created: 20260506135500000
modified: 20260506135500000
tags: ResearchStack Compression Calibration Biology
title: Organoid Lambda Calibration
type: text/vnd.tiddlywiki

! Organoid Lambda Calibration

Concrete calibration finding from the compression lane: `LAMBDA_B = 0.08` was
structurally too weak to affect compression selection, while `0.50` was proposed
from break-even analysis. The same thread links organoid three-state behavior to
K=3 encoding and identifies ROT_R recalibration as a measurement gap.

!! Links

* [[K3 Ternary Boundary]]
* [[H1 Path-Finding Projector]]
* [[Engram Decompressor]]
* [[Hutter Prize Compression]]

!! Sources

* `shared-data/data/germane/research/chat-organoid-lambda-calibration-20260404.md`
* `5-Applications/audit/exploit-audit/sessions/chat-organoid-lambda-calibration-20260404.json`