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#theorem-proving

3 curated events
papersTODAY 04:00 UTC

Olympiad geometry theorems proved on a superconducting quantum processor

A new arXiv preprint describes using a superconducting quantum processor to carry out automated proofs of olympiad-style geometry problems. The work sits at the intersection of automated theorem proving and quantum hardware, a pairing that has mostly been explored in theory. It suggests quantum devices could play a role in symbolic mathematical reasoning tasks traditionally handled by classical systems.

quantum-computing/theorem-proving/research/geometry
papersSEP 10 04:00 UTC

TreeThink: Modular Tree Search Library for LLM Mathematical Reasoning Published on arXiv

A revised arXiv preprint introduces TreeThink, a modular library for applying tree search to mathematical reasoning with large language models. The authors argue that existing LLM tree search frameworks focus on natural language reasoning and lack native integration with formal verifiers, a gap TreeThink fills to support systematic exploration of proof spaces in neural theorem proving.

tree-search/reasoning/math/theorem-proving
papersSEP 12 04:00 UTC

New Method Learns Non-Ground Clauses in SMT Solving

A new arXiv paper addresses a limitation in satisfiability modulo theories (SMT) solvers that handle quantified formulas by generating ground instances. In existing CDCL(T)-style pipelines, conflict analysis can only derive learned clauses over ground terms, which the authors argue restricts reasoning power. The work extends conflict-driven learning so that non-ground clauses can be learned directly during solving.

smt/theorem-proving/formal-methods/research