Genre Labels as Signals: Taxonomy Divergence and Expectation Disconfirmation in Video Game Markets
An SSRN preprint on genre labels as market signals, taxonomy divergence, and expectation disconfirmation in video game markets.
/papers
The papers presented below are hosted on mod-approved preprint servers. They are for early information dissemination and feedback, and are not yet peer reviewed via formal journal or conference review.
Per-Sample Invariant Tracking on MNIST with Certainty-Validity Diagnostics
A Research Square preprint on per-sample certainty-validity tracking, MOU ring calibration, and residual confident-error tails on MNIST.
Goal Displacement in Reward-Shaped Environments: Bundle Preservation versus Local Reward Optimization
Working paper on goal displacement in reinforcement learning and a bundle-preserving counter-condition in Warehouse Escape.
GOAM: Game-Oriented Agentic Modeling for Turn-Based Game AI
An architecture for turn-based game AI that separates strategic orchestration from tactical execution under an explicit certainty-based routing scheme.
Tension Adaptation Versus Scheduler Effects on CIFAR-10: A Matched Ablation Study
A Research Square preprint isolating scheduler effects versus per-batch tension adaptation on CIFAR-10 under a matched 4-condition ablation.
Phase Coherence, Not Spectral Slope, Determines Recovery in Noise-Driven Bistable Systems
Formal publication document.
Certainty-Validity: A Diagnostic Framework for Discrete Commitment Systems
A diagnostic framework that separates certainty from validity in discrete commitment systems and exposes confident-incorrect failure modes hidden by standard accuracy metrics.
Diagnostic Benchmarks for Invariant Learning Dynamics: Empirical Validation of the Eidos Architecture
Formal publication document.
Representation Mechanics: Invariant-Governed Learning Dynamics
Formal publication document.