Rajat Singh

Senior Software Engineer | IIT BHU | AMH-GKP-BSB

[Dipanjan Dey @Dipanjan_Dey]

⚠️ Frontier AI models still fall significantly short of human designers on design creativity. ⚠️

Introducing Design Creativity Bench, a new benchmark evaluating AI models’ creativity on UI design tasks.

Despite rapid advances in their ability to generate functional websites and product UIs, leading AI models still struggle to make creative design decisions.

We evaluated 16 frontier models across 80 open-ended UI tasks, each adapted to two distinct product domains alongside human designer references.

Existing UI benchmarks often measure a single output quality metric. Instead, we measure three dimensions of design creativity:

- Originality: How distinct a model's designs are from other models' outputs for the same brief.
- Creative Range: How much a model adapts its design decisions when the product domain changes.
- Appropriateness: How well the generated UI satisfies the functional requirements of the brief.

The results reveal a substantial gap in overall creativity: The best model, @OpenAI GPT-6 Astra, scores 65.5 against a human reference of 92.3.

We're publishing the full leaderboard, methodology, and reproducible evaluation framework to make design creativity a measurable dimension of frontier model capability.

📊 Benchmark Leaderboard: https://t.co/eosgJuyU9P
📄 Paper: https://t.co/3TcZ42i9cL
🤗 HuggingFace Datasets: https://t.co/oys91iEEyl
🔗 Github: https://t.co/Kfbm9q9P7H

[Rajat Singh @iamsinghrajat]

@AmanAgg64742871 @Delta I have known other folks with similar experiences with @Delta Airlines.
#DeltaHelp #CustomerFail

[Darshan Mehta @darshanvmehta1]

Bulls be like

[Groww @_groww]

Sensex right now, "Chaand pe hai apun!"

[Tickertape @TickertapeIN]

@deepakbhangotra Bears looking at the market right now be like 👇

[Tickertape @TickertapeIN]

#Sensex after the fastest 10,000 points leap in just 167 sessions compared to an average of 931 sessions!

[Manchester United @ManUtd]

Welcome 𝗵𝗼𝗺𝗲, @Cristiano 🔴

#MUFC | #Ronaldo

[Work Chronicles @_workchronicles]

Adding more people to a project

[Programmer Humor @PR0GRAMMERHUM0R]

The toilet-cleaning of programming. https://t.co/ipwTQOhb17

[Programmer Humor @PR0GRAMMERHUM0R]

Bars hate this simple trick https://t.co/cxkB9TUtQq

[Programmer Humor @PR0GRAMMERHUM0R]

Sales people at the company telling customers how our powerful AI does stuff for them. Dev team: https://t.co/UInfq5NTbP

[Rajat Singh @iamsinghrajat]

@avishlay @prashant_goyal2 We need just science old or new. whichever is effective 😬

[Rajat Singh @iamsinghrajat]

@avishlay @prashant_goyal2 I would prefer any alternate reality where astrology and homeopathy are the biggest problems of our country.

[Programmer Humor @PR0GRAMMERHUM0R]

Just push directly to master https://t.co/ayL0OVMu4h

[Rajat Singh @iamsinghrajat]

@ForzaJuveEN Kuluseveski is the new Benzema

[True Indology @TIinExile]

Now that everyone is talking about censorship of Non Left Publications

I talk about the oldest and biggest Non Left publisher of India: Gita Press, Gorakhpur.

This thread about Gita Press, their founding members and their resistance against left-liberal & Cong Govt suppression.

[Rajat Singh @iamsinghrajat]

@aniket_puri17 @aniket_puri17 ye kis line me aa gye 😛

[Ravindrasinh jadeja @imjadeja]

A “SWORD” MAY LOOSE IT’S SHINE,BUT WOULD NEVER DISOBEY IT’S MASTER #rajputboy

[Rajat Singh @iamsinghrajat]

@prashant_goyal2 I do what I do nothing special