| license: mit | |
| tags: | |
| - build-small-hackathon | |
| - packetcourt | |
| - feedback | |
| - traces | |
| - human-in-the-loop | |
| # PacketCourt Community Feedback | |
| This dataset is PacketCourt's public correction-driven learning queue. | |
| Each submitted review preserves: | |
| - the original front and back label evidence; | |
| - PacketCourt's claim verdicts and investigation path; | |
| - the independent Nemotron evidence-gap review; | |
| - the user's correction or confirmation; | |
| - candidate evidence-router examples. | |
| ## Learning policy | |
| New records begin with: | |
| ```json | |
| { | |
| "review_status": "pending_human_review", | |
| "training_eligible": false | |
| } | |
| ``` | |
| Public feedback never fine-tunes a production model immediately. That would | |
| allow accidental or malicious feedback to poison later audits. A correction | |
| must first be checked against the supplied packet evidence. Approved records | |
| can then be promoted into a versioned router-training release and evaluated | |
| against PacketCourt's golden cases before deployment. | |
| Nemotron reviews investigations and missing evidence. It is not silently | |
| self-modified by community feedback. | |