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NVIDIA's GTC keynote sets the hardware ceiling for agentic AI while MCP's security floor keeps cracking open.

This week exposed the fragility underneath frontier AI's polish: a single training prompt unaligns 15 models, LLM agents deanonymize you from your Reddit posts, and Anthropic reveals industrial-scale model theft from Chinese labs.