AI

AI Reddit Mar 8, 2026 2 min read

A high-signal LocalLLaMA post introduced a free patent search engine that indexes 3.5 million US patents in a 74GB SQLite database, uses FTS5/BM25 for ranking, and runs Nemotron 9B locally for 100-tag classification and query expansion. The project is notable because it rejects vector-search defaults in favor of exact phrase matching and a deliberately simple deployment stack.

AI Hacker News Mar 8, 2026 2 min read

A front-page Hacker News thread drew attention to SWE-CI, an arXiv benchmark that evaluates coding agents on 100 real repository evolution tasks rather than one-shot bug fixes. The paper frames software maintainability as a CI-loop problem and reports that even strong models still struggle to avoid regressions over long development arcs.

AI Mar 8, 2026 2 min read

Microsoft and OpenAI said on February 27, 2026 that OpenAI's new funding and new partners do not change the previously disclosed terms of their relationship. The companies said Azure remains the exclusive cloud for stateless OpenAI APIs while OpenAI still has room to secure additional compute elsewhere, including through Stargate-scale infrastructure projects.

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