I got Jev to zero mistakes. I'm still using Flash-Lite.
Jev is a brilliant decision model. Gemini Flash-Lite is the model nobody talks about, and it’s fast, accurate, and nearly free. Here's what we measured picking between them, and why the pair is the cheapest setup of all. Jev is the most hyped model right now. TypeSafe's decision model doesn't chat and doesn't write. It reads some text and a list of options and returns calibrated probabilities…
Jev is a highly efficient decision model known for its accuracy, speed, and low cost. TypeSafe's Jev doesn't chat or write, but rather reads text and options to provide calibrated probabilities. It performed well in a competition against Gemini Flash-Lite, a fast and accurate model. The experiment involved running both models through a series of tests, with Jev making three false positive calls, while Flash-Lite remained over-cautious.
Jev's success can be attributed to its design, which focuses on reading input and providing probabilities without writing anything. The key to Jev's performance lies in its ability to ask the right questions to its checkers, determining what the checker fails to see rather than what it can verify. By rewriting the prompts to focus on the checker's weaknesses, Jev provided more accurate results, demonstrating the importance of clear and precise communication in model usage.
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