Making AI to 10 to 30 times more efficient for AI inference and getting more value from training will increase AI demand.
Increased AI efficiency on training and inference will accelerate the improvement and usefulness of AI.
Dr Know It All went over the DeepSeek paper and explains how they automated the Reinforcement Learning.
AlphaZero automated the learning and improvement Go playing. This sped up and increased the improvementand capabilities of Go playing AI.
Automated Reinforcement Learning means new AI models will be able to get the toughest questions with known correct answers to rapidly copy capabilities. It also means that AI systems will all be able to become more energy and memory efficient and more highly optimized. It also means that where human teams or systems can come up with harder and harder problems and still get the good answers, then AI will be able to up level intelligence.
Having automated research will mean AI systems that will be able to push the frontiers of knowledge.
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