DeepSeek
DeepSeek
Extremely cheap reasoning at scale.
Overall Ecological Impact Grade
Not yet scored
A = lowest ecological impact · F = highest ecological impact
Pedigree Snapshot
Founder
Liang Wenfeng
Founder of DeepSeek and High-Flyer Capital Management.
Founder Net Worth
$39.9B
Forbes, Sept. 2026
Ownership
Private / Founder-led with external investors
Founded and initially financed by Liang Wenfeng's High-Flyer; DeepSeek later opened to outside investment.
Regulatory Environment
- USA No comprehensive federal AI law · Voluntary AI Risk Management Framework
- EU AI Act in force
- China Generative AI rules in force
Informational only. DoctorKnow.ai does not advocate for or against legislation, regulation, or political action.
Impact Indicators
Job Displacement
No verified data attributes job losses to DeepSeek. Available labor research measures occupational exposure and automation potential across generative AI broadly, not employment outcomes caused by DeepSeek or any single model.
Privacy & Surveillance
Italy’s data protection authority restricted processing of Italian users’ personal data by DeepSeek’s operating companies after raising concerns about data collection, legal basis, retention and storage. Government device restrictions elsewhere are policy actions, not findings of privacy violations.
Water Usage
No measured DeepSeek-specific water-use figure exists. Research documents facility and regional water demand from Chinese data centers and models water use for AI workloads more broadly, but those figures cannot be attributed directly to DeepSeek.
Energy & Carbon
No independently verified energy or emissions figure exists for DeepSeek’s production infrastructure. Peer-reviewed testing of locally run DeepSeek R1 variants found that reasoning-heavy responses can require substantially more energy than concise responses, but those laboratory results do not measure DeepSeek-V4 or the company’s production fleet.
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.
Reasoning
Not yet scored
Coding
Not yet scored
Writing
Not yet scored
Analysis
Not yet scored
Speed
Not yet scored
Diagnostic notes
Open weights, but opaque data provenance and no environmental disclosure.