AI projects and research

AI should remember why.

Products and experiments focused on provenance, continuity, judgment and the human decisions hidden between prompts.

Current directions

Context is infrastructure.

The useful future of AI depends on more than another prompt box. It needs memory, authority, provenance and a record of why decisions changed.

Product

AI Creation Ledger

Git-like history for conversations, prompts, decisions, files, branches, checkpoints and authoritative state.

Explore the concept →
Platform

Cognisphere

A planned collaboration world of principals, spheres, synapses, policies, pulses and federation.

Enter the architecture →
Book

AI for Humans

A practical, funny and plain-English guide built around one principle: use the tool; keep the judgment.

Read the ideas →

Core principle

Do not lose the why.

A result without its history is fragile. ANeRD.ai explores systems that preserve decisions, sources, conflicts and the path from first idea to current truth.