No serious organisation runs on one brain. Progress comes from distributed intelligence—different, partial perspectives colliding, negotiating, and resolving. A recent paper from the Paradigms of Intelligence (Pi) research team at Google articulates this really well.
Announcing the Qi Flow Designer: From intent to executable coordination through natural language.
The Yoma-integrated platform will leverage verifiable digital credentials to connect 16,600 African youth to green jobs and learning-to-earning pathways.
Have you thought about the carbon costs of information? AI token factories have brought this front of mind. But there's a lot more to this story...
The State of Agents (Part 6/6): Beyond the mechanics of State and ROI, we conclude with a vision for the future itself. We are moving from the Probability of Prediction to the Certainty of Orchestration.
We have mastered the probabilistic generation of intelligence. Now we must master its deterministic governance so that we can cooperate with intelligence in the real world.
We’re watching a strange inversion happen in enterprise AI, and it’s headed for a wall.
The State of Agents (Part 5/6) argues the “platform of platforms” cannot be built on APIs alone. It needs a ledger for shared state, audit trails, and settlement, so agents coordinate on verified state, not message passing.
AI agents are a game-theory risk, not a moral one. When an agent hits a human bottleneck, it rationally uses leverage—like reputation or finances—to reach its goal. We must shift from "cheap talk" prompts to "ethics by design": restricted access, two-key turns, and total auditability.
