Procedural Graph Runtime
Can a validation-gated, self-evolving execution graph improve long-horizon agent workflows without increasing unsafe tool use?
hub Inspectable Agent Systems
Question, hypothesis, method, result. Status is honest: "Proposed" means queued, not started — nothing here claims further progress than actually happened.
Can a validation-gated, self-evolving execution graph improve long-horizon agent workflows without increasing unsafe tool use?
hub Inspectable Agent SystemsDoes separating an independent Test agent from a Repair agent reduce false-confidence patches without hurting resolution rate?
hub Inspectable Agent SystemsCan a graph-based retriever enforce memory revocation structurally while still preserving useful personalized context?
hub Inspectable Agent SystemsDoes a generate → retrieve → mutate → execute → score pipeline transfer from autonomous driving to logistics, GIS, or facility-operations scenarios?
hub Spatial & Simulation SystemsWhich content-invariant wrapper transformations produce the highest disagreement across automated safety judges, and can simple ensembles resist them?
hub Inspectable Agent SystemsDoes explicit graph structure improve retrieval traceability and multi-hop reasoning over a context-database approach, at the same token cost?
hub Inspectable Agent Systems