Key Takeaways What you'll take away from this Cloud AI models can disappear overnight — a government letter, policy update, or pricing shift is all it takes Local models are now good enough for roughly 80% of everyday AI tasks Ollama and LM Studio make setup fast, even without a technical background Qwen 3, DeepSeek, Gemma, and Llama are the four models worth knowing right now Privacy, zero marginal cost, and always-on availability are the three core advantages of going local Five concrete startup opportunities open up the moment intelligence runs free on your desk The weekend was supposed to be spent building. The plan was locked in, the idea was sitting right there — and then, on a Friday evening, a government letter arrived at an AI lab. By Friday night, one of the most powerful models on the planet was gone. Disabled for everyone. No warning. No appeal window. That moment clarifies something...
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