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Truly Understand
the World
We reshape the next AI landscape by transforming AI from black-box prediction into a system of trustworthy reasoning.
OVER-PERFORMANCE
THAN GPT-4o
108.6%
150-neuron Causal Intervention_
EELo-CoT
30.8
59.8%
Compositional
Generalization
SINGE TASK
0.8
0.7
Next-generation
Reasoning Engine
Human + AI aligned through the language of Causality.
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Collaborative Intelligence
Across Diverse Domains
Full-stack Substrate for CGI
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Benefits to Current
AI Systems
(e.g., LLM, VLM, Multimodal Models,
Diffusion Models)
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Commerce, Ads &
Recommendation
Intelligent, Actionable
Personalization
Large Models &
Intelligent Systems
From Black-Box to Mechanistic Understanding
Science, Healthcare
& Therapeutics
Causal AI for
Precision Discovery
Manufacturing
& Supply Chain
Causal Optimization
at Scale
