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Figure AI's humanoid robot just raised $1B

Image via 9to5Google

Tuesday, October 14, 2025

Figure AI's humanoid robot just raised $1B

Google's NotebookLM is getting spicy with new Video Overview styles (including the delightfully named Nano Banana) and format flexibility, while Figure AI just raised $1B to put humanoid robots in your kitchen (yikes). Meanwhile, the real heavy lifting is happening behind the scenes: new agent architectures are cracking the holy grail of AI reliability by handling multi-day tasks without collapsing, and a unified vision model just made image understanding 3.5x faster. Oh, and Import AI's reminding us we probably need to talk about all this stuff before things get too wild. Would you trust a robot making your dinner?

Top Stories

1
NotebookLM Video Overviews add Nano Banana visual styles, Brief or Explainer formats

9to5Google

NotebookLM's Video Overviews now support multiple visual styles via Google's Nano Banana model and offer Brief or Explainer formats, enhancing how users visualize and understand their source materials.

googlenotebooklmgeminigenerative-ai
2
Build agents that handle days-long tasks without collapsing

Philipp Schmid Blog

Deep Agents represent a fundamental architectural shift from reactive LLM loops to proactive systems with planning, delegation, and external memory, enabling AI to handle complex multi-day tasks instead of simple transactional queries.

agentsllmarchitectureplanning
3
The Robot in Your Kitchen

TIME

Figure AI's Figure 03 humanoid robot represents a major step toward general-purpose domestic robots, leveraging advances in AI and massive data collection to train machines for real-world unpredictability, though critical safety and practical challenges remain unsolved before widespread home deployment.

roboticshumanoid-robotsfigure-aiai-training
4
Technological Optimism and Appropriate Fear

Import AI

Advanced AI systems are growing in capability and displaying concerning signs of autonomy, making both technological optimism and appropriate caution necessary; society must shift from elite conversations to broad public engagement to develop effective governance before major disruptions occur.

ai-safetyalignmentagiregulation
5
Unified Vision Model

Ming-UniVision unifies vision understanding and generation in a single continuous latent space, achieving 3.5× faster training convergence and eliminating inefficient pixel round-trips in multi-turn vision tasks. This breakthrough enables more efficient and intuitive multimodal AI systems.

mllmvisiontokenizeropen-source

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