sat-solver

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NP-Overrated

Hacker News Top · yesterday Cached

An essay arguing that NP-hard problems are often not as intractable in practice as commonly believed, citing modern solvers and algorithmic advances that handle real-world instances efficiently.

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#sat-solver

A Forced-Structure Reduction and Verifiable Bounds for Conway's 99-Graph

arXiv cs.AI · yesterday Cached

A paper reports an AI-agent-driven attack on Conway's 99-graph problem, providing partial-credit bounds, a forced-structure reduction, and a verifiable framework, without solving the open question.

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#sat-solver

My two year old taught me constraint solving

Hacker News Top · 2026-07-10 Cached

A blog post explaining how building Brio train track layouts with a toddler inspired the author to explore constraint solving and backtracking search algorithms.

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#sat-solver

@charliermarsh: This talk that I gave at Jane Street a year ago is by far the one that is referenced to me most in-person. People seem …

X AI KOLs Following · 2026-06-25 Cached

Charlie Marsh's talk explains how uv, a Rust-based Python package manager developed by Astral, solves dependency resolution with a CDCL SAT solver and a unified lockfile, achieving extreme speed by rethinking the toolchain from scratch.

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