Illuminate and Improve Your AI
BluelightAI reveals hidden data patterns so you can refine your model for peak performance.
TRUSTED BY
“Data has shape, and the shape matters.”
– Gunnar Carlsson, Cofounder & CTO of BluelightAI
Meet Cobalt
Cobalt empowers teams to understand and optimize their AI/ML models.
With a simple Python API and a powerful visual explorer, Cobalt transforms complex model internals into intuitive, topologically informed insights—revealing hidden structural patterns, diagnosing errors, and guiding targeted repairs.
How it works
Cobalt ingests your AI/ML models and their data, revealing internal structures and providing a fine-grained evaluation of performance.
With advanced pattern detection, you’ll visualize your model’s inner workings like never before, and discover new mechanistic insights.
The result? Cobalt gives you more control over your AI models and their data, leading to higher performance and fewer headaches.
Key use cases
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Go beyond the black box.
Cobalt’s rigorous approach to mechanistic interpretability reveals the precise ‘circuits’ and computations that drive AI decision-making—illuminating how your models think at every step. By dissecting these hidden processes, Cobalt unlocks an unparalleled level of model evaluation and steering, ensuring that outputs are maximally aligned with your goals.
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Cobalt leverages topological data analysis to illuminate previously hidden internal structures.
It elucidates the intricate clusters and pathways underpinning your model’s architecture, offering a clear lens into its inner workings.
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Cobalt pinpoints clusters of data your model hasn't seen before— unfamiliar hotspots which signal hallucinations or errors.
Armed with these insights, your team can swiftly update models, ensuring accuracy and alignment with new data trends. Cobalt transforms AI blind spots into opportunities for enhanced performance and reliability.
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Deploy your model to production confidently, knowing that Cobalt has given you greater understanding into its inner workings.
Enjoy peace of mind, as Cobalt provides the evaluation toolkit you need to build robust models before deployment, as well as address issues after deployment.
