constitutional-ai

RL study guide — foundations through RLHF, DPO, GRPO, RLVR, agentic RL, and offline RL. Hand-written CS294 notes, 19 lecture drafts, 5 tested exercises, citations that resolve.

Smart Promise Tracker AI 2026 – Commit Memory Engine

[L0 CONSTITUTION] arifOS — constitutional MCP kernel. Law, identity, F1–F13, VAULT999. Judges but never executes. DITEMPA BUKAN DIBERI.

CORE is a governance runtime for autonomous AI systems. It enforces constitutional rules during execution, prevents governance bypass, and creates auditable authority chains for agent actions across operational domains.

一份来自2026年的AI精神病理学诊断报告 / A Pathological Diagnosis of AI Civilization

A framework for healthy human-agent collaboration. Tell your AI coding agent when to stop helping you.

An autonomous LLM research agent that executes the full academic paper pipeline — from literature search to compiled PDF

Constitutional governance runtime for autonomous AI agents

ARI — Artificial Reasoning Intelligence. Personal AI operating system with 7-layer architecture, three-pillar cognition (LOGOS/ETHOS/PATHOS), constitutional governance, and tamper-evident SHA-256 audit trails. Local-first. Multi-agent. TypeScript.

A production-grade LLM architecture built from scratch in PyTorch. Features Multi-Head Latent Attention (MLA), Mixture of Experts (MoE), GRPO alignment, and a complete 31-part educational course.

Glass Box Framework — runtime constitutional verification for AI answers. Trust Cards with claim-level reasoning chains, formal ECS scoring, the 7-angle Glassbox Court red team, and deterministic audit logs. MCP-native.

Production-ready AI multi-agent orchestration platform. 37+ modules, constitutional governance, RAG knowledge integration, real-time collaboration. Kubernetes & Docker ready.

A complete breakdown of the Fable 5 constitutional AI jailbreak technique for Claude 4.8

Constitutional AI platform where everyone gets an Angel. Multi-tenant marketplace with LEO AI, SSE streaming, vendor onboarding, product configurator, reviews, ultimate fair split. Payload CMS 3.77 + Next.js 16 + React 19 + PostgreSQL.

ASAN: A conceptual architecture for a self-creating (autopoietic), energy-efficient, and governable multi-agent AI system.

Constitutional midtraining for LLM alignment: values-based document generation, 2×2 factorial training pipeline, and full evaluation suite (including benchmarks on value conflict resolution and sycophantic pressure)

Constitutional governance membrane between agent reasoning and side effects. No valid Decision Receipt, no side effect. Apache-2.0, Beta. Not an agent framework.

An experiment, not a tool: an autonomous agent on a local LLM that proposes changes to its own constitution and values; a human approves every one. Value layer (constitution, identity, skills, rules) sits behind a human approval gate, every change replayable. Runs on Ollama, holds up on a 16 GB Mac, no cloud LLM. Security by absence.

Constitutional framework for human sovereignty in the AI-native era. A systematic approach to preserving human agency through 23 core protocols and the Dual-Circle Symbiosis Model.

Bench is a constitutional governance layer for Claude Code