Yash

Learning machine learning

[Yash @ysurrs]

@nacloos @_webbwright @noranta4 @jacobandreas @phillip_isola this is really fascinating work!

[Dr. Savio Oliver Ignatius Rodrigues 🇮🇳 @PrinceArihan]

The attempt to target Narendra Modi, Amit Shah, Ajit Doval and Hindutva is part of a larger design to destabilise India. The ultimate objective is to provoke civil unrest, push the nation towards civil war and cripple the Indian economy, setting back years of economic progress.

The strategy is to weaken India’s political leadership, fracture its social fabric, create internal chaos and derail its emergence as a global economic power.

The ultimate target is India rise as Bharat. Its stability, its sovereignty and its economic future.

This is the strategic threat I have flagged to the highest levels of India’s intelligence apparatus with some strategic inputs.

[Chirag Raman @chiragraman]

How can AI systems explore combinations of ideas that they have rarely, or never, encountered?

In PRISM, we use analogical reasoning to support creative exploration in the long tail of the data distribution: drawing on familiar relationships to make sense of unfamiliar combinations. Specifically, we introduce an approach grounded in category theory to make conceptual relationships explicit, measure their correspondence across domains, and use them to guide generation.

We use visual metaphor generation as a concrete test. What would it mean to depict "Thought is a vulture" or "My mind is a desert and I am an explorer"? The images need to convey the relationships that make these analogies meaningful.

The gallery compares zero-shot generation with PRISM's refined outputs. Both PRISM variants use GPT-Image 1.5 to generate images, with Claude Sonnet 4.6 or GPT-6 Astra extracting relational structure and guiding prompt revision.

Work led by @mirellazeisler, with @ossjs, @MirceaTudor4, and me at the Tapri Lab.

📄: https://t.co/g9DCUycpI8

#AnalogicalReasoning #Creativity

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[Yash @ysurrs]

@vibespersecond Ah, good luck!
i too am interested in CL.

An article i keep coming back to: https://t.co/PeA26ixr3D

[Yash @ysurrs]

@KordingLab Ah, thanks for the clarification. On a side note, i also share the passion of understanding the brain and mind

[Yash @ysurrs]

@KordingLab Cool project! How does this privacy look for this app, are the models being used also have training switched on for the content ex there is a toggle in chatgpt if you don't want to train models based on your chats?

[Yash @ysurrs]

@phillip_isola @MIT_CSAIL Thats really fascinating work, need to read the paper but it would be great to see the difference between what an agent and then multiagents do for a span of time and compare with humans

[Yash @ysurrs]

@doristsao @ShahabBakht what could the one thing which AI is missing and which has answers in how the brain works?

[Yash @ysurrs]

@StanfordAILab @tatsu_hashimoto @kothasuhas release when?

[Yash @ysurrs]

@zhengyaojiang @DhruvSrikanth @yuxiangwu_ @dexhunt3r @BingchenZhao @jeankaddour Is the autoresearch part also changing the architecture of the model, dumb question ig?

[Hubert Baidoo @HubertBaid80747]

You embody everything a man needs to succeed. You're that kind of person a father would want his son to look up to. For in life, it is not what you're given. It is what you make of what you're given. That is the true mark of GREATNESS.

OBRIGADO CR7!!!

[teKa @teKa088]

No soy bicholover pero debo admitir que esto.. es CINE

[Yash @ysurrs]

@AndrewCurran_ is it biologically inspired?

[Yash @ysurrs]

@CBSSportsGolazo @MikeGrella10 @MikeGrella10, shut the fuck up!

[Yash @ysurrs]

@GuillemBalague what a clown

just appreciate for what he has done

[Yash @ysurrs]

@yining_hong @RichardSSutton Interesting post, any relevant papers that come to mind which attempt doing this ?

[Yash @ysurrs]

@AndrewLampinen Nice read!!

[Yash @ysurrs]

@ariG23498 realising when?

[Yash @ysurrs]

I am implemented: Scene Completion Using Millions of Photographs paper from scratch, here is the implementation : https://t.co/kbTXoilsmX . Instead of using millions of images, a curated dataset was chosen to complete this project.