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Story history
Score and comment observations over time
Reducing Doom Loops with Final Token Preference Optimization
HN #48,820,127 | submitted 2026-07-07 16:31 UTC | liquid.ai
48 observationsby dataminer
20 points
Latest score
4 comments
Latest comments
+19
Score change
Rank history is not tracked yet in the current dataset, so this first slice focuses on score and comment movement.
Score
Range 1 to 20
2026-07-07 16:35 UTC2026-07-07 20:19 UTC
Comments
Range 0 to 4
2026-07-07 16:35 UTC2026-07-07 20:19 UTC
Observation history
Observation times are irregular and reflect when the tracker refreshed this story.
First 2026-07-07 16:35 UTCLatest 2026-07-07 20:19 UTC
| Observed at | Score | Comments | Rank |
|---|---|---|---|
| 2026-07-07 20:19 UTC | 20 | 4 | not tracked |
| 2026-07-07 20:15 UTC | 20 | 4 | not tracked |
| 2026-07-07 20:10 UTC | 20 | 4 | not tracked |
| 2026-07-07 20:05 UTC | 19 | 4 | not tracked |
| 2026-07-07 20:01 UTC | 18 | 4 | not tracked |
| 2026-07-07 19:56 UTC | 17 | 4 | not tracked |
| 2026-07-07 19:51 UTC | 17 | 4 | not tracked |
| 2026-07-07 19:47 UTC | 17 | 4 | not tracked |
| 2026-07-07 19:42 UTC | 17 | 4 | not tracked |
| 2026-07-07 19:36 UTC | 17 | 4 | not tracked |
| 2026-07-07 19:31 UTC | 17 | 4 | not tracked |
| 2026-07-07 19:27 UTC | 16 | 4 | not tracked |
| 2026-07-07 19:22 UTC | 15 | 4 | not tracked |
| 2026-07-07 19:17 UTC | 15 | 4 | not tracked |
| 2026-07-07 19:13 UTC | 15 | 4 | not tracked |
| 2026-07-07 19:08 UTC | 15 | 4 | not tracked |
| 2026-07-07 19:03 UTC | 15 | 4 | not tracked |
| 2026-07-07 18:58 UTC | 14 | 3 | not tracked |
| 2026-07-07 18:54 UTC | 14 | 3 | not tracked |
| 2026-07-07 18:49 UTC | 14 | 3 | not tracked |
| 2026-07-07 18:44 UTC | 14 | 3 | not tracked |
| 2026-07-07 18:40 UTC | 14 | 3 | not tracked |
| 2026-07-07 18:33 UTC | 14 | 2 | not tracked |
| 2026-07-07 18:29 UTC | 14 | 2 | not tracked |
| 2026-07-07 18:24 UTC | 14 | 2 | not tracked |
| 2026-07-07 18:19 UTC | 14 | 2 | not tracked |
| 2026-07-07 18:15 UTC | 14 | 2 | not tracked |
| 2026-07-07 18:10 UTC | 13 | 2 | not tracked |
| 2026-07-07 18:05 UTC | 12 | 2 | not tracked |
| 2026-07-07 18:01 UTC | 12 | 2 | not tracked |
| 2026-07-07 17:56 UTC | 11 | 2 | not tracked |
| 2026-07-07 17:51 UTC | 11 | 2 | not tracked |
| 2026-07-07 17:47 UTC | 11 | 1 | not tracked |
| 2026-07-07 17:42 UTC | 9 | 1 | not tracked |
| 2026-07-07 17:37 UTC | 9 | 1 | not tracked |
| 2026-07-07 17:31 UTC | 7 | 1 | not tracked |
| 2026-07-07 17:27 UTC | 6 | 1 | not tracked |
| 2026-07-07 17:22 UTC | 6 | 1 | not tracked |
| 2026-07-07 17:17 UTC | 6 | 1 | not tracked |
| 2026-07-07 17:12 UTC | 6 | 1 | not tracked |
| 2026-07-07 17:08 UTC | 5 | 1 | not tracked |
| 2026-07-07 17:03 UTC | 5 | 1 | not tracked |
| 2026-07-07 16:58 UTC | 3 | 0 | not tracked |
| 2026-07-07 16:54 UTC | 3 | 0 | not tracked |
| 2026-07-07 16:49 UTC | 3 | 0 | not tracked |
| 2026-07-07 16:44 UTC | 2 | 0 | not tracked |
| 2026-07-07 16:40 UTC | 2 | 0 | not tracked |
| 2026-07-07 16:35 UTC | 1 | 0 | not tracked |