University of Providence

A Deference-Reserve Equalization Note for Autonomous Applications

Comparator-certified working-corpus methods note. This public working-corpus release includes the reviewed manuscript and paired Lean evidence. It is not peer reviewed or empirically validated; significance and novelty have not been independently established.

A Deference-Reserve Equalization Note for Autonomous Applications

Comparator-certified working-corpus methods note. This public working-corpus release includes the reviewed manuscript and paired Lean evidence. It is not peer reviewed or empirically validated; significance and novelty have not been independently established.

A Sequential Alignment-Retention Note

Comparator-certified working-corpus methods note. This public working-corpus release includes the reviewed manuscript and paired Lean evidence. It is not peer reviewed or empirically validated; significance and novelty have not been independently established.

A Two-Route Stewardship Equalization Note for Corridor Resilience

Comparator-certified working-corpus methods note. This public working-corpus release includes the reviewed manuscript and paired Lean evidence. It is not peer reviewed or empirically validated; significance and novelty have not been independently established.

A Relative-Entropy Change-Budget Note for Stewarded Learning

Comparator-certified working-corpus methods note. This public working-corpus release includes the reviewed manuscript and paired Lean evidence. It is not peer reviewed or empirically validated; significance and novelty have not been independently established.

A Signed-Bias Cancellation Note for Aligned Cognitive Ensembles

Comparator-certified working-corpus methods note. This public working-corpus release includes the reviewed manuscript and paired Lean evidence. It is not peer reviewed or empirically validated; significance and novelty have not been independently established.

A Transfer-Cost Threshold Note for Symbiotic Intelligence

Comparator-certified working-corpus methods note. This public working-corpus release includes the reviewed manuscript and paired Lean evidence. It is not peer reviewed or empirically validated; significance and novelty have not been independently established.

A D-Score Stewardship Uncertainty-Reserve Note

Comparator-certified working-corpus methods note. This public working-corpus release includes the reviewed manuscript and paired Lean evidence. It is not peer reviewed or empirically validated; significance and novelty have not been independently established.

A D-Score Stewardship Uncertainty-Reserve Note

Comparator-certified working-corpus methods note. This public working-corpus release includes the reviewed manuscript and paired Lean evidence. It is not peer reviewed or empirically validated; significance and novelty have not been independently established.

A Thermal Learning-Rate Corridor Note for Entropy-Driven Learning

Comparator-certified working-corpus methods note. This public working-corpus release includes the reviewed manuscript and paired Lean evidence. It is not peer reviewed or empirically validated; significance and novelty have not been independently established.

A Switching-Dissipation Payback Note for Thermodynamic Project Ledgers

Comparator-certified working-corpus methods note. This public working-corpus release includes the reviewed manuscript and paired Lean evidence. It is not peer reviewed or empirically validated; significance and novelty have not been independently established.

The Corridor Overlap Duality Certificate: An exact synchrony-diversification tradeoff for two shared habitat paths

Comparator-certified working-corpus methods note. This public working-corpus release includes the reviewed manuscript and paired Lean evidence. It is not peer reviewed or empirically validated; significance and novelty have not been independently established.

A Dual-Price Alignment Corridor Note for Thermodynamic Project Ledgers

Comparator-certified working-corpus methods note. This public working-corpus release includes the reviewed manuscript and paired Lean evidence. It is not peer reviewed or empirically validated; significance and novelty have not been independently established.

The Precautionary Capacity Reserve: A Sharp Moment-Robust Stewardship Discount for an Intelligence-Rate Model

Proof-reconciled generated exploration of a one-period two-moment chance certificate for uncertain effective capacity under an assumed information-rate model. This public working-corpus release includes the reviewed manuscript and paired Lean evidence. It is not peer reviewed or...

The Seed-Source Bottleneck Certificate: A cut condition for climate-aligned afforestation supply networks

Proof-reconciled generated exploration applying an established capacitated Hall/min-cut construction to declared seed-routing inputs. This public working-corpus release includes the reviewed manuscript and paired Lean evidence. It is not peer reviewed or empirically validated; si...

The Anytime Change Certificate: False-alarm control, a late-change penalty, and a bounded erasure budget for continuous monitoring

Proof-reconciled generated exploration of a heavy-tailed anytime-valid change-time mixture with explicit iid/model-mismatch controls and model-limited erasure accounting. This public working-corpus release includes the reviewed manuscript and paired Lean evidence. It is not peer...

The Invariance Capacity Ceiling: Forbidden-Proxy Alignment Caps Predictive Information

Proof-reconciled generated exploration of a finite representation-capacity ceiling under forbidden-proxy mutual-information leakage. This public working-corpus release includes the reviewed manuscript and paired Lean evidence. It is not peer reviewed or empirically validated; sig...

The Cognitive Switching Hysteresis Certificate: Exact loop geometry under directional state-change penalties

Proof-reconciled generated exploration of a bounded two-state relay model. This public working-corpus release includes the reviewed manuscript and paired Lean evidence. It is not peer reviewed or empirically validated; significance and novelty have not been independently establis...

The Seed-Source Bottleneck Certificate: A cut condition for climate-aligned afforestation supply networks

Proof-reconciled generated exploration applying an established capacitated Hall/min-cut construction to declared seed-routing inputs. This public working-corpus release includes the reviewed manuscript and paired Lean evidence. It is not peer reviewed or empirically validated; si...

The Symbiotic Bandwidth Bound: Low-Rank Shared Channels Cannot Remove Worst-Case Thermodynamic Speed Limits

Proof-reconciled generated exploration of low-rank shared mobility channels under a bounded quadratic model. This public working-corpus release includes the reviewed manuscript and paired Lean evidence. It is not peer reviewed or empirically validated; significance and novelty ha...