Paolo Perrone: LinkedIn Content Strategy & Writing Style

NVIDIA made me sign an NDA for this. It expires now. Here's what they didn't put in the press release: Nemotron 3 Nano: → 30 billion parameters → Only 3 billion active during inference 90% of the…

NVIDIA just made synthetic data free. The problem: → You need 100K training samples → Buying them costs $50K+ → Labeling them takes 6 months → Your model ships never The fix: → Generate training dat…

Obligatory LinkedIn announcement (just 3 months late 😄) I joined AlphaSignal as AI Content Lead. The leading AI newsletter. 100,000+ engineers reading daily. After 2 years of no-BS AI/ML content —…

Stop importing PyTorch. Start building it. TinyTorch is a free curriculum that teaches you to build PyTorch from scratch. Built by Harvard's Prof Vijay Janapa Reddi. 20 modules. ~40 hours total. 𝗙…

Your first AI agent shouldn't require code. Langflow has 33 pre-built templates. These 9 are where I'd start: 𝗦𝘁𝗮𝗿𝘁 𝗵𝗲𝗿𝗲 (𝗕𝗲𝗴𝗶𝗻𝗻𝗲𝗿): → Basic Prompting - Learn the fundamentals → M…

Last week I lost 2 days to a pip dependency conflict. "Requirement already satisfied, but incompatible with..." The spiral: → Stack Overflow says "just reinstall" → Now your venv is corrupted → pip…