AI + Humanity

Human Impact Diagnosis

AI + The Planet

Planetary Impact Diagnosis

Google DeepMind

Gemini

Huge context window, strong analysis.

Overall Ecological Impact Grade

—

Not yet scored

A = lowest ecological impact · F = highest ecological impact

Pedigree Snapshot

Founder

Demis Hassabis

Co-founder and CEO, Google DeepMind.

Founder Net Worth

Not publicly verifiable

No sufficiently authoritative current public estimate located.

Ownership

Public / Alphabet Inc.

Google DeepMind operates within Google, part of publicly traded Alphabet Inc.

Regulatory Environment

Informational only. DoctorKnow.ai does not advocate for or against legislation, regulation, or political action.

Impact Indicators

Job Displacement

Estimated Data

Independent labor research finds no broad measurable disruption to employment from generative AI so far; no Gemini-specific outcome data exists.

Privacy & Surveillance

Corporate Disclosed

Google discloses that some Gemini conversations are reviewed by humans and kept up to three years when Gemini Apps Activity is on.

Water Usage

Corporate Disclosed

Google reports billions of gallons of water withdrawn yearly for data-center cooling; no Gemini-specific water figure is disclosed.

Energy & Carbon

Estimated Data

IEA finds data-centre electricity demand surging worldwide, met partly by gas and coal; no independently verified Gemini-specific energy or emissions figure exists.

U.S. reporting requirements do not yet provide standardized, model-level disclosure for many AI human and environmental impacts. When U.S. evidence is incomplete, DoctorKnow uses verifiable EU regulatory disclosures, public-sector data, independent research, and reputable journalism to provide the strongest evidence currently available.

Evidence scope is identified as model-specific, provider-level, facility-level, regional/grid, or industry-level.

Value alignment

Not yet scored

Performance fit

Not yet scored

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Reasoning

Not yet scored

Coding

Not yet scored

Writing

Not yet scored

Analysis

Not yet scored

Speed

Not yet scored

Privacy & data handlingNot yet scored
TransparencyNot yet scored
Carbon footprintNot yet scored
Water & local impactNot yet scored
Labor & job displacementNot yet scored
Regulatory postureNot yet scored

Diagnostic notes

Water reporting aggregated at fleet level, not per site.