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AI Summary
- Jeremy Howard's Answer.AI ships 1000s of successful AI products with no managers and a team of 12, focusing on practical AI R&D aligned with GPU-poor needs
- Initial releases included systems for training 70B models on two NVIDIA 4090s using FSDP + QLoRA, and FastHTML framework for rapid AI application development
- The philosophy rejects GPU-rich problems like pre-training in favor of fine-tuning, optimized inference, and developer tools for resource-constrained teams