Organizations struggle to adapt general-purpose models to industry-specific needs because varied, constantly-changing interactions make deployment unpredictable and unreliable.
Core Solution
Cobalt employs mechanistic interpretability and topological data analysis to decompose models into interpretable features, revealing "specific strengths, weaknesses, and blind spots" rather than relying solely on aggregate metrics.
Current Capabilities (v0.3.9)
- Visibility into model behavior through feature grouping
- Cross-dataset comparison functionality
- Production data pattern identification
Upcoming Features
- Neural network visualization tools
- Benchmark dataset integration
- Prompt optimization suggestions
- Automated production data analysis
Getting Started
Install the free version: pip install cobalt-ai
Trusted by AI teams at:
For inquiries, contact hello@bluelightai.com.