PADCN: a 5-dimensional affective state model for AI personas
AI personas that respond the same way regardless of context feel robotic. PADCN gives them a behavioral modulation framework grounded in dimensional emotion models from psychology. Not feelings. Governance.
Dual-Intent Runtime Authorization: the authorization model AI agents actually need
AI agents act on behalf of humans, not as them. OAuth checks what they can do. DIRA checks whether what they're doing matches what they said they would. No published system treats this as a first-class runtime primitive. This one does.
Middle-Out: temporal compression for AI episodic memory systems
A novel approach to compressing AI memory that preserves what matters and discards what doesn't. Named after that show. Seriously.
Non-Human Identity for Agentic Systems
AI agents are non-human identities, not users. Most organizations govern human accounts and ignore the machine credentials that actually run their business. Here is a practical framework for closing the gap.