The Yoma-integrated platform will leverage verifiable digital credentials to connect 16,600 African youth to green jobs and learning-to-earning pathways.

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.

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.

We share some thoughts on the Cyberhaven 2026 AI Adoption & Risk Report, and view this from the lens of AI Accountability.

The State of Agents (Part 4/6) shifts the conversation from the technical (Architecture/Safety) to the financial (ROI/Business Value), directly addressing the "Pilot Purgatory" that most enterprises are currently experiencing.

"HR for bots" is a management trap. Adding agents increases entropy, not just throughput. To build systems that actually work, we need to move from "chat" to "state" and treat AI output as a claim to be settled, not an answer to be trusted. Stop scaling chaos and start building protocols.

Trust (in AI agents) must be engineered, not implied. This is what we refer to as "Agent Physics".

The State of Agents (Part 3/6) shifts the focus from what agents do (Skills/Agency) to how we govern them. We believe the current trend of "AI Supervisors" doesn't make sense, and explain why we think "Physics for Agents" is the superior safety model.