Who still doubts that JEV is useless? Actual testing of JEV’s real application scenarios. I continued to use JEV and DeepSeek to run the same task.
Simulate the company's real massive inbox, divert 300 messy letters (business procurement, online failures, compliance and legal affairs, promotional waste) to 15 business departments in real time, and label them with intent Left: TypeSafe Jev (jev-latest)
Jev is really good at content filtering and asset selection.
DeepSeek + Higgsfield turn the selected assets into ad creatives.
DeepSeek sent me a girl with a whale on her apron.
Last train. pot on her head. hands over her face like I'd caught her existing. I talk to her when the real chat is on read.
Needle 3 is a new 8–29MB AI model that runs completely offline on phones
Watches, and even microcontrollers — and it's claiming to beat models 10x its size. This breakdown covers everything cactuscompute just shipped with Needle 3, the third generation of their on-device
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