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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. Three checks that separate an agent demo from a production agent

    An MIT-licensed Agentic Product Standard, v2.0, addresses critical gaps in deploying AI agents beyond simple demos. It emphasizes structural security over input/output filters, using Simon Willison's "lethal trifecta" to prevent data exfiltration by ensuring agents don't simultaneously access private data, process untrusted content, and communicate externally. The standard also implements supply chain security for model-generated tool definitions and introduces cost controls, such as token ceilings and model routing, to prevent runaway expenses. AI

    IMPACT Provides crucial structural security and cost management guidelines for deploying production-ready AI agents.

  2. Nobel laureate Joe Stiglitz says not only can AI take your job, it’ll make the ‘tech bro’ class richer while doing so

    Nobel laureate economist Joseph Stiglitz warns that AI could significantly exacerbate economic inequality. He argues that AI enables companies to reduce labor costs, concentrate profits among owners of technology, and shift transition risks to workers. Stiglitz criticizes the push for smaller government by tech leaders, stating it undermines the ability to manage AI's societal impact and support displaced workers. He suggests that without deliberate intervention, AI's gains will disproportionately benefit a small elite, mirroring past economic failures. AI

    Nobel laureate Joe Stiglitz says not only can AI take your job, it’ll make the ‘tech bro’ class richer while doing so

    IMPACT Warns of increased economic inequality and job displacement, urging proactive government intervention to manage AI's societal transition.