Ali Eslami @arkitus
Director of Research Strategy #GeminiAI. Scientist at @GoogleDeepMind studying artificial intelligence. arkitus.com London, UK Joined December 2007-
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More exciting news today -- Gemini 1.5 Pro result is out! Gemini 1.5 Pro API-0409-preview now achieves #2 on the leaderboard, surpassing #3 GPT4-0125-preview to almost top-1! Gemini shows even stronger performance on longer prompts, in which it ranks joint #1 with the latest…
More exciting news today -- Gemini 1.5 Pro result is out! Gemini 1.5 Pro API-0409-preview now achieves #2 on the leaderboard, surpassing #3 GPT4-0125-preview to almost top-1! Gemini shows even stronger performance on longer prompts, in which it ranks joint #1 with the latest… https://t.co/IvrwwMRhkU
The current state-of-play in the key question of how good AI gets: So much depends on GPT-5. OpenAI had a year+ lead in creating a GPT-4 class model. Now there are four GPT-4 class models. If exponential growth is still possible, OpenAI should be the first to show us. Or not.
Excited to share Penzai, a JAX research toolkit from @GoogleDeepMind for building, editing, and visualizing neural networks! Penzai makes it easy to see model internals and lets you inject custom logic anywhere. Check it out on GitHub: github.com/google-deepmin…
🚙💬Meet Lingo-2, a groundbreaking AI model that navigates roads and narrates its journey. Watch this video taken from a LINGO-2 drive through Central London 🇬🇧 The same deep learning model generates real-time driving commentary and drives the car.
Introducing 𝐀𝐋𝐎𝐇𝐀 𝐔𝐧𝐥𝐞𝐚𝐬𝐡𝐞𝐝 🌋 - Pushing the boundaries of dexterity with low-cost robots and AI. @GoogleDeepMind Finally got to share some videos after a few months. Robots are fully autonomous filmed in one continuous shot. Enjoy!
Soccer players have to master a range of dynamic skills, from turning and kicking to chasing a ball. How could robots do the same? ⚽ We trained our AI agents to demonstrate a range of agile behaviors using reinforcement learning. Here’s how. 🧵 dpmd.ai/3vUlgjC
love the authors list on the CodeGemma paper: storage.googleapis.com/deepmind-media…
Announcing RecurrentGemma! github.com/google-deepmin… - A 2B model with open weights based on Griffin - Replaces transformer with mix of gated linear recurrences and local attention - Competitive with Gemma-2B on downstream evals - Higher throughput when sampling long sequences
We are rolling out Gemini 1.5 Pro API so that you can keep building amazing stuff on top of the model like we've seen in the past few weeks. Also, if you just want to play with Gemini 1.5, we removed the waitlist: aistudio.google.com Last, but not least, we pushed the model…
We are rolling out Gemini 1.5 Pro API so that you can keep building amazing stuff on top of the model like we've seen in the past few weeks. Also, if you just want to play with Gemini 1.5, we removed the waitlist: aistudio.google.com Last, but not least, we pushed the model… https://t.co/EQ8VtKFiom
GNoME is now up on @jrib_ /@KPatBerkeley's MatBench Discovery and it's a step change. It also looks like it's approaching the theoretical maximum for the discovery acceleration factor DAF 🎉
Have you ever done a dense grid search over neural network hyperparameters? Like a *really dense* grid search? It looks like this (!!). Blueish colors correspond to hyperparameters for which training converges, redish colors to hyperparameters for which training diverges.
Bard is now called Gemini; and Gemini Advanced with Ultra 1.0 has launched! It was the most preferred chatbot in blind evaluations with third-party raters. And it’s now available on mobile on Android and iOS. Have fun trying it out!
Bard is now called Gemini; and Gemini Advanced with Ultra 1.0 has launched! It was the most preferred chatbot in blind evaluations with third-party raters. And it’s now available on mobile on Android and iOS. Have fun trying it out!
AI levels the field of knowledge. Knowing how to do things won't set you apart any more. Embrace self-knowledge as your new competitive advantage. What do YOU want to do and why?
Excited to share our latest work on chest X-ray report generation in a clinician-AI collaborative setting! Our thorough human evaluation carried out in 🇮🇳 + 🇺🇸 showed >=1 radiologist preferred the AI report in > 80% of inpatient 🇮🇳 and >66% of ICU cases 🇺🇸.
1. Fine-tune a VLM on radiology reports 2. Get certified radiologists to evaluate VLM and human reports for chest X-rays in the US and India 3. VLM and human reports have different strengths and are complementary 4. Humans writing reports with VLM's help are evaluated to be best
1. Fine-tune a VLM on radiology reports 2. Get certified radiologists to evaluate VLM and human reports for chest X-rays in the US and India 3. VLM and human reports have different strengths and are complementary 4. Humans writing reports with VLM's help are evaluated to be best
someone needs to make a modern documentary about intelligence for the general public not on AI but intelligence itself we have many great docus on the wonder of the cosmos and not just on spaceships too much emphasis on the artifact and not enough on the phenomenon imo
predictions for 2024: - vision+language models go continuous and real-time (not just turn-based) - nerfs/splats/etc get strong priors (only 1 image of a complex test scene to get full 3D) - generative video models reach photo-realism - major election scandal powered by an LLM
Spend a tiny bit of compute to decide if each datapoint should be trained on or not. Because of all the datapoints you SKIP, training is dramatically more efficient overall.
Spend a tiny bit of compute to decide if each datapoint should be trained on or not. Because of all the datapoints you SKIP, training is dramatically more efficient overall.
10 years ago I didn't think I'd see this in my lifetime. Welcome to the future. youtube.com/watch?v=UIZAiX…
Soumith Chintala @soumithchintala
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2K Followers 783 Following Research scientist @Deepmind. Formerly @UWproteindesign @ginkgo @HMS_SysBio.More exciting news today -- Gemini 1.5 Pro result is out! Gemini 1.5 Pro API-0409-preview now achieves #2 on the leaderboard, surpassing #3 GPT4-0125-preview to almost top-1! Gemini shows even stronger performance on longer prompts, in which it ranks joint #1 with the latest…
Congrats @GoogleDeepMind on shipping Gemini 1.5 Pro to public review! Upon capacity & latency testing, we have now brought Gemini 1.5 Pro up to the Arena🤖 Big improvement from Pro 1.0 to 1.5 across the board, and exceptionally strong long context understanding. Come test and…
Introducing 𝐀𝐋𝐎𝐇𝐀 𝐔𝐧𝐥𝐞𝐚𝐬𝐡𝐞𝐝 🌋 - Pushing the boundaries of dexterity with low-cost robots and AI. @GoogleDeepMind Finally got to share some videos after a few months. Robots are fully autonomous filmed in one continuous shot. Enjoy!
@arkitus Thanks for shouting this out, Ali! We are so proud of the entire team and the hard work they do every day! ❤️🤗
Just throwing my 2 pence in the ring here. It’s clearly the same photo. They need to just do better, or just tell us what’s going on…. #photoshop #KateGate #katemiddleton
PhD finally done! Thank you @yeewhye for guiding me through such a wonderful journey, and huge thanks to @jmhernandez233 @OxfordTVG for an excellent viva discussion. 🎓🎉
Another one flew the nest! Though @ShehZaidi has been flying high for a while now :)
Have you ever done a dense grid search over neural network hyperparameters? Like a *really dense* grid search? It looks like this (!!). Blueish colors correspond to hyperparameters for which training converges, redish colors to hyperparameters for which training diverges.
Ok can I share with you something that has made me feel incredibly proud? I just got this letter from a man I taught through a prison education program 10 years ago about how a comment on one of his papers impacted him, and I’ve been sobbing over it all morning.
one of the biggest rate limiters to entrepreneurial progress in the uk is cafés closing their doors on weekends at like 3-5pm or not even opening on sunday in the states you can be working in a cafe like 24/7 on the weekend, builders in sf work need to start a proper café
I'm excited to say that I'm starting a 3-month sabbatical at @explosion_ai on Monday as part of @nesta_uk 's sabbatical programme! 💃🎉 I'll be documenting my experience throughout here: india-kerle.github.io
Excited to share our latest work on chest X-ray report generation in a clinician-AI collaborative setting! Our thorough human evaluation carried out in 🇮🇳 + 🇺🇸 showed >=1 radiologist preferred the AI report in > 80% of inpatient 🇮🇳 and >66% of ICU cases 🇺🇸.
Excited to share Flamingo-CXR 🦩, our new research on clinician-AI collaboration 👩⚕️🤝🤖 in chest X-ray report generation. Generally, AI has made progress in “point solutions” identifying diseases, but in practice clinicians use natural language to richly describe many findings…
🌹Hackernews #1 !!!!! 🚀 @Rosebud_AI news.ycombinator.com/item?id=388681…
@arkitus Nice perspective! But I'm unclear on the VLM aspect. If vision+lang refers to non-chat/instruct models, I'd say they're already continuous/real-time, including foundational ones! However, on the other hand, chat/instruct models are fundamentally turn-based.
It’s “random newsletter and low-fi holiday card I didn’t subscribe to” unsubscribing season ☃️
Today our work on ML-based weather forecasting using #GraphCast @GoogleDeepMind got featured on the cover of @ScienceMagazine. What an incredible Christmas gift! I still can't quite believe it.
Trained on four decades of historical data, #GraphCast from @GoogleDeepMind is an #AI model that predicts global weather with greater speed and accuracy compared with traditional approaches. Learn more in Science's last issue of 2023: scim.ag/5hf
🥳 Our work on machine learning for medium range weather predictions is this week’s cover of Science🎄This is a fun area to work in and lots more scope for us as a field to support a range of decision-making needs. 🌍
Trained on four decades of historical data, #GraphCast from @GoogleDeepMind is an #AI model that predicts global weather with greater speed and accuracy compared with traditional approaches. Learn more in Science's last issue of 2023: scim.ag/5hf