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

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.

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

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

Let's activate Net://Anchor

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.

Structured memory for agents: weighted retrieval and replayable evidence paths

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.

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

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

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

Public overview of a local-first medical document intelligence research prototype.

### AIDE — Decision Intelligence Operating System This notebook demonstrates a research-grade, risk-first decision intelligence system for capital allocation. The focus is on survivability, explainability, and governance rather than prediction or trading performance.

Deterministic intermediate representation for AI agents — compile, verify, execute, and replay structured intent.

EDP: Entropy Distribution Protocol. Peer-to-peer entropy augmentation for embedded systems. Research prototype.

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

Exploratory anomaly detection for simulated surface-growth universality classes

Research prototype for FHE-native Mamba-3 MIMO encrypted inference, with CKKS/OpenFHE backends, ciphertext layout checks, and benchmark artifacts.