PUBLICATIONS / RESEARCH, FIELD NOTES, CAMPAIGNS

What we are paying attention to.

A public index of the work that is shaping Ravenhelm's next decisions.

PAPER

Agentropy

A published conservation law: an accounted cost is a necessary condition for life-like dynamics, not an incidental one. Proofs and a runnable reference implementation.

SPEC

Domain Intelligence Schema

The open specification and schema namespace Ravenhelm's own systems are built against — public, not a house format.

FIELD NOTE

The row

Six years at the presales-to-delivery boundary, one spreadsheet row, and the sixty-year-old mathematics it was hiding.

FIELD NOTE

Nothing scripts the eyebrows

A face that infers emphasis from the loudness of its own voice, fifty times a second. No animation track, no keyframe, no list of words.

CAMPAIGN

The Beep

A beep from an AI subagent becomes a forensic CLI and a claim about delegation without contract.

THROUGHLINE