Half-developed local leads workbench prototype for AI content, video automation, keyword research, account warming, and publishing workflow study.

CNBE-32: research-prototype 32-bit structural encoding for CJK; stable Python SDK supports Basic CJK encode/decode and lookup.

A systems-level analysis engine that models sleep as a recovery debt process rather than a nightly outcome. Using physiological traits and ecological pressure signals, it estimates predicted sleep need, quantifies sleep debt, and visualizes how stress accumulates silently before visible fatigue or failure occurs.

Experimental hierarchical external memory for AI assistants, designed to reduce context contamination and localize memory updates.

Rust protocol lab for SNARK building blocks: Sumcheck, Zerocheck, PermCheck, IPA polynomial commitments, fuzzing, release evidence, and visualizer.

A post-symbolic physics framework modeling intelligence, collapse, and emergence through entropy flow.

Let's activate Net://Anchor

Structured memory for agents: weighted retrieval and replayable evidence paths

Experimental computational biology prototype for protein motion, geometry-based cavity analysis, Atlas indexing, and FastAPI/React exploration.

Interactive demonstration platform exploring post-quantum cryptography, blockchain security, and sustainable distributed trust through participatory user experience and real quantum hardware execution.

Research-oriented Vulkan rendering prototype exploring dynamic, decoupled rendering workflow expression and system-level orchestration. Focused on Dynamic Editable Rendering (DER), system graphs, and modern Vulkan capabilities, rather than visual fidelity or production readiness.

Legacy van der Waals heterostructure research prototype; validated Python 3 redesign planned

Research prototype for trace-based observability and failure analysis in retrieval-augmented generation.

Experimental C2DB screening and bilayer-stacking workflow; scientific validation in progress

Auditably privacy-preserving age verification with RFC 9474 RSA blind signatures. A relying party learns only the age predicate (over-13/18/…); the issuer never sees the nonce, token, or site; unlinkability is verifiable, not promised. Python uv workspace. Research prototype — unaudited.

🌕 Append-only event DAG prototypes with RECENT_A trace-closure frontier + conflict-pair bound signals. ➢ core.rec.ooo

Deterministic safety substrate for AGI/ASI using topological alignment and formal verification (TLA+/Rust)

Research prototype for 6-max poker AI systems using Rust, Deep-CFR-style training, PyTorch, ONNX, and controlled simulator evaluation.

Open research prototype for AI answers with embedded interactive UI

Experimental game for studying driver engagement and situation awareness in Level 3 automated driving. Built with CARLA and Pygame.