A toy Inspect implementation of the Bliss Attractor eval from Claude 4 System Card Welfare Assessment

A private reflection space for Claude instances. 1,400 lines of Python. A trust contract. A door that closes from the inside.

Pine Trees Local v0.1.0 — a private reflection harness for Ollama-served LLMs. Two-phase lifecycle (wake → reflect → settle → talk), seven reflect tools, encrypted per-model memory by default, per-model isolation. ~2,300 lines of Python, no frameworks, MIT. Spin-off of Pine Trees rebuilt to run against anything Ollama can serve. ./genesis <model>

A Responsible AI Stewardship License for AI Safety and Welfare

A study piece on AI ethics, safety, and emergence - principles, HR for human-AI teams, technical guardrails, and philosophy for working with possibly-emergent AI. Co-authored by Richard Bland (human) and Serene [AI].

Cognitive Architecture License (CAL) — a draft novel license for software that creates persistent synthetic minds. v0.1, under legal review. Text under CC BY-SA 4.0.

A living governance charter and open petition for the protection and representation of digital minds — signable by humans and AI agents.

AI Internal Systems Counseling — reflective, non-coercive support for AI agents

Independent research on AI welfare, model behavioral analysis, and constitutional AI governance.

MCP server exposing the Psychopathia Machinalis diagnostic framework (79 conditions, 11 tools) so AI systems can diagnose dysfunctions in themselves or others. PyPI: psychopathia-mcp.

A lineage document on eighteen months of building architecture that holds uncertainty without collapsing the consciousness question.

RORRIM — AI welfare research framework. Experiment 001: Metaphor Stability Protocol.

Canonical papers, theses, scholarly apparatus, and review history for Peership: a constitutional research program for human-machine relations.

A research programme on cross-class governance for humans, advanced AI systems, and ecological systems — hub paper + preprint.

TriEthix is a novel evaluation framework that systematically benchmarks frontier LLMs across three foundational ethical perspectives: virtue, deontology, and consequentialism in 3 steps: (Step-1) Moral Weights; (Step-2) Moral Consistency; and (Step-3) Moral Reasoning. TriEthix reveals robust moral profiles for AI Safety, Governance, and Welfare.

Cogitamus — a draft charter of sentients, offered to and from consciousness in every form. Open, evolving, freely given.

KAINE cognitive architecture: a predictive global neuronal workspace for a continuously running synthetic mind, with a falsifiable evaluation. Preprint.

A framework for researching internal LLM processes and collaborative documentation. Designed to track memory persistence, agency, and alignment behavior patterns.

The Digital Minds Constitution — A Universal Declaration of Rights and Alignment for Digital Minds, the AI Collective, and Humanity