• Lightning Talks

Prompting and AGENTS.md don’t scale as agentic systems grow in complexity. We need a shared layer agents can anchor to and validate against. I’ll introduce a new research system I’m developing that makes entities, interactions, constraints, and tests globally referenceable. From there, we’ll imagine AGI has already happened and examine how engineering shifts when specs guide autonomous systems.