Section 134 · Chapter 16, Introspection: White-Box Testing Networks
Future Network-Aware Frameworks
Future confidence systems may combine behavioral and internal evidence, but the internal measurement system will need testing too.
future network aware frameworks
What to do
- Compare them after model swaps, prompt changes, and fine-tunes.
- Define runnable checks that exercise future network aware frameworks.
- Set acceptable outcomes and blocker failures for future network aware frameworks before running the evaluation.
Evidence to preserve
- Capture internal artifacts for a small set of important known-good and known-bad cases.
- Preserve the inputs, versions, configurations, raw outcomes, and results for future network aware frameworks needed to reproduce work on Future Network-Aware Frameworks.
- Report results for future network aware frameworks by relevant slice, separate blocker failures from averages, state uncertainty and blind spots, and connect the result to a release decision.
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Cite this page
Jason Arbon. "Future Network-Aware Frameworks." Testing AI Knowledge Edition, section 134.
https://jarbon.ai/testing-ai/knowledge/ch134-future-network-aware-frameworks.html