◈ GEOFORGEEXPLORATION LAB
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FALSIFY / GEOFORGE · INTERACTIVE RESEARCH PROTOTYPE

An AI scientist that tries to prove itself wrong.

Explore a living geological world where six tiny field agents test competing histories instead of chasing a single prediction. Every measurement costs money, changes the evidence, and reshapes what the team believes.

Enter the exploration lab ↓
01

Competing histories

Mica proposes five possible geological stories: buried intrusion, fault-hosted veins, transported anomaly, unrelated signals, and an unknown process.

02

Active discovery

Atlas chooses the next instrument and location by asking which affordable experiment creates the most disagreement.

03

Visible reasoning

Watch the robots travel, measure, drill, challenge one another, and update their beliefs in a fully interactive 3D scene.

HOW THE SYSTEM WORKS

From a geological question to an auditable experiment.

GEOFORGE is a browser-based multi-agent research loop. It turns uncertainty into a sequence of affordable tests, then makes every decision visible in the terrain, mission log, and belief bars.

01Frame

Mica keeps five competing geological histories alive instead of collapsing early to one answer.

02Design

Atlas scores candidate locations and instruments by expected information gain, challenge value, and cost.

03Collect

Pip, Bore, or Fern travels to the target and returns a synthetic remote, chemistry, magnetic, IP, or core reading.

04Update

Skeptic searches for contradictions; Bayes' rule updates the posterior and the next move is logged.

AGENT LAYER

Six focused roles

Mica maintains hypotheses. Atlas plans experiments. Skeptic hunts disconfirming evidence. Pip, Bore, and Fern collect field signals from different perspectives.

SCIENCE LAYER

Finite-world Bayesian inference

Each sensor has a cost, likelihood model, and expected response under every history. Beliefs are percentages inside a synthetic model, while entropy reports how uncertain the team remains.

INTERACTION LAYER

Three.js field laboratory

A deterministic height field drives the terrain, roads, machinery, agents, and underground view. Click a location to target it, orbit the camera, or follow any agent from Mission Control.

RESEARCH BOUNDARY

Transparent by design

The hidden truth is available only as a viewer comparison. It never enters the agents' evidence. The demo uses synthetic measurements and is not calibrated for real exploration decisions.

6 agents5 histories5 sensor families1 falsification loop
EXPEDITION 001 / THE VERDANT BASIN

Big discoveries.
Little explorers.

Which geological history survives the evidence?

Pick a point on the island, or launch an expedition.
OreIntrusionFaultProposed worlds hidden