Posted 1/1/2024, 12:30:35 PM
Experts Advise Starting Small and Building Guardrails As Organizations Integrate AI
- Start small with AI/ML models on non-critical tasks to build capabilities before full integration
- Choose specialized language models suited to specific needs rather than only large foundational models
- Assign responsible stakeholders to deeply understand the models, spot anomalies, and ensure quality
- Implement guardrails like data sanitization, segmentation, and output reviews to ensure safety
- Consider open vs closed source models based on data privacy needs and collaboration opportunities