The AI Diagnostic Engine for Earth's Ecosystems and Humanity's Survival.

Because smart technology shouldn't cost us our water, our jobs, or our future.

Path A — Urgent care

Give me a quick recommendation for my urgent task

Pick the task, set the deadline pressure, get the highest-performing model in seconds — with its ethics grade shown honestly beside the win.

Triage my task →

Path B — Full diagnosis

Enter my ethical standards

Weight privacy, carbon, water, labor displacement, transparency and regulation. Receive a personalized DoctorKnow Index and a prescription you can defend.

Run the screener →

Models diagnosed

Frontier + open weight

Compute tracked

8.8 GW

8 clusters

Cooling water

7.0B gal/yr

Estimated draw

Impact stories

Updated weekly

Highest value alignment

Today's cleanest prescriptions

Full directory →

OLMo 3

Allen Institute for AI

Open weights

Fully open data, weights, and training code.

DoctorKnow index

89/100

Mistral Large 3

Mistral AI

EU-hosted, regulation-aligned.

DoctorKnow index

80/100

Claude Sonnet 4.6

Anthropic

Balanced daily driver for code and prose.

DoctorKnow index

76/100

The honest tension

Right now the raw performance leader is Claude Opus 4.6, scoring 92 on deep research — while grading 75 on values. That gap is the entire reason this engine exists.

Find my swap