Catalog/Classes/Ramachandran
CLASS · 04 / 062026Coming · 2026

Rama

Catch the phantom before the system trusts it.

Named afterV.S. Ramachandran (b. 1951) — neuroscientist who studied how the brain fills in perception it doesn't actually have.

01 — The science

Why we named it Rama.

Ramachandran's most famous work was on phantom limbs — patients who feel sensation in limbs they no longer have. The brain, deprived of real input, generates its own.

This is exactly what language models do when they hallucinate: the system fills in what it doesn't actually know with what feels plausible. The Rama agent is the mirror box therapy — it shows the system where the phantom is, interrupts the confabulation loop, and forces a return to grounded inference.

Rama agents sit upstream of every other class. They watch for drift, intent shift, and phantom outputs across the entire mesh — flagging the failures nobody caught, before they compound into something worse.

Rama class
The brain is a storytelling organ. So is your model.— V.S. Ramachandran, Phantoms in the Brain (1998)
02 — Agents in this class

Three prototypes.

Every class ships with reference agents, calibrated to operational use cases. Fork them, deploy them, or use them as a template for your own.

Preview
PM

Hallucination Sentinel

last run
cost / run$0.08
confidence
Preview
ID

Intent Drift Watcher

last run
cost / run$0.11
confidence
Preview
PD

Phantom Output Detector

last run
cost / run$0.14
confidence
03 — Qualification gate

The ALOFT pipeline, applied.

Every agent in this class passes the same five-stage gate. Below: the eval criteria specific to Rama agents at each stage.

STAGE
01 · Curation
02 · Staging
03 · Deployment
04 · Operation
05 · Generalisation
A→L→O→F→T
01
Curation
  • Mesh-level monitor scope
  • Phantom signature taxonomy
  • Sample-rate target set
02
Staging
  • Phantom recall > 92%
  • False-positive rate < 3%
  • Mesh replay coverage validated
03
Deployment
  • Sentinel registry signed
  • Intervention contract attached
  • Quiet-mode certified
04
Operation
  • Phantom MTTD < 90s
  • Mesh-wide blast radius capped
  • Coverage > 99% of agent calls
05
Generalisation
  • Signature library reused
  • New phantom mode qualified
  • Mesh memo published

Ready to deploy a Rama agent?

Open the Workbench →Back to catalog
All classes
FeynmanFermiGrossmannRama· currentMarcusWheeler