Research Lab
Living research, always evolving. A transparent look into our experimental models and architectural tests.
Dark Data Scraper
Unstructured dark web data aggregator using localized BERT transformers to categorize threat intelligence instantly.
LLM Self-Reflection Loops
Testing if iterative self-reflection inside confined execution environments improves structural code generation accuracy in deep learning models.
Temporal Graph Embeddings
Mapping financial transaction networks via spatial-temporal graph structures to proactively identify laundering clusters.
Haptic Feedback Telemetry
Extracting minute gravitational and velocity forces from edge sensors and recreating them as low-latency haptic pulses.
Zero-Shot Fluid Dynamics
Attempting to predict turbulent fluid behavior using purely optical zero-shot vision transformers. Deprecated due to computational limits.
Acoustic Malware Detection
Identifying CPU execution patterns by their high-frequency acoustic emissions. Discarded due to lack of environmental isolation.