MCP — The Model Context Protocol — an open standard that lets any AI assistant plug into any tool or data source without custom integration code.
eval — A repeatable test for AI quality — a set of tasks plus scoring — used the way software teams use test suites, because model output is too variable to judge by eyeballing.
AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
Why it matters
Sorts out the overlapping AI agentAn AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.Full definition →-commerce protocols and what each actually carries — including AP2 mandates with an authorizing party, spend ceiling and revocation URL — plus why merchants must push feeds rather than answer catalog searches.
videoCan LLMs Write Fast Multi-GPU Kernels? — Simran Arora, Together AI
videoHow to Generate Mergeable Code with a Context Engine — Peter Werry, Unblocked
videoFinOps for AI Agents: Who Spent All the Tokens? — Tisha Chawla & Susheem Koul, Microsoft
videoWhat If Your Chip Design Team Moved Like a Single Body? — Abduallah Mohamed, AIDAChip
