Agents Need Boundaries
Trust (in AI agents) must be engineered, not implied. This is what we refer to as "Agent Physics".
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.
The State of Agents (Part 2/6): Why "Self Empowerment" is a consumer fantasy, and true agency requires authority to act.
The State of Agents (Part 1/6): Why we need to stop writing prompts and start using Agent Physics to engineer agents with skills that can perform work based on the state of real-world systems.
Agents are getting cheaper by the week. Coordination is not. Especially when this needs to happen across organisational domains and institutional boundaries, or within functional teams using AI agents.
How IXO is helping to build Asia’s Sovereign Intelligence Layer for Infectious Disease Control
From experiments to intelligent cooperation: DAOs are evolving. With AI, cross-chain tooling, and PODs, governance is becoming autonomous, interoperable, and intelligent. The IXO Co-Operating System powers scalable, verifiable, and human-aligned cooperation.
An experiment in digital sovereignty. How a joint digihub.li–IXO development explores culturally rooted digital sovereignty and self‑determination, giving businesses and citizens greater agency over their data and the digital infrastructure they use.
IXO transforms fragmented data into machine-interpretable, verifiable knowledge using ontologies, semantic graphs, and blockchain. These elements power cognitive digital twins - intelligent systems that perceive, reason, and adapt to create real-time, provable impact.