cost of less than $1,000, marking the first instance of a general-purpose AI solving a well-…