iwbh ChatGPT this is a deranged way to title a chat in which I’m trying to figure out if clearance jeans are a good deal for my wife
ghost malone ergo propter bones
@proptermalone.bsky.social
60K followers 4.1K following 105K posts
mostly politics. some Seahawks. Normal Man. oh and one more thing you aren’t going to like what comes after America
![Jev can materially lighten 9A, specifically the per-persona reconciliation stage.
- One measured 9A run spent six Sonnet reconciler calls, 467,202 reported high-water context tokens and 693 seconds wall time. These aren’t billed-token figures, but they show the load. [ran: 20260818 usage.jsonl]
- Jev classified 72 historical finding pairs across four safe runs in four calls and 10.3 seconds uncached. [ran: private Jev replay]
- Its five ≥0.98 disagreements with the historical labels were, on manual inspection, five genuine duplicate findings that 9A had failed to join. The reference labels—not Jev—were wrong in those cases.
- The safe design is deterministic candidate generation → Jev same-defect probabilities → automatic merge only at a calibrated high threshold → Sonnet handles ambiguous clusters. Every unmatched finding survives, and failure falls back to the existing reconciler.](https://cdn.bsky.app/img/feed_thumbnail/plain/did:plc:e6n7jxtu2qrhwvp3j6ib6sq6/bafkreianhz5z5bhewgokxr3ir4yaaa5cqmh4xqr5irhnvfd5rioqaocjxu)
