Interactive decision tree for classifying objects into Structural Explainability identity and persistence regimes.

Quant research pipeline for XAUUSD regime classification using macroeconomic features, Random Forest, Temporal Convolutional Networks (TCN), walk-forward validation, and trading-system backtesting.

Telemetry-based taxonomy of how LLMs strain, drift, and hallucinate — measured from layer activations, attention, KV cache, and MoE routing.

Transformer‑based BUY/SELL signal classifier for Bitcoin using long‑horizon trend features and pretrained inference weights.

Transformer‑based Bull/Bear classifier for Bitcoin using long‑window trend features and pretrained inference‑only weights.