Jev + Needle 3 AI Started Something NEW!
Get the Agent OS & Jev + Needle Masterclass 👉 https://www.skool.com/ai-profit-lab-7462/about Want to make money and save time with AI? Join here: https://www.skool.com/ai-profit-lab-7462/about Get a FREE AI Automation Strategy Session: https://juliangoldieaiautomation.com/ Get a FREE AI SEO Strategy Session: https://go.juliangoldie.com/strategy-session?utm=julian 00:00 Intro – Needle 3 explained 00:43 Live Test – 66ms on a CPU 01:57 Size & License – 35 MB, free, open source 02:38 3 Core Skills – Tool calls, extraction, embeddings 04:07 Benchmarks – Beats models 10x bigger 05:23 Why It Matters – Small local models in your automations 06:29 Jev – Models that act, not chat 07:24 Reliability – Output that never breaks 08:17 Intelligence Ladder – 19 models in one file 09:23 Fine-Tuning – 29M model beats a cloud model 10:26 Confidence Scores – Stop hallucinations 11:22 Triggers – Never miss key intents 11:48 4 Limitations – Where it breaks 13:49 Where It Runs – Phone, watch, browser, Pi 14:36 The Big Shift – Right-sized AI for each job 16:28 Wrap-Up – Key takeaways
