ai-accountability

Cryptographic audit receipts for AI coding agents. Ed25519 + Merkle + RFC 3161 TSA. Supports Claude Code, Codex CLI & Cursor.

Local autonomous AI. 19k+ Python lines. Just values. Proactive Shell/CDP agency. NO FRAMEWORK/CRONJOB/BEHAVIORAL PROMPT. Autonomy grows where allowed.

ATLAST Protocol — The Trust Layer for the Agent Economy. Make AI agent work verifiable with Evidence Chain Protocol (ECP). Open source · MIT License · weba0.com

Append-only event kernel with Ed25519-signed Merkle checkpoints. Every AI action gets a verifiable receipt.

Generate replayable creative worlds with shaders, sound, motion timelines, and receipts.

LUMINA-30: non-binding boundary framework for preserving effective human refusal before irreversible AI consequences.

AI made a mistake. Can you prove what went wrong, and who is responsible? An open proposal for AI accountability management — lifecycle records, responsibility boundaries, tamper-evident audit trail. Not a finished answer.

Gate AI-agent actions with explicit grants, durable journals, MCP server support, and verification.

Epistemic infrastructure for AI accountability. Deterministic. Auditable. Sovereign.

Cryptographic receipt system for AI agent accountability. Tamper-evident, hash-chained receipts with Ed25519/HMAC signing.

Turn local files, git state, and Markdown claims into hash-stamped provenance receipts.

Accountability layer for multi-agent AI systems. Content-addressed, cryptographically signed claim DAGs.

Atomic Kernel Inference (AKI) SDK. Cryptographically seals every AI decision at the exact instant it occurs with PPP Triplet, coherence scoring, reputation scalar, and HumanDeltaChain. Court-admissible provenance for Phoenix agents. Stewarded by Genesis Glass Foundation. Canonical repo is: aiccountability-source/AgDR-Phoenix

AI governance framework built on three architectural principles: Commander's Intent, Observable Autonomy, and Convergence Is Silence. Defines Autonomous Reasoning Fidelity (ARF) as the target property.

Audit AI-agent sessions by comparing declared intent, action ledgers, and scope policy.

Sutton audio and power llc

Client SDKs, framework adapters, and CI tooling for the Jiminy AI agent accountability API.

∈ Principle — A philosophical and institutional proposal for public authorship and responsibility in the age of AI. Foundational text with DOI (Zenodo). CC BY 4.0.

A public doctrine for treatment norms in machine-logic systems under moral uncertainty.

Formal reference model for authority, accountability, and evidentiary warrant in machine-initiated consequence attribution. Specification, paper, and adversarial validation record.