AI + Humanity

Human Impact Diagnosis

AI + The Planet

Planetary Impact Diagnosis

Microsoft

Copilot

Office-embedded assistant running on OpenAI frontier models.

Overall Ecological Impact Grade

—

Not yet scored

A = lowest ecological impact · F = highest ecological impact

Pedigree Snapshot

Founder

Bill Gates & Paul Allen

Microsoft co-founders; Copilot is a Microsoft product introduced decades later.

Founder Net Worth

$114.3B

Bill Gates — Forbes, Sept. 2026

Ownership

Public / Microsoft Corp.

Microsoft common stock trades on Nasdaq under ticker MSFT.

Regulatory Environment

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

Impact Indicators

Job Displacement

Verified Model

No verified data attributes job losses to Microsoft Copilot. Controlled studies of GitHub Copilot measure productivity gains, not employment outcomes, and broader Microsoft workforce reductions have not been independently attributed to Copilot.

Privacy & Surveillance

Verified Model

Security researchers demonstrated a zero-click prompt-injection vulnerability in Microsoft 365 Copilot that could expose data from a user’s context; Microsoft patched the flaw before public disclosure. Broader Microsoft 365 regulatory findings do not specifically establish Copilot violations.

Water Usage

Corporate Disclosed

No measured Copilot-specific water-use figure exists. Microsoft reports company-wide water use across its global operations, while academic research models water demand for large AI workloads more broadly; neither can be attributed directly to Copilot.

Energy & Carbon

Corporate Disclosed

No independently verified Copilot-specific energy or emissions figure exists. Microsoft reports company-wide emissions associated with expanding data-center and AI infrastructure, while industry research projects rapidly rising electricity demand from AI-driven data centers.

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

Powered by: ChatGPT (OpenAI), Copilot (Microsoft)

Visit site →
closed weightspaidchatwritinganalysis

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

Estimated scores pending confirmation. Inherits OpenAI model behaviour; enterprise tenants get no-training commitments.