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Learning from rewarded attempts, building a competition checkpoint, and confronting the gaps in planning, data efficiency, and research judgment.
Sora explores what video generation can learn about the world. Genie adds frame-by-frame actions. Part 1 follows their mechanisms, demonstrations, and limits on the path toward agent training.
Part 4 follows flow matching into crystals and discrete tokens, then examines efficient image synthesis, controllable speech, synthetic pretraining data, and DeCAF’s legacy in computer vision.
Why reinforcement learning’s uneven generalization makes workflow context, product design, and learning from mistakes central to Cursor’s ambitions.
Part 5 of 6 follows DeCAF’s transfer-learning legacy, Lucas Beyer’s case for captioning and reward tuning, Ashley Edwards’s path from robot imitation to Genie, and Seung Jae Lee’s introduction to tokenized behavior generation.
David Luan’s account of OpenAI, Google and Adept connects research organization to a practical challenge: making models operate software reliably and learn from the people they help.
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A conversation with Greg Brockman about OpenAI’s path to AGI, alongside our analysis of GPT-5, Codex, and the shift to agentic coding.
Thariq Shihipar on Claude Code’s next era: prompts, harnesses, plugins, and agents—and what it takes to keep pace with the frontier.
Marc Andreessen on the future of the browser, Pi and OpenClaw, and why this wave of AI feels different.
Priscilla Chan and Mark Zuckerberg on Biohub’s plans for frontier AI and virtual biology, and the ambition to cure or prevent disease.
Anima Anandkumar on modeling the physical world, from weather to fusion reactors, and why physics needs more than language models.
John Platt on automating science, tackling climate change, and how the next generation can contribute in the age of AI.
Anthropic brings interactive apps into Claude with an open MCP standard for richer AI interfaces.
What Sam Altman’s town hall reveals about building startups in the age of AI.
Moonshot’s multimodal model brings competitive coding, native image and video understanding, and parallel agents.
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