Dashboard Catalog Papers Plugins Experiments Compare Decisions Invariants Operator

Record a new paper

Capture metadata + the R-IDs this paper touches. LLM-assisted summary and applicability scoring run in L1.

Title

Authors (comma-separated)

Venue (optional)

Year (optional)

arXiv id (optional)

Local PDF path (optional)

Abstract / key contributions

Invariants touched (R-IDs)

Pick every invariant this paper meaningfully interacts with. Conflicts surface in L1 evaluation.

R1— Multi-timescale nested learningR2— Stable substrate, adaptive controllersR3— Temporal abstraction is a first-class capabilityR4— Latent control over token controlR5— Memory continuum — independent strataR6— Reflection-backed memory readoutsR7— Dual-track learning (World vs Self)R8— Snapshot-only exchange (contracts SSOT)R9— Credit layeringR10— Self-modification gatingR11— Nameable, publishable internal stateR12— Evaluation covers existence, not just taskR13— SSL ↔ RL alternationR14— Persistent regime identityR15— Migration must stay interpretable and rollback-ableR-PE— Prediction error is the primitive signal