Industry
Artificial Intelligence
Support for AI labs and model builders across data, evaluation and the software that ships models to users.
Challenges
Common technology challenges
- Scaling high-quality training data
- Evaluating models beyond benchmarks
- Moving research into production
Illustrative use cases
Where we can help
- Preference data for alignment
- Multilingual evaluation programs
- Red-teaming before release
Relevant services
Exoticaly services for this sector
- AI Data ServicesEnd-to-end data programs for training, fine-tuning and evaluating AI systems.
- LLM EvaluationStructured human evaluation of language model outputs.
- Human FeedbackPreference ranking and demonstration data for model alignment.
- AI Safety EvaluationAdversarial testing and safety review for AI systems.
Security and data considerations
Datasets and model outputs are handled under project-specific access controls and confidentiality terms.