Local LLMs Are Rewriting the Startup Rulebook in 2026

For the better part of the last two years, the startup world was obsessed with one question: Which model do we integrate? The narrative was simple: OpenAI's GPT-4 was the king, and if you weren't using it, you were falling behind. The buzzwords were "generative AI," "LLM," and "prompt engineering." It was a golden age of hype, driven by the ease of copy-pasting a few lines of code to inject massive intelligence into a product. But as we move through 2026, the narrative is shifting. The initial e