Retrain probe with product-CDN negatives, add product guard - #34
Merged
Merged
Conversation
The DINO probe saturated on IKEA room renders and Amazon product marketing imagery (all five flagged images on the 12-image IKEA check were DINO-driven with CF at 0.004 to 0.11). 198 product-CDN images from both retailers' live CDNs join the training negatives; 100 more are held out as a fourth permanent guard. Product marketing imagery, including classical CGI renders, counts as not generative AI for this detector. Verified: bench unchanged at 87.9 BA / 76.0 TPR / 99.8 TNR (scores moved on 265 images, zero verdicts flipped), stress 3/240, live guard 5/132, product guard 3/100 (two of three CF-driven), IKEA 12-image check 5/12 to 0/12. Suite 228 green. Version 1.3.1.
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Closes the remaining DINO-saturation class from the second live smoke (confirmed FPs were concentrated in IKEA and Amazon product imagery, all DINO-driven with CF near zero).
Zero bench cost, verified genuine (265 dino scores moved, no verdicts flipped). Suite 228 green. After merge: tag v1.3.1, then the third live smoke.