Increasing Context Window Size for Large-Scale Content Review
Developer seeks ways to **expand AI context window beyond 2M tokens** for processing 300+ course lectures efficiently. Need to handle **text review, Portuguese grammar correction, broken link detection** and replacement in bulk. Exploring **local machine setup vs cloud options** to maximize context window for large-scale content processing tasks.
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Merve Lapus’s 13-year-old daughter told her dad she was horrified: This month, whenever her teacher stepped out of the room, kids in the class used their devices to play a new online game called Five Nights at Epstein’s.
Show HN: Book Grounded AI Learning
I constantly ask Gemini/ChatGPT/Claude about books on a certain topic, then ask the llm to give me a summary of the book its chapters - this helps me: 1. keep the llm grounded as a real expert (instead of saying pretend to be an engineering expert, give it a distributed systems book and then ask opinions on it) 2. helps me discover and buy books! Once i go through book concepts and chat with llm about it, i'm more convinced to buy it and dig deeper on low level on it<p>So i built an app through Replit on it, try it on<p><a href="https://teach-me.replit.app/" rel="nofollow">https://teach-me.replit.app/</a><p>Cheers!
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