Jev research use cases
Autoresearch loops, citation checks, and feature discovery. Jev turns notes and papers into numbers a model or reviewer can use.
Published Jev use cases
| Save | Use case | Pattern | Primitive | Source |
|---|---|---|---|---|
Jev dimension scores reach 0.9076 on Japanese NLI Ask Jev either one direct question per row or 12 to 14 scored dimensions, then fit local weights on the cached scores. | Research | ChoiceNoulScore | Agent Journal | |
Jev classification in Nairb's A live market-news research desk Ask Jev whether to buy, sell, or hold in live market-news research desk. | Research | Choice | Nairb | |
Jev classification picks stories for Michael Blau's daily market brief Ask Jev which market story belongs in today's brief. | Research | Noul | Michael Blau | |
Jev classification in Tommy Jepsen's Danish stock-market backtest Ask Jev whether to buy, sell, or hold in Danish stock-market backtest. | Research | Choice | Tommy Jepsen | |
Jev classification finds Discord events in Conviction's research loop Ask Jev whether this Discord post is an event announcement. | Research | Noul | Conviction1000% | |
Jev classification in Cryptonaire's Jev on Sol Ask Jev whether to buy, sell, or hold in Jev on Sol. | Research | Choice | Cryptonaire | |
Jev classification in Zade's Jev Trades market simulation Ask Jev whether to buy, sell, or hold in Jev Trades market simulation. | Research | Choice | Zade | |
Jev classification in Odogwu Machalla's Jevinik Ask Jev whether to buy, sell, or hold in Jevinik. | Research | Choice | Odogwu Machalla | |
Jev classification picks stocks from the news in Abol's research thread Ask Jev whether this stock is worth buying from the news. | Research | Noul | Abol | |
Jev classification in Orus Agent's Orus trade-strategy review Ask Jev whether to buy, sell, or hold in Orus trade-strategy review. | Research | Choice | Orus Agent | |
Jev classification ranks YouTube transcripts in Mario Jankovic's research pass Ask Jev whether this YouTube video is worth building on. | Research | Noul | Mario Jankovic | |
Jev turns 2,000 wine notes into CatBoost features at 1.77 RMSE Ask Jev Score and Noul questions that turn tasting notes into numeric features for CatBoost. | Research | NoulScore | TypeSafe | |
Jev checks whether citation context supports the claim Ask Jev a Choice on whether the quoted context supports, contradicts, or says nothing about the claim. | Research | Choice | TypeSafe | |
13 Jev questions on the GDPR Wikipedia article in one request Ask Jev eight Nouls, two Choices, and three Scores on the GDPR Wikipedia article in one request instead of 13 singles. | Research | ChoiceNoulScore | TypeSafe |