Expert Training Data
Specialist scientific data for AI development.
Expert-authored reasoning tasks, reference answers and annotations for AI training and evaluation.
- Deliverables
- Scientific datasets, expert annotations and reference answers.
AI Model Evaluation
Measure accuracy, reasoning and safety.
Structured assessments of AI-generated scientific outputs to identify factual errors, reasoning weaknesses and safety concerns.
- Deliverables
- Scored outputs, error classifications and evaluation reports.
Scientific Benchmark Development
Domain-specific tests for advanced AI.
Expert-developed questions, reference answers and scoring criteria to measure specialist model performance.
- Deliverables
- Benchmark datasets, scoring rubrics and evaluation guidance.
Scientific Evidence Verification
Assess the evidence behind AI-generated claims.
Independent assessment of scientific accuracy, source reliability, citation quality and supporting evidence.
- Deliverables
- Claim assessments, evidence notes and structured reports.