RAIER03-BP01 For each failed release criterion, re-assess the implementation strategy

Analyze why your current implementation strategy failed to meet the release criteria by looking at the specific test results, edge cases where it did not work, and patterns in the failures. Understanding the root cause assists you to decide whether you need to alter your existing approach or add completely new implementation techniques.

Add new or enhance existing baking solutions by building additional implementations directly into your model through extra training rounds, refined fine-tuning approaches, or different model component choices. These approaches modify the model's core behavior rather than trying to catch problems afterward, which can be more effective for persistent issues that keep appearing.

Implement new or strengthen existing filtering techniques by adding more sophisticated content filters, better output classifiers, or additional input validation rules that catch harmful content before it reaches users. You might need to layer multiple blocking approaches or make your existing filters more sensitive to handle the specific failure cases you discovered.

Create new or improve existing guiding approaches that assist users to avoid harmful interactions through redesigned interfaces, clearer guidance, better warnings about limitations, or more comprehensive educational content about appropriate use cases. This works particularly well for criteria that depend on how people choose to interact with your system.

Test your new or modified implementation approaches against the same evaluation criteria that your original strategy failed on. Document what you added or changed and what you can learn from this experience for future implementations.