Inference Network | Auditable Autonomy

Panoptes: A New Audit and Control Layer for AI Agents

Human Root of Trust: A Framework for Cryptographic Accountability in Autonomous Agent Systems

The Human Root of Trust is an open framework for establishing cryptographic accountability in autonomous agent systems. It addresses the fun

Designing Responsible Agentic AI Systems: New UX Research Methods for Trust and Accountability

The article discusses the emergence of agentic AI systems that can plan, decide, and act autonomously, moving beyond generative AI to proact

Trust Scores for AI Agents: A Framework for Graduated Permissions Based on Behavioral Evaluation

This article proposes a trust-scoring framework for AI agents, arguing that AI systems should earn permissions progressively over time rathe

Satya Nadella: AI agents need employee-like identities, permissions, and audit trails in enterprises

Microsoft CEO Satya Nadella argues that AI agents should be managed like human employees within organizations, requiring them to have identi

Practical UX Design Patterns for Building Trustworthy Agentic AI Systems

The article provides practical UX design patterns and frameworks for building agentic AI systems that prioritize user control, consent, and