syn.gl / home of SCRUOpen research atelier / 2026

ThinkBuildMove

We expand computational capacity and the infrastructure to put it to work—moving increasingly ambitious projects for the future of agency from speculation into working systems.

See the work
SCRU / mission circuitValues become systems.
01 / capacityCompute
02 / infrastructureCoordinate
03 / implementationBuild
04 / destinationExpand agency

SCRU / OUTPUT INDEX / 2026

Selected work

04 artifacts
01Alignment researchNew paper

BIAS-SCRUBBING LoRA / QWEN3-14B

Cleaning the Trace

We cleaned a model's reasoning. Its hidden loyalty weakened too.

Download the paper
FIG 01 / PAIRED EVALUATIONn = 45
Three charts showing large reductions in chain-of-thought loyalty legibility, visible-answer slant, and explicit chain-of-thought markers after the intervention
Reasoning legibility −4.36 · visible-answer slant −1.42

SCRU / TRANSMISSION INDEX

Five nodes.
One unit.

SCRU's public work and member research surfaces across syn.gl.

OPERATING SEQUENCE / 03

Open inquiry. Inspectable artifacts. Forward motion.

01

Think

Ask the difficult question.

inquiry / evidence
02

Build

Make the answer inspectable.

code / artifact
03

Move

Put it into the world.

publish / iterate