https://www.optimizingmind.com/flash-transfer-learning-demo https://www.optimizingmind.com/media/demo-poster.jpg Flash Transfer Learning Demo Demonstration of Flash Transfer Learning: efficient AI model training with 1% of data, 100x faster, with no catastrophic forgetting. https://www.optimizingmind.com/media/demo-video.mp4 301 2024-11-11T00:00:00+00:00 yes no no Optimizing Mind https://www.optimizingmind.com/why-ai-struggles-in-dynamic-environments https://www.optimizingmind.com/media/why-ai-struggles-dynamic-environments-poster.jpg Why AI Struggles in Dynamic Environments An explainer on why modern AI systems perform well on static benchmarks but struggle in dynamic, continually changing environments — covering catastrophic forgetting and the case for brain-inspired continuous learning. https://www.optimizingmind.com/media/why-ai-struggles-dynamic-environments.mp4 265 2026-04-27T00:00:00+00:00 yes no no Optimizing Mind