Technical Notes
Technical Notes
Short, independent reviews of what AI companies have published: code, models, papers and documentation. Each note scores the work against the same seven criteria and explains every score in a line.
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The seven criteria
- Architecture and model design
- Code quality and engineering practice
- Robustness and adversarial resilience
- Efficiency and resource use
- Data handling and privacy posture
- Documentation and transparency
- Deployment and production readiness
Each criterion is scored from 0 to 10, or marked “not assessable” when the public material does not allow a fair judgement. The weighting used for the overall score is stated at the top of each note, because what matters most depends on the product and its setting.