Fan builds Easy-Jev: a live demo where changing inputs shows classifications shift in real time

zeeg · x · 2026-09-18

rorybuilds launched Easy-Jev, an online Jev demo anyone can try: change the inputs and watch classifications update in real time. His master's thesis was on classification models, so he calls it a modernized version of a classic algorithm.\n\nHe agrees with typesafe that LLMs are just one approach to intelligence, and predicts a hybrid future: breaking a statement into a series of classifications and routing each to the right model type, using fewer tokens and leaning on LLMs less. Context: ChatGPT co-inventor CompleteSkeptic recently emerged from two years of stealth to launch Jev, claiming 20-200x faster and 40-400x cheaper with free output tokens.

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