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README.md

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 # Maniac.ai
 
-Maniac builds compact, production-ready language and multimodal models designed to learn continuously and operate efficiently in the real world. We focus on compression, distillation, and structured optimization to create models that adapt over time, stay performant in changing environments, and run reliably even under tight compute constraints.
+Maniac develops compact, production-grade language and multimodal models engineered for continuous learning in enterprise environments. We specialize in fine-tuning, distillation, and structured optimization to deliver systems that maintain performance as data and requirements evolve, while operating efficiently under strict latency and compute constraints.
 
 **🔗 [maniac.ai](https://maniac.ai)** · **📝 [Blog & recent results](https://maniac.ai/blog)**