Claude
Anthropic
Index
Not yet scored
Long-context reasoning with a published safety policy.
Powered by: Claude (Anthropic)
Publishes responsible scaling policy and supports binding safety regulation.
Human Impact Diagnosis
Planetary Impact Diagnosis
Directory of Top 10 AI Models
Explore the ten AI models featured in DoctorKnow.ai's diagnostic scope and examine their potential impacts on humanity and the planet. Review available evidence, understand what remains unknown, and decide what matters most to you.
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10 of 10 models
Anthropic
Index
Not yet scored
Long-context reasoning with a published safety policy.
Powered by: Claude (Anthropic)
Publishes responsible scaling policy and supports binding safety regulation.
DeepSeek
Index
Not yet scored
Extremely cheap reasoning at scale.
Powered by: DeepSeek
Open weights, but opaque data provenance and no environmental disclosure.
Google DeepMind
Index
Not yet scored
Huge context window, strong analysis.
Powered by: Gemini (Google)
Water reporting aggregated at fleet level, not per site.
OpenAI
Index
Not yet scored
Frontier generalist with deep reasoning.
Powered by: ChatGPT (OpenAI)
Strong benchmarks; limited disclosure of per-query energy and water intensity.
xAI
Index
Not yet scored
Fast, unfiltered, realtime-leaning.
Powered by: Grok (xAI)
Memphis cluster ran unpermitted methane turbines; minimal transparency reporting.
Meta
Index
Not yet scored
Open-weight frontier you can self-host.
Powered by: Meta AI / Llama
Open weights allow local inference; parent company scores poorly on water siting.
Microsoft
Index
Not yet scored
Office-embedded assistant running on OpenAI frontier models.
Powered by: ChatGPT (OpenAI), Copilot (Microsoft)
Estimated scores pending confirmation. Inherits OpenAI model behaviour; enterprise tenants get no-training commitments.
Mistral AI
Index
Not yet scored
EU-hosted, regulation-aligned.
Powered by: Mistral AI
EU AI Act aligned, French low-carbon grid, GDPR-native data handling.
Perplexity AI
Index
Not yet scored
Answer engine that routes queries across multiple frontier models with citations.
Powered by: Claude (Anthropic), ChatGPT (OpenAI)
Estimated scores pending confirmation. Multi-model aggregator, so impact varies with the routed provider.
Alibaba Cloud
Index
Not yet scored
Strong multilingual generalist.
Powered by: Qwen3 (Alibaba)
Coal-heavy regional grid exposure across several compute regions.