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Things I Read

TitleSourceDateCommentary
Steering Semantic Data Processing With DocWranglerarXiv2025-04-20Research on DocWrangler for semantic data processing.
OpenAI Economic BlueprintOpenAI Research2025-01-13Fascinating analysis of AI's economic impact. The section on middle market opportunities particularly resonates with current business trends.
WEF Future of Jobs Report 2025World Economic Forum2025-01-08Comprehensive analysis of global employment trends and the impact of technological advancement on the future workforce.
A Roadmap to Reproduce o1arXiv2024-12-18Technical deep-dive into model reproduction. Important insights for local model training and optimization.
CyberSecEval 3Meta Research2024-12-15Critical research on evaluating cybersecurity risks in LLMs. Essential reading for anyone working with AI in production environments.
DocETL: Agentic Query Rewriting and Evaluation for Complex Document ProcessingarXiv2024-10-16Paper on agentic systems for complex document processing and query rewriting.
Executable Code Actions Elicit Better LLM AgentsarXiv2024-02-01Research on improving LLM agent capabilities through executable code actions.
xingyaoww/code-actGitHub2024-02-01Official repository for the paper "Executable Code Actions Elicit Better LLM Agents".
LangChain State of AI 2024 ReportLangChain Blog2024-01-25Comprehensive overview of where AI development is heading. The focus on local AI deployment and privacy-first approaches aligns with current industry shifts.