Agents and MCP

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Agents and MCP

OpenAI turns Navier-Stokes into a stress test for agent-driven science

An internal system coordinated some 10,000 agents, produced an analytical proof, and formalised it in Lean. The result may solve a Millennium Problem, but it also exposes the new obligations of verification, cost, and governance for automated research.

By Rubén Campoy11 September 20263 min read

Agents and MCP

The home becomes the next operating system for agents

Fambot promises to bring together email, calendars and family groups to turn dozens of notifications into a daily plan. The proposition tackles a real problem — the invisible burden of coordinating a family — but requires handing a single tool a particularly sensitive map of domestic life.

By Rubén Campoy3 September 20265 min read

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Agents and MCP

Agent Observability Requires More Than a Trace Dashboard

By Rubén Campoy8 September 20261 min read