The Lab

Experiments.

A transparent window into our active research, prototypes, and deprecated moonshots.

Lab Experiments

Living research,
always evolving.

LLM Self-Reflection Loops

Active

Testing if iterative self-reflection inside confined execution environments improves structural code generation accuracy in deep learning models.

Temporal Graph Embeddings

Active

Mapping financial transaction networks via spatial-temporal graph structures to proactively identify laundering clusters.

Haptic Feedback Telemetry

Prototype

Extracting minute gravitational and velocity forces from edge sensors and recreating them as low-latency haptic pulses.

Dark Data Scraper

Prototype

Unstructured dark web data aggregator using localized BERT transformers to categorize threat intelligence instantly.

Zero-Shot Fluid Dynamics

Archived

Attempting to predict turbulent fluid behavior using purely optical zero-shot vision transformers. Deprecated due to computational limits.

Acoustic Malware Detection

Archived

Identifying CPU execution patterns by their high-frequency acoustic emissions. Discarded due to lack of environmental isolation.