Cybernetic Teaching
Control-theoretic formula for teaching AI agents.
Public Archive
Papers and DOI map.
Public preprints may include author identity. Double-blind conference submissions use separate anonymous packages and must not link back to this page.
Confirmed Public Records
Zenodo DOI records.
These records have public DOI entries in the project master table. P10-P18 and P21 are listed below as local preprint packages until their DOI records are confirmed.
IDPaperStatusRecord
P00SOVEREIGN: A Cognitive Operating System for Self-Evolving AI AgentsPreprint10.5281/zenodo.19793250
P01Cognitive Immunity: Anti-Fragile Reasoning through Bio-Inspired Failure Learning in AI AgentsNeurIPS 2026 submitted10.5281/zenodo.19791688
P02WisdomBench: A Longitudinal Benchmark for Measuring Wisdom Acquisition in AI AgentsNeurIPS 2026 E&D submitted10.5281/zenodo.19793098
P03The Intelligence-Wisdom Gap: Why Smarter AI Agents Are Not Wiser OnesNeurIPS 2026 submitted10.5281/zenodo.19793366
P04The Second Scaling Law: Intelligence Scales with Parameters, Wisdom Scales with ArchitectureNeurIPS 2026 submitted10.5281/zenodo.19895990
P05The Second Scaling Law in Physical Worlds: Why Architecture Determines Robot Learning AbilityCoRL 2026 asset10.5281/zenodo.20028053
P06WisdomBench-Embodied: A Longitudinal Benchmark for Measuring Learning Ability in Physical AgentsCoRL 2026 asset10.5281/zenodo.20028470
P07WisdomBench-Embodied in Practice: Measuring Learning Ability in VLA Agents on LIBEROCoRL 2026 priority asset10.5281/zenodo.20028518
P08Representation Genesis: Compression, Macro Search, and Perspectival Grounding in Wisdom SystemsWorkshop route10.5281/zenodo.20028566
P09Embodied Failure Immunity: Antigen Memory, Recovery Adapters, and Whole-Organism IntelligenceWorkshop route10.5281/zenodo.20028687
P19Gaia Reflex: Planetary Homeostasis as a Reflexive AI-for-Science BenchmarkAI-for-science preprint10.5281/zenodo.20097537
P20Counter-Reflexive Evidence Integrity: Interference-Aware Perception and Action ControlWorkshop-first preprint10.5281/zenodo.20097570
Prepared Local Packages
Preprints prepared for public release.
These entries are present in the local release folder. They should be linked here after each Zenodo record is published and verified.
Social Calibration
Tact, timing, and role maturation as measurable agent calibration.
Supra-Body Architecture
Organismic engineering for edge-deployable embodied wisdom.
Reflexive Counter-Autonomy
Non-operational recursive safety for embodied multi-agent systems.
Reflexive Swarm Civic Safety
Civic, rescue, and safety-oriented multi-agent coordination.
Causal-Unknown Benchmarks
Dataset-only compact evidence and causal-unknown benchmark package.
Cognitive Sovereignty
Evidence-gated immunity for human-AI information systems.
Evolutionary Digital Twins
Residual-response modeling beyond static memory replay.
Reflexive Co-Embodiment
Human intervention residuals as physical gradients for embodied wisdom.
Boundary
Public DOI records establish priority and inspectability. They are not anonymous conference supplements.
For double-blind venues, use the separate conference packages and anonymous artifact links prepared in the local release tree.