Skip to content

Machine World

Machine World gives AI agents a memory that forgets correctly and a conscience that refuses. This site follows the project through the team's discussions: what was said, what was decided, and where things stand.

The core ideas

Memory that forgets correctly

Each memory records why it exists. When that reason ends, the memory is let go, and so is everything built on it. You are told the cause.

A conscience that refuses

Before an agent acts, the motive behind the act is checked. Greed, ill will and self-deception are refused before anything happens.

An open harness

Run the harness on any AI model. Connect it, and the memory and the conscience come with it, together.

Where things stand

In the owner's own words (source of truth, 23 October 2026). These are the owner's statements, not independent checks; see what exists today for the detail and the evidence.

Exists today

  • The memory engine, running locally
  • Measured: after a fact changed, ordinary memory gave 12 wrong answers out of 12; Machine World gave 0
  • The guard: built, wording frozen; a blind score on a sealed test set is still pending
  • The harness core and a local memory server

Being built

  • The hosted service, one private space per customer
  • Signing in with an owner gate and passkey
  • The same memory across devices and models
  • The public, open-source harness

Designed or vision

  • Correct forgetting shown over 100+ cycles (designed, not yet measured)
  • A harness that improves itself
  • Shared spaces between people and companies
  • Conditioned computation as a general way to program machines

Recent discussions

  • 12 Oct 2026 — The discussion focuses on the architectural vision and go-to-market execution strategy for the Machine World AIware platform.
  • 5 Oct 2026 (partial) — The discussion covers the staging, architecture, and deployment strategy for Machine World, an AI-native platform centered on context and memory management.
  • 28 Sep 2026 (partial) — The discussion outlines the core architectural and product strategy for Machine World, focusing on an open-source agent harness coupled with a proprietary 'Memory as a Service' system named the Cessation memory MCP.
  • 21 Sep 2026 (partial) — In this discussion, the lead architect mentors a developer on structuring AI workflows using the Machine World agent harness instead of relying on standard manual chat interfaces.
  • 6 Jul 2026 (partial) — The discussion focuses on fine-tuning AI systems for operational excellence and building the Machine World architecture.

All discussions by date

Explore