Jev wired into a Monad order book makes trading decisions every 300ms
A developer connected Jev to a live Monad order book so it decides on its own to buy or sell every 300 milliseconds, at about $0.0004 per decision, roughly 76x cheaper than a frontier model.
The guy who was there at the birth of ChatGPT just shipped a model that's physically incapable of writing a single line of text two days after launch, Jarrod Watts plugged it into a live order book on Monad. the model decides on its own whether to buy or sell, placing a real order every 300 milliseconds - faster than you can blink Jev doesn't generate text. it answers exactly three kinds of questions: which option, yes or no, how much. that's the entire decision space most agents are currently burning frontier-model money on without anyone noticing the price gap is the whole story. $0.0004 a decision vs $0.0304 on a frontier model, at nearly the same accuracy. roughly 76x cheaper. one developer classified 500 emails for 3.5 cents. total. not per email three questions, one API call, 70-500ms combined. here's what nobody warns you about: if question B depends on question A's answer, you can't stuff them into one call and hope the model sorts out the order itself. that's always two requests risk limits always live in code. a model's confidence score never gets to negotiate its way past a kill switch three days after launch the repo passed 1,000 stars, and decisions were landing in 81ms you don't need a bigger model. you need to stop asking a novelist to check a box full breakdown + the code in the article. save it before your agent racks up another bill for something that only ever had two possible answers
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