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Anthropic's Claude Code is reportedly responsible for 4% of public GitHub commits, with projections suggesting it could reach over 20% by the end of 2026. This rapid adoption indicates a significant shift in software development, potentially automating a substantial portion of coding tasks. The author also touches on unrelated political commentary regarding the Department of War and Anthropic, but pivots back to the impact of AI on software engineering. AI

AI firm Anthropic has sued the US government, challenging its designation as a "supply chain risk" after disputes over military use of its AI tools. The company argues the government's actions, including public criticism and contract restrictions, violate its First Amendment rights and have caused significant financial and reputational harm. Meanwhile, a US government webpage detailing AI vetting agreements with companies like Google, xAI, and Microsoft has disappeared from its website, raising concerns about transparency in government AI procurement. AI

Google Research has introduced a new framework to evaluate the alignment of behavioral dispositions in large language models, adapting established psychological assessments into situational judgment tests. This approach quantizes model tendencies against human social inclinations, identifying deviations from human consensus. Separately, Google Research also developed SLED (Self Logits Evolution Decoding), a novel method that enhances LLM factuality by utilizing all model layers rather than just the final one, without requiring external data or fine-tuning. AI

Google DeepMind has introduced the FACTS Benchmark Suite, a new set of evaluations designed to systematically assess the factuality of large language models across various use cases. This suite includes benchmarks for parametric knowledge, search-based information retrieval, and multimodal understanding, alongside an updated grounding benchmark. The initiative aims to provide a more comprehensive measure of LLM accuracy and is being launched with a public leaderboard on Kaggle to track progress across leading models. AI