Open-source, self-hosted wormhole mapping tool for EVE Online — a Pathfinder/Wanderer/Tripwire alternative. Real-time chain mapping, signatures, rolling calculator, killboard, EVE SSO and corp tools. 9 Languages supported

EVict and recOver KV cache Entries. Selective KV cache eviction and recovery for long-context LLM inference.

Jacobian Lens (J-Lens) and J-Space Toolkit for transformer mechanistic interpretability. Train linear lenses, decompose hidden states, and run causal interventions on decoder-only models.

Resolving the Black Box Interpretability Problem by Proving the Mathematical Necessity of J-space via Hessian Rank Deficiency in Lean 4.

A J-space-inspired AI visual art and interpretability playground for watching hidden-state word candidates swarm and collapse into language.

Does your AI agent actually follow rules? 13 pre-registered experiments + 5-layer verification architecture. Paper, data, code — all public.

Pre-registered Jacobian-lens probe: does a verbatim-stated trait ("Maria is generous") persist in a model's J-space differently than an inferred one, as neutral text intervenes? Gema-3-4B-IT. No directional prediction.

Independent interpretability research (DRAFT — not yet run): is an inferred character trait stored, or reconstructed from the scene on demand? Across model scale + a scene-masked direction probe

Pre-registered Jacobian-lens probe: does a verbatim-stated trait ("Maria is generous") persist in a model's J-space differently than an inferred one, as neutral text intervenes? Gema-3-4B-IT.

Local workbench for J-Traces: record, replay, and steer time-indexed Jacobian-lens (J-lens) readouts of Hugging Face language models. FreeChat UI with steering/ablation/swap interventions.