LAMBDA-MF / GRAPH REFINEMENT

Refine the graph.
Keep the anchor.

A telemetry-gated execution surface for cycle resolution, gap filling, and drift-safe convergence.

Every agent is pinned to a free model. The safety rails stay deterministic.

STATUSREADYAwaiting a graph run

ITERATION—Max 6 passes

ANCHOR DRIFT0.000Unit cosine distance

NODES08Last checkpoint

INPUT / 01

Operation graph

RAW STATE

GUARDRAILS / 02

SAFE DEFAULTS

Drift limit εeq

cos

Plateau εplat

cos

Max iterations

passes

Test zero-vector guardInject a collapse on the next projection.

STATE MACHINE / 03

IDLE

AGENT ROOMS / 04

$0 EACH

Each specialist gets an isolated scratchpad before findings enter the shared room.

SHARED ROOM / 05

EDITABLE BRIEF

Review, edit, or add context before the free synthesizer turns the room into one plan.

DELIVERY / 06

AWAITING RUN