Nilpa jha

Research Engineer @Google Deepmind| Veo and video understanding|
Piano, watercolor, architecture, Museum ❤️

[Yabba @YabbaCric]

Contrary to popular opinion, Bazball is more effective in bowler friendly conditions! Counter attacking and maximizing runs while at the crease is uniquely valuable in these conditions, since you are never in as a batsman, there is going to be a ball with your name on it. #Ashes

[elvis @omarsar0]

Lookahead Routing for LLMs

Proposes Lookahead, a routing framework to enable more informed routing without full inference.

Achieves an average performance gain of 7.7% over the state-of-the-art.

Here is why it works:

Lookahead is a new framework for routing in multi-LLM systems, deciding which model should handle each query.

Key idea: Instead of routing based only on the input query, Lookahead predicts latent representations of potential responses, giving it a “peek” into what each model would say without fully generating text.

Smarter decisions: This response-aware prediction makes routing more context-sensitive and accurate, especially for open-ended or preference-driven tasks.

Efficient learning: It’s highly data-efficient, reaching full performance with only 16% of training data compared to baselines, and learns better semantic representations for routing.

Dual design: Works with both causal and masked LM variants, generalizing across multiple architectures.

Performance: Outperforms state-of-the-art routing methods across seven benchmarks, with the biggest gains in nuanced, creative tasks.

Lookahead shows that adding lightweight generative foresight can make multi-model systems more adaptive and cost-efficient without needing full model inference.

[amit @amitisinvesting]

the thing about some of these momentum stocks

is that they might not be able to save themselves with a good earnings

because they dont have any...

google could have a bad few months and then have a blowout quarter and change the narrative

what are some of these companies going to say? no backlog, no revenue, no EPS...some of them don't even take shareholder questions!

the worst part of this drawdown for them is that if they don't have anything substantial to say for earnings...and the market already trades at a historically high multiple...what happens when they can't put up any actual results?

[Tobias Weyand @0xtob]

@ahmetius @SachitMenon Here's our video about the paper: https://t.co/nwmVaYcLkj

[Tobias Weyand @0xtob]

Attending #ICCV2025? Come chat with us about our Minerva dataset that tests if models can truly reason about videos! 🕵️‍♀️

@ahmetius and @SachitMenon will be presenting the dataset at Poster Session 5 tomorrow (Thurs, Oct 23) morning. Find them at poster #391.

[Tobias Weyand @0xtob]

Thank you @JeffDean , very much appreciate the boost! This is really a team effort with my amazing colleagues @NagraniArsha, Mingda Zhang, @raminia, Rachel Hornung, @nitesh_ai, @under_fitting, Austin Meyers, @zhouxy2017, @BoqingGo, @CordeliaSchmid, @sirotenko_m, @ZhuZhu66595.

[Tobias Weyand @0xtob]

Excited that our work on Long video understanding is being featured by @GoogleAI !

[Google AI @GoogleAI]

Datasets for evaluation of long video understanding are rare. So with this in mind, today we describe Neptune, an open-source evaluation dataset that includes multiple-choice and open-ended questions for videos of variable lengths up to 15 minutes. More →https://t.co/xN8dfvlNij

[Gautam Kamath @thegautamkamath]

You might have heard that word2vec, test of time award winner at #NeurIPS2023, was rejected from #ICLR2013 back in the day. Interestingly, one reviewer felt so strongly that they recommended "Strong Reject" four times.

[Godman Chikna @Madan_Chikna]

Naveen Ul Haq's coach after #LSGvRCB match
#ViratKohli #GautamGambhir #CricketTwitter

[Nilpa jha @under_fitting]

Lol that smiley

[Jon Uleis @MovingToTheSun]

My new favorite thing - Bing's new ChatGPT bot argues with a user, gaslights them about the current year being 2022, says their phone might have a virus, and says "You have not been a good user"

Why? Because the person asked where Avatar 2 is showing nearby

[geo @geometrieva]

making AI art feels like some high-tech occult shit. chanting magic words into a prompt field and materializing never-before-seen people, forbidden places and impossible materials. I can't imagine anything more interesting.

[Nilpa jha @under_fitting]

"Talented" enough to write one too

[Elon Musk @elonmusk]

Ordered “How to Scam” book months ago but still not arrived. Starting to think it could be … but no I’m sure it’s coming soon.

[Roman Semenov 🌪️ @semenov_roman_]

The new jailbreak is so fun

[The Telegraph @ttindia]

US short seller Hindenburg Research has rejected Adani Group's charge that its report was an attack on India, saying a "fraud" cannot be obfuscated by nationalism.

#HindenburgReport #AdaniGroup @HindenburgRes

https://t.co/o9o14cqVX7

[Ashok Swain @ashoswai]

Adani could buy a mega-media company NDTV, but could not buy one-man-run Hindenburg Research. Indian media should ask why it is so cheap?

[S.R.Praveen @myopiclenses]

Adani CFO, an Australian citizen, uses the tricolour and even Jallianwala Bagh, as a shield against the allegations raised by Hindenburg Research.

[Mohammed Zubair @zoo_bear]

Not a single tweet from @NDTVProfit @ndtv, @ndtvvideos, @ndtvindia @ndtvfeed on Hindenburg Research.

[#🟦 🟧 Rieva Lesonsky 🌻🌻🐞⚾️ @Rieva]

Wow, @AmazonFresh is now charging a delivery fee for orders less than $150. And the store doesn't honor its promotional prices for delivery. So far Amazon has raised the price of Prime, eliminated its charity contributions & rarely delivers next-day. Why am I paying for Prime?

[Lucas Beyer (bl16) @giffmana]

MusicLM really is impressive: https://t.co/W16CyjIURN

This one instantly lowered my heart-rate as I started playing it :)

https://t.co/PPaGnb2Hea