OML 1.0 via Fingerprinting: Open, Monetizable, and Loyal AI

97% token reduction for AI coding sessions — zero deps, 31 languages, MCP server

Move beyond prompts. Build verifiable, intent-driven Semantic Agents.

Local-first AI agent that proves what it did — signs an offline-verifiable receipt for every action. Runs on your machine, private, never phones home. Alpha.

AI-powered crypto trading signals verified in OpenGradient TEE. 6 technical indicators + LLM macro-risk verdict + ONNX volatility forecast. Next.js 16 · React 19 · TypeScript · Tailwind CSS 4 · Binance API · onnxruntime

A commit-and-audit proof system for deterministic, quantized inference of a JEPA-style world model (LeWorldModel)

The frozen cryptographic kernel of the AXM protocol. Signed, content-addressed knowledge shards with post-quantum signatures (ML-DSA-44) and mechanically enforced non-selective recording. The gold shard is the definition of correctness.

Wisdom before intelligence. A provenance-aware reasoning layer that abstains instead of fabricating — stops LLMs inventing attributions and merging distinct traditions. Measured: 0% fabrication on unknown-answer traps (vs 17–25% raw); −12.5pt hallucinated attributions at 0% false-positive cost. An AGI-candidate proof package, not proven AGI.

This unified document integrates glyph specification, dictionary, error taxonomy, canonical taxonomy, grammar, resonance matrix, security/custody, and operational runbooks into one continuous, human-centric format.

AI-powered GitHub repo security analysis, verified on-chain via OpenGradient TEE

Run AI agents locally with built-in governance and verifiable proof. Loom + Kernel + Intelligence.

VELLA = Verifiable Evidence Ledger & Logic Authority; deterministic pre-execution authorization and signed proof for AI agents, autonomy systems, and automated workflows.

Canonical monorepo for the Aethelred protocol, security baselines, and public release provenance.

Public hub for the Architected Instruction & Evidence Protocol — specifications, schemas, governance, and machine-readable discovery endpoints. Apache-2.0.

FDE Consultants Protocoles — open-source Forward Deployed Engineer + DeepSCR protocol: turn any coding agent (Claude Code, Codex, Cursor) into a certifying engineer with verifiable AI Assurance Scores, MCP tools, and a public trust registry. Apache-2.0.

TriAgentFlow (TAF) — a three-role (Leader / Worker / Verifier) AI development workflow with plan-grounded audit governance. Formerly HTE.

Give AI proven facts — a cryptographically verified truth layer for agent AI, built on ZK proofs, selective disclosure, and on-chain provenance.

Thirteen autonomous AI agent demos on Base Sepolia. Each reproduces a real-world failure (Mango oracle, Terra peg, Ronin bridge, MCAS cert) and lets the agent refuse — every decision signed on-chain with the dossier published. Eight adjudication agents + five non-adjudication (NFT authors, critic, legal co-author, in-game NPC).

Bundle pack/unpack for portable agent execution: trace + receipts + manifests.

Constitutional substrate for the 5QLN Foundation — sealed Codex anchor, multi-language verifiers, full architecture specification