Wow, the hottest model in the AI circle today should be JEV. Nowadays, all big models are striving to improve their speaking, writing, and human like abilities. JEV, on the other hand, does not generate text at all and is only responsible for making judgments and decisions. I can't wait to use JEV to help me make automated trading decisions for stocks and cryptocurrencies The official data is very exaggerated: 20-200 times faster, 40-400 times cheaper, with only $0.042 per million tokens input and free tokens output. Today we use GPT, Claude, and Gemini for automation, often having the model write a long paragraph first, and then having the program extract JSON, tags, scores, and next actions from it. JEV simply deleted the entire step of "talking nonsense" and directly told the software: Choose A or B, what is the probability, and what is the confidence level. Customer service diversion, content review, agent routing, recommendation system, risk control, transaction signal filtering... In the real world, a large number of AI calls are not meant to make it write short essays, but to make it make thousands of judgments every second. This is also the most noteworthy aspect of JEV in my opinion. At present, JEV is still in Early Access. Interested students can join the whitelist and experience it first.