AI Moves From Agents to Production Substrates
AI development shifted from generic agents toward proofs, kernels, production media workflows, and the data infrastructure needed for physical systems.
Ai-Infrastructure
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Agents Become Work Systems, Not Chatbots
Agent tooling shifted toward executable research, skills, and control surfaces while infrastructure and trust gaps sharpened.