auditable-ai

The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai

AtlasAgent - an auditable AI agent control plane: evidence-backed memory, governed tool runtime, checkpoint DAG recovery, and a 55-chapter engineering tutorial. FastAPI / Next.js PWA / Textual TUI

Auditable offline edge intelligence for low-cost edge devices, with benchmark evidence and public board proof on ESP32-C3.

An accountability layer for investment agents: thesis cards, prediction ledgers, stock screeners, and feedback loops.

Bounded repository context and verified patches for Codex and Claude Code. Explicit edit grants, source fingerprints, isolated worktrees, acceptance checks, and reproducible paired benchmarks.

I've always believed that the hardest problems in AI aren't technical; they're architectural. We keep building systems that can't explain themselves, can't prove their own integrity, can't handle uncertainty without either freezing or lying. And then we act surprised when we don't trust them.

Local-first, auditable memory for AI agents, with governed retrieval, delegated context delivery, and verifiable execution evidence. Works with OpenClaw, MCP, Pydantic AI, and LangChain/LangGraph. No external API required for local memory. Install with pip: pip install atmem

Cellular traffic forecasting from a target cell's local history, with public model weights and transparent expert routing.

Auditable vision and cross-platform Computer Use runtime for DeepSeek Harness — strict evidence, health-checked failover, original pixels, and Token accounting.

An experimental Application Object Model for helping LLM agents understand, reason about, and operate real apps.

A governance layer for autonomous AI agents, proven on a life: 30+ scheduled agents made auditable, self-healing, and human-gated by single-writer field ownership. Architecture and patterns, no personal data.

Toward controlled evolution of artificial intelligence through validated neural grafting.

Local-first AI agent platform with a Tauri desktop app and Rust CLI. Run governed tools, durable sessions, multi-agent workflows, modular packages, and one-shot effect permits.

paceval is a high-performance mathematical runtime for deterministic AI and energy-efficient edge computing.

🏆 Companion research environment to the ACM Vibe Science publication · EASE '26 / VibeX · DOI 10.1145/3816483.3816631 · Auditable, resumable AI-assisted research.

Evidence-chain memory for AI agents - verbatim-first, auditable, anti-fabrication. Tell your story once, recall it with proof. Local-first skill + MCP server for Claude, Codex and any MCP client.

Yucong Duan's research hub: DIKWP graphs, artificial consciousness, semantic mathematics, auditable AI, publications and reproducible open-source experiments.

会交付证据的机械设计 Agent — 本地优先、可审计的 AI 参数化装配建模（一句话 → BOM → 逐件建模 → STEP 装配，门控不过不交付）。An auditable, local-first CAD agent for parametric mechanical assemblies.

Defensive preprint, governance, and threat model for DOORM Genmount WorldModel-OS — a governance-first architecture for auditable agentic reasoning.

KnowMesh / 知络: local-first knowledge asset compiler for auditable RAG, traceable citations, and maintainable document intelligence.