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🚨 SCIENTISTS MAY HAVE FINALLY SOLVED ONE OF THE BIGGEST UNSOLVED PROBLEMS IN BLACK HOLE PHYSICS.For years, astrophysicists have struggled with the “final parsec problem”: even after two supermassive black holes get relatively close, they struggle to shed enough angular momentum to merge within the age of the universe.New 3D simulations reveal that magnetic fields in the gas disk surrounding a binary system can solve this. The fields trigger powerful outflows and jets that efficiently carry away

🚨 SCIENTISTS MAY HAVE FINALLY SOLVED ONE OF THE BIGGEST U…

5.5K views2 weeks ago

x.comTheNewPhysics

Karpathy's prediction about RL is coming true now!He called reward functions unreliable and argued that a single reward number is too low-dimensional to teach an agent what "good" means for complex tasks. To solve this, Agents need a knowledge-guided review as a higher-dimensional feedback channel.Every major AI lab trains models with RL today (OpenAI, Anthropic, DeepSeek).And their key bottleneck has always been the reward functions.GRPO by DeepSeek worked well for math and code because the env

Karpathy's prediction about RL is coming true now!He called rewar…

10.2K views2 weeks ago

x.comAkshay 🚀

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