1. Demo ≠ Production Quality
- Real-world performance matters more than showcases
- Focus on consistent, reliable results
2. Benchmark-Driven Validation
- Standardized performance metrics
- Comprehensive testing scenarios
- Regular evaluation cycles
3. Strategic Speed
- Quality over frequency
- Data foundation first
- Systematic experimentation
4. Data Quality -First Architecture
- Quality data infrastructure
- Robust validation pipelines
- Continuous data improvement
5. Evidence-Based Development
- Model comparison frameworks
- Data-driven decisions
- Measurable improvements
Keep Learning!!!
No comments:
Post a Comment