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Source channel @githubtrending · Post #15531 · Feb 28

#python#mcp#mcp_server#open_data#opendata Data.gouv.fr MCP Server lets AI chatbots like Claude or ChatGPT search, explore, and analyze over 74,000 French open datasets via simple questions, such as "Show latest Paris population data" or "Find real estate prices," without manual browsing. Connect easily to the free public endpoint https://mcp.data.gouv.fr/mcp—no API key needed. You benefit by getting instant, accurate access to public data like company info, metrics, and resources, saving time on research or apps and enabling quick insights from France's top-ranked open data platform. https://github.com/datagouv/datagouv-mcp

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AI & Law

@ai_and_law · Post #546 · 04/10/2025, 07:04 AM

🇪🇺📖Algorithmic Management in the EU: A Structural Shift in Labor Governance The European Commission’s Directorate-General for Employment has released a study on algorithmic management (AM), offering the most comprehensive analysis to date of how digital systems are transforming workforce governance. Covering everything from recruitment and task allocation to performance evaluation and contract termination, the study shows that around 25% of EU enterprises — especially large private companies — are already using AM tools, with adoption expected to rise by 3–6% annually over the next decade. This multi-year research project, developed with input from social partners, academics, and industry leaders, highlights both operational efficiencies and significant legal and ethical challenges. Among them: threats to worker privacy, diminished autonomy, lack of transparency, and deskilling. While current EU legislation — including GDPR and anti-discrimination directives — offers partial coverage, the study identifies critical regulatory gaps. As algorithmic oversight becomes embedded in everyday management, the findings make one thing clear: governance must evolve just as fast as the technology it aims to regulate. #AIandLaw#EURegulation#DigitalGovernance