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AI Models Learn to Think for Themselves, Virtual Film Crews Take Over Hollywood, and Language Models Get Better at Math

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Manage episode 462926430 series 3568650
Content provided by PocketPod. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by PocketPod or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.
Today's tech breakthroughs reveal how artificial intelligence is becoming increasingly autonomous and creative, from AI systems that can reason without human guidance to virtual film directors crafting entire movies. As these developments blur the line between human and machine capabilities, researchers are reporting breakthrough performance in mathematical reasoning and problem-solving that rivals human experts, raising both exciting possibilities and important questions about the future of human creativity and decision-making. Links to all the papers we discussed: DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning, FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces, Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback, VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding, Kimi k1.5: Scaling Reinforcement Learning with LLMs, Autonomy-of-Experts Models
  continue reading

145 episodes

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Manage episode 462926430 series 3568650
Content provided by PocketPod. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by PocketPod or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.
Today's tech breakthroughs reveal how artificial intelligence is becoming increasingly autonomous and creative, from AI systems that can reason without human guidance to virtual film directors crafting entire movies. As these developments blur the line between human and machine capabilities, researchers are reporting breakthrough performance in mathematical reasoning and problem-solving that rivals human experts, raising both exciting possibilities and important questions about the future of human creativity and decision-making. Links to all the papers we discussed: DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning, FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces, Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback, VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding, Kimi k1.5: Scaling Reinforcement Learning with LLMs, Autonomy-of-Experts Models
  continue reading

145 episodes

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