Metatransformer

Frontier desk · 2026-08-31

A 50 Hz action stream is not a 50 Hz control loop

A robot can receive targets at 50 Hz while observation, replanning, and local stabilization run on different clocks with different authority.

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Three robot clocks with separate feedback authorityRead three horizontally aligned timelines from left to right. The top OBSERVE/PLAN row has sparse, uneven observation markers and a visibly delayed planning interval. The middle ACTION TARGETS row contains evenly spaced target marks at 20-millisecond intervals, including targets already buffered while planning jitters. The bottom LOCAL SERVO row contains a much denser uninterrupted sequence of local ticks. Vertical connectors show that one plan can generate many targets and each target can be tracked by many servo updates. A coral validity boundary stops old targets, and a lime conclusion states that rate labels do not transfer authority between loops.THREE CLOCKS / THREE AUTHORITIESOBSERVE / PLANACTION TARGETSLOCAL SERVO20 ms TARGET SPACING / 50 HzVALIDITY BOUNDARYRATE LABELS DO NOT TRANSFER AUTHORITY BETWEEN LOOPS

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Living editions · 4 titles

Books in progress

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01 / Studio annualBuild · Play
Signal Fire studio robot design sheet showing front and rear views, interchangeable tools, modular equipment, motion studies, a workshop bay, and the build-play-verify loop.

0.1.0 Early Access · Exploratory draft

Agentic Indie Game Development

Building a Tiny AI-Native Studio

Next gate
Frozen pending the Agentic Engineering pilot

Exploded architectural cutaway of the Patchwork agent system, with cyan context and state chambers, coral action machinery, lime evidence stores, and ultramarine tool interfaces linked by visible conduits.

02 / Systems manual

0.1.0 Early Access · Exploratory draft

Agentic Engineering

Harnesses, Environments, and Learning Systems

Evidence cutoff
2026-08-29
Next gate
Author thesis approval
Atlas of The Archive Below showing a cutaway multilevel ruin, colored region topology, dungeon-cycle studies, biome variants, and a staged map-generation sequence.

Region 03

0.1.0 Early Access · Exploratory draft

Procedural Systems for Game Development

Algorithms, Simulated Worlds, and Generative Authoring

Evidence cutoff
2026-08-29
Next gate
Frozen pending the Agentic Engineering pilot
04 / Instrumented benchRelay system
Robotics 2030 cover graphic with a title panel beside six numbered clock diagrams in cobalt, cyan, coral, and lime, divided by a local-control boundary and labeled temporal authority.
Local controlSafety boundary
  1. 01Electrical
  2. 02Servo
  3. 03State
  4. 04Skill
  5. 05Semantic
  6. 06Fleet

0.1.0 Research Draft · Exploratory draft

Robotics 2030

A Guide for Hackers

Next gate
Author thesis and architecture approval