
How did YouTube make all the top-ranked comments wholesome and funny? And are those techniques generalizable?
Nikhil Dandekar
1.9K posts

@nikhilbd
Principal Engineer, @Google working on AI Quality. Former: @Youtube, @Quora, @Foursquare, @Bing.

How did YouTube make all the top-ranked comments wholesome and funny? And are those techniques generalizable?



An exciting milestone for AI in science: Our C2S-Scale 27B foundation model, built with @Yale and based on Gemma, generated a novel hypothesis about cancer cellular behavior, which scientists experimentally validated in living cells. With more preclinical and clinical tests, this discovery may reveal a promising new pathway for developing therapies to fight cancer.


Image generation with Gemini just got a bananas upgrade and is the new state-of-the-art image generation and editing model. 🤯 From photorealistic masterpieces to mind-bending fantasy worlds, you can now natively produce, edit and refine visuals with new levels of reasoning, control and creativity. A quick dive into Gemini 2.5 Flash’s capabilities 🧵





This just in... the @NotebookLM hosts have some rather exciting news they'd like to share with you all:


2.5 > 3 >4. There, I said it


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Mindmaps are now available in @NotebookLM! Chaos-- meet thy maker ⚔️