@sarahookr Avatar @sarahookr Sara Hooker

Sara Hooker posts on X about ai, we are, what is, in the the most. They currently have [------] followers and [---] posts still getting attention that total [-------] engagements in the last [--] hours.

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Social Influence

Social category influence technology brands travel destinations countries social networks stocks finance cryptocurrencies events luxury brands

Social topic influence ai, we are, what is, in the, this is, the most, twitter, london, food, has been

Top accounts mentioned or mentioned by @cohereforai @cohere @adaptionlabs @coherelabs @huggingface @mziizm @lmarenaai @mrdanieldsouza @tbpn @beyzaermis @aclmeeting @foraiml @docmilanfar @demishassabis @noamshazeer @egrefen @tedzadouri @wef @neuripsconf @aahmadian

Top assets mentioned Alphabet Inc Class A (GOOGL) Frontier (FRONT) Cloudflare, Inc. (NET) CVS Health Corp (CVS) Uber Technologies, Inc. (UBER)

Top Social Posts

Top posts by engagements in the last [--] hours

"My mom is so cute Came across this today taken at @PyLadiesGhana when my mom visited Accra and came to sit in on the introduction to machine learning class I taught. My mom has been a teacher her entire career. She was even briefly my primary school music teacher in Lesotho"
X Link 2019-05-05T03:07Z 43.1K followers, [---] engagements

"Can you come to my party on Friday I have to work Humans effortlessly translate this response to "no". LLMs evidence clear limitations + variation on implicature performance. Really nice collaboration led by @LauraRuis w @akbirkhan @BlancheMinerva @_rockt @egrefen✨ Before giving up on Twitter check out our recent finding 🔥 LLMs are not zero-shot communicators We show a limitation of #LLMs in interpreting language given the context of shared experience of the world a ubiquitous part of communication 🧵 https://t.co/VcsG3wGtWG 1/22 Before giving up on Twitter check out our recent finding 🔥"
X Link 2022-10-28T16:44Z 43.2K followers, [--] engagements

"Why is this even presented as a reasonable debate Completely absurd. I honestly give up on our ML community sometimes. The lack of awareness of the safety issues these models present is appalling. Frankly it is not clear to me only filtering for NSFW is sufficient. People are acting like removing NSFW content from Stable Diffusion [--] is terrible because it makes generating artistic nudes impossible while also saying "well you could still finetune it for awful usecases." Those can't both be true. People are acting like removing NSFW content from Stable Diffusion [--] is terrible because it makes"
X Link 2022-11-26T03:36Z 49.3K followers, [--] engagements

"The ambition should always be to play an elegant game. Pele"
X Link 2022-12-30T14:37Z 49.3K followers, 10.3K engagements

"You submit a paper for review. You receive low review scores that make you believe acceptance to the conference is very unlikely. During submission rebuttal period do you: Still write rebuttal Dont bother w rebuttal Just want to see answers Still write rebuttal Dont bother w rebuttal Just want to see answers"
X Link 2023-01-06T23:26Z 49.5K followers, 23.4K engagements

"7 days until the scholars program application closes Working with this years scholars has been hugely rewarding -- I'm looking forward to us welcoming another hugely talented group to our lab. Join us for [--] months and work on large scale NLP research. 🎉"
X Link 2023-09-05T01:54Z 34.4K followers, 13.4K engagements

"Today was a [--] hour excursion to Santa Cruz Island. We got up at [--] am but so beautiful. Dolphins foxes and hiking"
X Link 2023-09-10T03:48Z 34.3K followers, 11.7K engagements

"The results are compelling -- Our method outperforms standard PEFT methods like IA3 or LoRA. Across unseen evaluation tasks our parameter-efficient MoEs are competitive w full fine-tuning performance despite only updating less than 1% of the 3B and 11B model parameters.🚀"
X Link 2023-09-12T15:44Z 34.1K followers, [---] engagements

"We also test methodology at a range of model scales and explore what optimization choices need to change to support MoE in exteremely parameter efficient settings. Take a look at @tedzadouri thread for all the details"
X Link 2023-09-12T15:44Z 34.1K followers, [---] engagements

"Metadata Archaeology: Unearthing Data Subsets by Leveraging Training Dynamics w @ShoaibASiddiqui moves away from requiring apriori knowledge of harm -- enabling auditing of datasets at scale by leveraging training dynamics to unearth subsets of interest. https://arxiv.org/abs/2209.10015 https://arxiv.org/abs/2209.10015"
X Link 2023-09-17T18:13Z 43.1K followers, [----] engagements

"This was accepted to NeurIPS [----] 🎉🔥 Huge congrats to all the authors involved @fraser_mince @dzungdinhh w @jonas_kg @ProfNeilT. Very proud of this work which speaks to the high level of friction for exploring research ideas across different tooling stacks"
X Link 2023-09-22T22:35Z 35K followers, 16.4K engagements

"I was flying back from @wef in Dubai and by far the most beautiful experience. Our flight had the option to watch the ground beneath us from a camera fitted to the bottom of the plane. It was a day flight and because no there are no clouds in the desert you have this magic"
X Link 2023-10-20T02:05Z 49.3K followers, [----] engagements

"Fantastic piece by @nitashatiku putting the spotlight on the release of the Data Provenance Initiative. We joined forces to audit and trace the data provenance of nearly [----] of the most widely used fine-tuning datasets"
X Link 2023-10-25T17:49Z 34K followers, [----] engagements

"I will be attending the UK summit next week. Bringing [---] people together takes considerable time and effort looking forward to meaningful conversations next week about AI risk and safety"
X Link 2023-10-26T13:46Z 34.3K followers, 11.1K engagements

"Many people have asked me about the AI Safety Summit in Bletchley Park. I think a summit is typically most valuable as a catalyst for the work that comes afterwards. So would be odd if we solved anything. But some observations. I do think the summit got a few things right:✨"
X Link 2023-11-02T16:37Z 34.4K followers, 68.4K engagements

"@savvyRL @mrcslws @Tkaraletsos @natolambert @suchenzang Lol I mean you did start MLC in between uber and brain which was absolutely intentional and just as cool :)"
X Link 2023-11-08T04:03Z 34.4K followers, [----] engagements

"Thanksgiving dinner in Mexico City"
X Link 2023-11-24T04:47Z 34.9K followers, [----] engagements

"Really proud that we also did it while changing how research is done. All our maintrack + workshop accepted papers involve first time authors"
X Link 2023-11-30T00:16Z 35K followers, [----] engagements

"So -- come meet the team in Singapore at @emnlpmeeting and New Orleans for @NeurIPSConf. If you are at NeurIPS -- I'll be there and happy to catch up. Celebrate with us -- as we cheers to more contributions to come in fundamental ML research"
X Link 2023-11-30T00:23Z 35K followers, [----] engagements

"this is actually wild @nytimes. no women barely any of the researchers who actually shaped the breakthroughs -- where are the transformer authors just the ceos of a bunch of companies"
X Link 2023-12-04T23:08Z 35.4K followers, [----] engagements

"AYA core team reunion at neurips 🔥🎉"
X Link 2023-12-14T14:06Z 35.7K followers, [----] engagements

"It is a gift of space and time to be able to pursue ideas at the frontier"
X Link 2023-12-19T00:48Z [--] followers, [----] engagements

"Important research direction [----] efficient adaptation of English pretrained models to serve other languages. How to efficiently adapt embeddings without requiring continued pretraining If anyone is currently working on this share your work. Would be fun to collaborate"
X Link 2024-01-03T15:30Z 35K followers, 33K engagements

"Huge congrats to @tedzadouri @ahmetustun89 @aahmadian_ @beyzaermis @acyr_l 🔥 Our work has been accepted as a maintrack paper to ICLR [----]. Really proud of this work - Pushing MoEs to the limit w/ ultra-lightweight experts while facing extreme parameter constraints. Can we use Mixture of Experts (MoE) for instruction tuning in extreme parameter constraint Our recent work pushes MoEs to the limit with ultra-lightweight experts enabling parameter-efficient MoEs with high performance 📜Paper Link: https://t.co/cd2A5XVLYO https://t.co/1Qhbvjmz0Y Can we use Mixture of Experts (MoE) for instruction"
X Link 2024-01-16T15:41Z 34.4K followers, 34.1K engagements

"@tomhosking @cohere @max_nlp Congrats both"
X Link 2024-01-22T15:54Z 34.3K followers, [---] engagements

"@Stefania_druga @Google Congrats @Stefania_druga"
X Link 2024-01-24T00:31Z 36.5K followers, [--] engagements

"Very proud of this as part of our commitment to the research community -- Were releasing C4AI Command-R weights as part of our commitment to bridging the growing gap in access to frontier technology for fundamental research and safety auditing. 🌏🌍🌎 We are excited to launch C4AI Command-R a [--] billion parameter model weights release designed to make generative AI breakthroughs accessible to the research community. 🎉 https://t.co/2roAFUmHYJ https://t.co/KiY9hHtQP5 We are excited to launch C4AI Command-R a [--] billion parameter model weights release designed to make generative AI"
X Link 2024-03-11T20:05Z 37.7K followers, 19.7K engagements

"The wire is such an excellent series. Just discovering it never won any official accolades while it was running not a single Emmy. Wild"
X Link 2024-03-30T05:14Z 49.3K followers, 13.5K engagements

"What are some examples in real world risk where hard coded thresholds are used to triage risk The more precise the example the more helpful. (outside of AI)"
X Link 2024-04-12T07:16Z 38.6K followers, 19.3K engagements

"@3scorciav @c_valenzuelab @artefactofilms I would absolutely vote for London or Paris :) Lisbon also ranks highly for me as great research hub"
X Link 2024-04-19T02:36Z 38.7K followers, [--] engagements

"Lol I want to know who is owning the twitter account this year for ICLR. Definitely a new mood. Who is ready to rock some AI 🧑🎤🤘 #ICLR2024 Who is ready to rock some AI 🧑🎤🤘 #ICLR2024"
X Link 2024-05-03T21:52Z 39K followers, 23.5K engagements

"Does anyone know why [----] FLOPs was chosen as the compute threshold for the White House Executive Order Was this an estimate from a scaling law paper -- or based on some other estimate of risk If so what metric of risk"
X Link 2024-05-09T01:17Z 39.2K followers, 58.6K engagements

"simultaneously -- emergent properties = scaling laws don't hold. when we plot downstream metrics other than test loss we get these surprising misbehaved relationships that can't be extrapolated"
X Link 2024-05-11T19:11Z 39.2K followers, [----] engagements

"Hi Toronto 💙🍁 Excited to see the @cohere @CohereForAI team in person this week"
X Link 2024-05-12T23:47Z 39.2K followers, 11.3K engagements

"This implies the emphasis is not on auditing the risks in the wild today but rather based upon the belief that future levels of compute will introduce unforeseen new risks. In this essay I ask: are compute thresholds likely to succeed"
X Link 2024-07-10T05:23Z 41.8K followers, [----] engagements

"Takeaway 1: the relationship between compute and risk is changing. Training compute fails to account for inference-time compute enhancements which can dramatically change risk profile of a model. Smaller models are increasingly performant and risky"
X Link 2024-07-10T05:23Z 41.8K followers, [----] engagements

"excited for our london event tonight bringing together researchers practitioners governance to discuss AI accessibility + multilingual progress. we will also have cheeky streaming at [--] pm of the game"
X Link 2024-07-10T08:09Z 40.7K followers, [----] engagements

"What is the name of this desert It is one of my favorite desserts from childhood and was so surprised to find it at the cafeteria for lunch. I cant remember what it is called"
X Link 2024-07-15T15:03Z 40.8K followers, 18.4K engagements

"Very proud to share this work. 🔥 The way we use the internet has changed 🌐 yet tools for expressing consent have not kept up. 📉 🚨We observe far more domains restricting use. In last year alone 30% of tokens in top-2k domains were restricted. https://shorturl.at/n0iGq https://shorturl.at/n0iGq https://shorturl.at/n0iGq https://shorturl.at/n0iGq"
X Link 2024-07-20T10:50Z 41K followers, [----] engagements

"Bill SB [----] feels like a timely moment to remind why compute based thresholds are likely to fail to mitigate risk we are bad at predicting what level of compute matters for risk. Training compute also fails to capture inference time compute gains. https://arxiv.org/abs/2407.05694 https://arxiv.org/abs/2407.05694"
X Link 2024-08-08T03:20Z 41.3K followers, [----] engagements

"Thank you to everyone who chose to embark on this crazy journey -- when we had our first meeting in January [----] I wasn't sure who would show up. I also wasn't sure what was possible -- the problem space we embarked on was language modeling at an extreme. [---] languages"
X Link 2024-08-14T15:10Z 43.1K followers, [----] engagements

"Aya required revisiting every building block of ML progress over the last [--] years which has overfit to serving a handful of first-class citizen languages. We had to build our datasets -- an enormous endeavor involving [----] collaborators around the world"
X Link 2024-08-14T15:11Z 43.1K followers, [----] engagements

"So a huge congrats to all the authors -- and a sincere thank you to @aclmeeting for recognizing our work. 💙 If you want to learn more Aya: https://cohere.com/research/aya https://cohere.com/research/aya"
X Link 2024-08-14T15:22Z 43.1K followers, [----] engagements

"Only [--] more weeks to apply for the [----] Scholars program. 🔥✨ We are hosting an info session later today -- and I'll be joined by some of our current scholars Aakanksha John Dang and Ayomide Odumakinde to answer all your questions. On Friday join @sarahookr and some of our current cohort of Scholars to learn more about C4AI the Scholars Program and how to apply. We are also reserving much of the session for questions. Looking forward to connecting. 📅Add it to your calendar: https://t.co/mcvfusdCpp On Friday join @sarahookr and some of our current cohort of Scholars to learn more about C4AI"
X Link 2024-08-16T12:44Z 43.1K followers, 12.5K engagements

"@lateinteraction @databricks @DbrxMosaicAI Congrats Omar"
X Link 2024-08-19T20:44Z 43.1K followers, [---] engagements

"@Sakeeb91 @CohereForAI Hey Shafkat our recruiters do send out updates to candidates using mail merge (it would be enormous endeavor to send out tailored email). However we arrive at the decisions by having technical staff review. Hope that context is helpful"
X Link 2024-08-29T19:48Z 43.1K followers, [---] engagements

"Finally A meaningful penalty to tie bad reviewer behavior to outcomes for the reviewer. Very interested to see how this goes as an experiment. #CVPR2025 changes: "If a reviewer is flagged by an Area Chair as highly irresponsible their paper submissions will be desk rejected per the discretion of the PCs" 👏👏👏 https://t.co/rGqqOsIBxd #CVPR2025 changes: "If a reviewer is flagged by an Area Chair as highly irresponsible their paper submissions will be desk rejected per the discretion of the PCs" 👏👏👏 https://t.co/rGqqOsIBxd"
X Link 2024-09-14T21:03Z 43.1K followers, [----] engagements

"The @TIME [---] celebration is tonight 🎉 The most intriguing question how will a bunch of AI researchers scrub up for a cocktail dress event"
X Link 2024-09-16T15:36Z 49.3K followers, 19.7K engagements

"My purse goes brrrrrr thanks to @tessybarton 🔥🔥🔥"
X Link 2024-09-16T21:00Z 43K followers, 15.4K engagements

"An honor to attend dinner at @Elysee to represent our work on multilingual AI that serves the world. Very special evening with comedians and performances from Congo Belgium Quebec Algeria to represent Francophone culture across the world"
X Link 2024-10-06T09:48Z 42.9K followers, [----] engagements

"Working from our @cohere co-working office in Paris this week. 💙"
X Link 2024-10-08T07:51Z 43K followers, 10.3K engagements

"Visited our friends @huggingface today in Paris. 💙 Met le robot caught up with @Thom_Wolf + @LysandreJik and verified that the rumors are true and indeed no-one was in a meeting while I was there. Excited for some of our upcoming releases together. 🔥"
X Link 2024-10-08T19:53Z 42.9K followers, 12.7K engagements

"I have been asked a lot this week during this week in Paris what is @CohereForAI. I'm very proud that at both @CohereForAI @cohere we do cutting-edge research at the frontier of AI but also change how breakthroughs happen. And we collaborate very widely so join us. :) We are committed to making meaningful progress in machine learning research through open collaboration. Follow this 🧵to stay on top of our research contributions. We are committed to making meaningful progress in machine learning research through open collaboration. Follow this 🧵to stay on top of our research contributions"
X Link 2024-10-12T12:44Z 43K followers, [----] engagements

"Today I took a walk and saw some excellent sculptures"
X Link 2024-10-13T16:48Z 42.9K followers, [----] engagements

"@rao_hacker_one I walked by the Cartier foundation today was struck by the beautiful garden. I would have gone in but there was a popular exhibit so the line was really long"
X Link 2024-10-13T16:55Z 42.9K followers, [--] engagements

"in the spirit of the gpu purse. 💙 https://t.co/3TAgowXEyg https://t.co/3TAgowXEyg"
X Link 2024-10-13T18:13Z 43K followers, [----] engagements

"I have this on my travel bag reminds me of some really special times at Google Brain. Its kind of crazy this logo will never be made again"
X Link 2024-10-14T11:01Z 42.9K followers, [----] engagements

"Most comprehensive evaluation of merging to-date we share key insights form a variety of recipes. Large gains observed across the board for both safety and general performance. 🔥🔥 🚨 Our paper on model merging just dropped 🚨 Excited to share our work comparing merging 👷 vs data mixing 🧑🍳 as a recipe for building high-performant aligned LLMs Absolute pleasure cooking this up with the dream team @aahmadian_ @beyzaermis @seraphinagt @mziizm @sarahookr ✨ https://t.co/AW7z3wFfYE 🚨 Our paper on model merging just dropped 🚨 Excited to share our work comparing merging 👷 vs data mixing 🧑🍳"
X Link 2024-10-15T11:21Z 43K followers, [----] engagements

"We have been working hard on multilingual safety AI that serves everyone across the world. This is an incredibly difficult setting very proud of the work we have done and the resources we have invested here. Sharing some of our work below. 🧵"
X Link 2024-10-16T06:23Z 43K followers, 17.6K engagements

"This was my flight path today. Person sitting next to me asked the flight attendant if everything was ok. The captain said it was because of magnetic interference with gps when too close to the poles. So interesting has anyone heard of this"
X Link 2024-10-18T22:43Z 49.7K followers, [----] engagements

"Connecting our world. 💙 Looking forward to sharing more details soon. 🌏🌎🌍"
X Link 2024-10-23T16:09Z 49.7K followers, [----] engagements

"Aya Expanse builds directly on a multi-year commitment tomultilingual research. We combine a recipe from research we have released on data arbitrage massively multilingual preference training and model merging to set a new standard for multilingual performance"
X Link 2024-10-24T15:33Z 49.7K followers, [---] engagements

"Instead of following traditional "single teacher" paradigm we show massive gains for multilingual from what we term arbitrage sampling. Selectively sampling parts of the distribution from different teachers avoids mode collapse. https://x.com/CohereForAI/status/1828825035143840101 https://x.com/CohereForAI/status/1828825035143840101 Can you surpass individual model performance by sampling data strategically from a pool of models ➡ Our new research presents "multilingual arbitrage" a method that harnesses diverse model strengths to enhance multilingual capabilities. 🌍 ✨ 📜"
X Link 2024-10-24T15:33Z 49.7K followers, [---] engagements

"Data arbitrage is also fundamentally a shift in how we view optimization. It opens the doors to dynamic data creation. This most benefits parts of the distribution that are often low frequency in traditionally curated datasets -- like multilingual. https://x.com/sarahookr/status/1842097949423063189 One of the biggest open questions is what is the limit of synthetic data. Does training of synthetic data lead to mode collapse Or is there a path forward that could outperform current models https://t.co/Er0JCa6kYD https://x.com/sarahookr/status/1842097949423063189 One of the biggest open"
X Link 2024-10-24T15:33Z 49.7K followers, [---] engagements

"We pair data arbitrage with critical work on preference training where we expanded techniques to massively multilingual settings. Performance on resource rich languages is often cannibalized as new languages are added however here even English outperforms"
X Link 2024-10-24T15:43Z 49.7K followers, [---] engagements

"The final ingredient in our recipe is merging. We combine insights from our recent work with several gains: - merge after both IFT and preference training - train family clusters for merging https://x.com/sarahookr/status/1846149396800356818 Most comprehensive evaluation of merging to-date we share key insights form a variety of recipes. Large gains observed across the board for both safety and general performance. 🔥🔥 https://x.com/sarahookr/status/1846149396800356818 Most comprehensive evaluation of merging to-date we share key insights form a variety of recipes. Large gains observed"
X Link 2024-10-24T15:43Z 49.7K followers, [---] engagements

"I'll be at the international safety institute gatherings this week. ✨ Good time to share we are hiring for a technical governance research role. Work is at the intersection of computer science and policy to further AI safety. https://jobs.lever.co/cohere/653e48f5-9994-413a-a377-857af9e390ff https://jobs.lever.co/cohere/653e48f5-9994-413a-a377-857af9e390ff"
X Link 2024-11-18T15:46Z 43.2K followers, [----] engagements

"Who will be at @NeurIPSConf [----] Looking forward to being in Vancouver in a week and catching up with everyone"
X Link 2024-12-02T02:44Z 43.4K followers, 20.5K engagements

"🔥 INCLUDE is an ambitious and critical release. Very proud of cross-instutional collaboration. Most extensive collection to-date of in-language examinations from across the world. 🌎🌍🌏 Critical work to ensure AI progress is not overfitting to knowledge of US exam subjects. 🚀 Introducing INCLUDE 🌍: A multilingual LLM evaluation benchmark spanning [--] languages Contains newly-collected data prioritizing regional knowledge. Setting the stage for truly global AI evaluation. Ready to see how your model measures up #AI #Multilingual #LLM #NLProc https://t.co/xCmSL1ezcX 🚀 Introducing"
X Link 2024-12-02T18:58Z 43.3K followers, [----] engagements

"Extensive details in our paper here: Huge shoutout to @agromanou for leading this project This was a very enjoyable collaboration between ETH Zurich Swiss AI Initiative and the @CohereForAI team. 🔥 https://arxiv.org/abs/2411.19799 https://arxiv.org/abs/2411.19799"
X Link 2024-12-02T19:27Z 43.3K followers, [----] engagements

"Our full INCLUDE release is here. Let's change the standard for multilingual evaluations. https://huggingface.co/datasets/CohereForAI/include-base-44 https://huggingface.co/datasets/CohereForAI/include-base-44"
X Link 2024-12-02T19:27Z 43.3K followers, [---] engagements

"AI amplifying biorisk has been a major focus in AI policy & governance work. Is the spotlight merited Our recent cross-institutional work asks: Does the available evidence match the current level of attention"
X Link 2024-12-04T15:52Z 43.5K followers, 19.9K engagements

"How a waymo 👀 a sibling"
X Link 2024-12-05T05:35Z 43.4K followers, [----] engagements

"Very cool to see @CohereForAI Aya Expanse 35b #2 on the new Arabic leaderboard AraGen. The number [--] model is double the size in parameters at 72B. This benchmark is explicitly private to address data contamination in public multilingual evals. https://huggingface.co/spaces/inceptionai/AraGen-Leaderboard https://huggingface.co/spaces/inceptionai/AraGen-Leaderboard"
X Link 2024-12-06T02:48Z 43.3K followers, [----] engagements

"More technical details here congrats to everyone involved on this launch. I am a big fan of hidden tests sets. https://huggingface.co/blog/leaderboard-3c3h-aragen https://huggingface.co/blog/leaderboard-3c3h-aragen"
X Link 2024-12-06T02:56Z 43.3K followers, [----] engagements

"The inner cult of neurips those of us who preserve the spirit of workboat"
X Link 2024-12-10T17:10Z 43.4K followers, [----] engagements

"We have released Global-MMLU-lite 🔥 This is designed to run more efficiently while giving a good estimate of overall performance -- which balances both culturally sensitive and culturally agnostic examples. 🎉 https://huggingface.co/datasets/CohereForAI/Global-MMLU-Lite Is MMLU Western-centric In our cross-institutional work 🥢We conduct a large-scale cultural bias study on MMLU 🔍Examine how cultural sensitivity impacts multilingual evaluations 🌍Release Global-MMLU: a benchmark with MMLU translations in [--] languages 📜https://t.co/benLhMbBRm https://t.co/o2gFkugAuy"
X Link 2024-12-16T21:03Z 43.6K followers, 13K engagements

"Very proud of this improvement in multilingual evals but also proud we have built an evaluation set that enables continual improvements. If you identify issues in global mmlu lite you can continue to propose edits for your language. partnership w @argilla_io @huggingface 🔥 We have also set up an annotation interface for researchers worldwide to propose corrections to any of the samples and collaborate towards making this evaluation suite work for the world. 🗺 Share improvements here hosted with @argilla_io & @huggingface https://t.co/ppHnt6qgOt We have also set up an annotation interface"
X Link 2024-12-17T13:48Z 44.2K followers, 10.4K engagements

"How did no one tell me how good the [--] body problem is. Such a good season [--]. 🔥"
X Link 2024-12-18T01:33Z 44.2K followers, 12.9K engagements

"@hhm Oh so cool will definately stream the tencent version. Is it further along in the book than than the Netflix version"
X Link 2024-12-18T01:47Z 43.7K followers, [---] engagements

"Things I learnt today: Birds were frequently the subject for early automatrons because bird movement appears robotic to humans. The poor early mechanics were less jarring to our perception when applied to birds"
X Link 2024-12-21T09:38Z 44.2K followers, [----] engagements

"London dumplings are on point. Excellent culinary kick-off to the break"
X Link 2024-12-21T11:11Z 43.7K followers, [----] engagements

"My favorite thing about being back in Europe"
X Link 2024-12-23T10:14Z 43.9K followers, [----] engagements

"Holidays by the sea require alternate transportation"
X Link 2024-12-24T17:23Z 44.2K followers, [----] engagements

"what is the best open source code framework for decentralized compute btw no requirement for private -- I'm just interested in easy to use decentralized coordination. also is there an approachable UI for a community to opt into sharing their compute"
X Link 2024-12-30T15:26Z 44.1K followers, 10.8K engagements

"Just back to LA and it is devastated. Multiple friends have lost homes. Thanks to everyone who reached out its been brutal seeing this unfold this quickly. Our home isnt impacted and we are safe. But many friends have had to evacuate. Thank you for the many messages. 💙"
X Link 2025-01-09T21:16Z 44K followers, [----] engagements

"@mohitban47 @WhiteHouse @POTUS Huge congrats Mohit Well deserved"
X Link 2025-01-15T19:52Z 44K followers, [---] engagements

"Behind the scenes at @CohereForAI preparing for exciting releases 🔥✨"
X Link 2025-02-05T07:57Z 44.3K followers, [----] engagements

""We do not describe the world we see we see the world we can describe." Ren Descartes Very proud to release Aya Vision 🌿 today which expands the worlds AI can see. We pushed very hard to build something efficient accessible and global. This is an important step forward. Introducing ✨ Aya Vision ✨ - an open-weights model to connect our world through language and vision Aya Vision adds breakthrough multimodal capabilities to our state-of-the-art multilingual 8B and 32B models. 🌿 https://t.co/E0kZIHoj3u Introducing ✨ Aya Vision ✨ - an open-weights model to connect our world through language"
X Link 2025-03-04T15:58Z 45.2K followers, [----] engagements

"Always great to partner with our friends at @huggingface. :) 🤗 Shout-out to Yoni Gozlan @art_zucker @pcuenq @ariG23498 @mervenoyann @reach_vb who helped with the release of Aya Vision✨ Very special to work with our @huggingface friends to bring our 8B and [--] open-weights to the world plus AyaVisionBench a new multilingual vision evaluation set. Its all in the Aya Vision Collection🔥 https://t.co/PwtF3jTdaG Very special to work with our @huggingface friends to bring our 8B and [--] open-weights to the world plus AyaVisionBench a new multilingual vision evaluation set. Its all in the Aya Vision"
X Link 2025-03-05T17:49Z 45.3K followers, [----] engagements

"Nice to see our more efficient model on @huggingface trending models. Defying bigger is better -- Aya Vision 8b outperforms Llama-3.2 90B a model 11x its size ✨ Blindly scaling is so 2020"
X Link 2025-03-07T20:35Z 45.5K followers, 33K engagements

"Have been in Patagonia so internet has been spotty but very grateful for this profile by @sharongoldman. Our journey shapes us I grew up in many different places. I think it made me more willing to dream. Very proud of our work making sure the world is served by AI. NEW: It was a pleasure speaking to @sarahookr at @CohereForAI for this new profile for @FortuneMagazine https://t.co/eOal7BCQHw NEW: It was a pleasure speaking to @sarahookr at @CohereForAI for this new profile for @FortuneMagazine https://t.co/eOal7BCQHw"
X Link 2025-03-18T21:26Z 45.5K followers, [----] engagements

"Amazing opportunity to work with @pcastr 🔥✨ Looking to hire a student researcher to work on cool project for [--] months in DeepMind Montreal. Reqs: - Full-time masters/PhD student 🧑🏾🎓 - Substantial expertise in multi-agent RL ideally including publication(s) 🤖🤖 - Strong Python coding skills 🐍 This you Get in touch Looking to hire a student researcher to work on cool project for [--] months in DeepMind Montreal. Reqs: - Full-time masters/PhD student 🧑🏾🎓 - Substantial expertise in multi-agent RL ideally including publication(s) 🤖🤖 - Strong Python coding skills 🐍 This you Get in touch"
X Link 2025-03-20T16:21Z 45.5K followers, [----] engagements

"What slack channel are we not all in that [----] can proliferate overnight from all directions as consensus about AGI timeline"
X Link 2025-04-04T07:11Z 45.7K followers, [----] engagements

"Very proud of what we have achieved over last [--] years and the breakthroughs ahead. 🔥 Our new name helps better communicate our work and our impact at the frontier of AI progress. Everything else stays the same including our commitment to explore the unknown together. We're starting a new chapter as Cohere Labs 🎉 After [--] years of innovation our new name reflects our continued dedication to research collaboration and open science. Our mission remains: transforming spaces where breakthroughs happen. Heres to the next chapter. https://t.co/Tyzsy4oZzM We're starting a new chapter as Cohere Labs"
X Link 2025-04-11T19:13Z 49.3K followers, 12.4K engagements

"I truly enjoy reading the AI index report and end up referencing a lot of the charts in my talks throughout the year. Congrats to Stanford for the release of the [----] edition. https://hai.stanford.edu/ai-index/2025-ai-index-report https://hai.stanford.edu/ai-index/2025-ai-index-report"
X Link 2025-04-13T17:13Z 45.8K followers, [----] engagements

"The waymo ride experience is just technically super impressive. All the effort to keep making small gains in performance that accumulate over time. Im now a frequent user of waymos. It is startling how boring it becomes very quickly and how it becomes thinking time"
X Link 2025-04-30T01:52Z 46.5K followers, [----] engagements

"We spent [--] months analyzing 2.8M battles on the Arena covering [---] models across [--] providers. We show that preferential policies engaged in by a handful of providers lead to overfitting to Arena-specific metrics rather than genuine AI progress"
X Link 2025-04-30T11:52Z 46.5K followers, [----] engagements

"@lmarena_ai unspoken policy of hidden testing that benefits a small subset of providers. Providers can choose what score to disclose and retract all others. At an extreme we see testing of up to [--] models in lead up to releases"
X Link 2025-04-30T11:53Z 46.5K followers, [----] engagements

"@awsaf49 I grew up in Lesotho Moambique Eswatini. My parents met in Sudan teaching over [--] decades ago and my mom is Irish and my dad English. So I am proud to also have an Irish passport"
X Link 2025-05-09T03:15Z 46.5K followers, [---] engagements

"Does bytedance just publish all of its papers on a single day of the year I feel like there has been [--] bytedance papers over last few days"
X Link 2025-05-13T21:18Z 46.7K followers, 10K engagements

"Bytedance is on popping off this year as a frontier lab. Multiple good ideas all released at same time. Cool to see"
X Link 2025-05-22T14:27Z 47K followers, [----] engagements

"Huge congrats to @dianaabagyan on her first first author paper. Was a pleasure collaborating on this work we ask what cheap interventions in pre-training can allow for more language plasticity downstream. 🚨New pretraining paper on multilingual tokenizers 🚨 Super excited to share my work with @Cohere_Labs: One Tokenizer To Rule Them All: Emergent Language Plasticity via Multilingual Tokenizers https://t.co/hwmEnBp99h 🚨New pretraining paper on multilingual tokenizers 🚨 Super excited to share my work with @Cohere_Labs: One Tokenizer To Rule Them All: Emergent Language Plasticity via"
X Link 2025-06-17T02:57Z 47.4K followers, [----] engagements

"Real world generative ai mashup prompt. Netsuke depicting an octopus fighting a monkey carved from ivory Japan Edo or Meiji period 19th century. Collection: The Metropolitan Museum of Art. https://t.co/s0naHF4E2t Netsuke depicting an octopus fighting a monkey carved from ivory Japan Edo or Meiji period 19th century. Collection: The Metropolitan Museum of Art. https://t.co/s0naHF4E2t"
X Link 2025-06-19T21:02Z 47.3K followers, [----] engagements

"Smartphones got extremely cheap and better far more quickly than computers. Also require less charging and charging equipment is far cheaper/can often be solar powered. As far as I know there has never been a real postmortem on the whole "$99 computers will pull the Third World out of poverty" bit that pretty much everyone in tech treated as serious for at least a decade. It moved from WIRED covers TED talks and UN proclamations to silence. As far as I know there has never been a real postmortem on the whole "$99 computers will pull the Third World out of poverty" bit that pretty much"
X Link 2025-06-30T22:03Z 47.6K followers, [----] engagements

"I have been reflecting on what it means to now be a dual citizen American. Having grown up in Mozambique Lesotho Eswatini coming to the US on a full scholarship I have always felt in-between nationalities. My parents are European but it has always felt more complicated"
X Link 2025-07-02T02:23Z 47.7K followers, [---] engagements

"I think why deepseek caught on was because they were the first model to expose reasoning steps it felt highly interpretable and novel. However in general I think that novelty fades and most end users dont want to see reasoning traces for every single prompt they do"
X Link 2025-07-07T04:37Z 47.7K followers, [----] engagements

"Reasoning is overkill for so many problems. This is already acknowledged by many but pretty surprising how early our efforts in adaptive compute are the onus is often on the user to turn off reasoning depending on the prompt. This should all be inferred automatically"
X Link 2025-07-07T04:37Z 47.7K followers, [----] engagements

"Prompt engineering places all the work on the end user to try and squeeze out performance. It's a hack to deal with the limitations in adaptability of our model. However the future should be that this happens behind the scenes and is inferred automatically. Prompts shouldn't have to be engineered. Our latest research marks another step towards fluid natural language communication with LLMs. https://t.co/7cFaL2X3j9 Prompts shouldn't have to be engineered. Our latest research marks another step towards fluid natural language communication with LLMs. https://t.co/7cFaL2X3j9"
X Link 2025-07-09T14:38Z 47.8K followers, [----] engagements

"Kind of wild. Aya has had [---] million model weight downloads on @huggingface alone since June of last year. 🌿🌍 The most popular model is our 8b Aya Expanse part of our push for efficiency to make the weights more accessible"
X Link 2025-07-19T01:27Z 47.9K followers, [----] engagements

"Sometimes it is important to take a moment and celebrate -- we achieved all of this in [--] years. Pretty incredible impact from @Cohere_Labs 🔥"
X Link 2025-07-19T19:54Z 48K followers, 15.7K engagements

"We have an incredible roster of accepted papers at @aclmeeting [----]. I will be there as will many of our senior and engineering staff @mziizm @beyzaermis @mrdanieldsouza @singhshiviii 🔥 Looking forward to catching up with everyone. Theres less than one week to go until @aclmeeting in Vienna Austria The Cohere Labs and @Cohere research teams are looking forward to showcasing some of our latest research and connecting with the community. Be sure to stop by our booth and say hello https://t.co/9It6Aq4eZg Theres less than one week to go until @aclmeeting in Vienna Austria The Cohere Labs and"
X Link 2025-07-21T13:53Z 48K followers, [----] engagements

"RAG is actually a relatively efficient lookup for relevant knowledge. And assuming there is no eval set leakage here which is a safe assumption given this is competition conditions RAG would still be valid in preserving no contamination"
X Link 2025-07-21T22:07Z 48K followers, [---] engagements

"The sentiment conveyed is that RAG is somehow less elegant than optimizing explicitly for the behavior through RL. Btw I dont think anyone has confirmed that deepmind used RAG just kind of interesting that open ai preemptively has disclosed they didnt"
X Link 2025-07-21T22:07Z 48K followers, [---] engagements

"A valid question is whether it matters that they didnt. Maybe as a research taste perspective it does but RAG used here wouldnt violate contamination issues and could be viewed as an auxiliary technique. So pretty interesting the framing of it as somehow lowering the bar"
X Link 2025-07-21T22:07Z 48K followers, [----] engagements

"The truth is probably both of the approaches were recipes involving multiple bets data inference time scaling and use of context. I think it is weird to draw the line at RAG as losing elegance or generalization in the solution"
X Link 2025-07-21T22:07Z 48K followers, [----] engagements

"Overheard pastis de nata are the llms of the pastry world overhyped. Lol. what are the state space models of Portuguese pastries"
X Link 2025-07-25T10:06Z 48.1K followers, [----] engagements

"Came across goat butter for the first time yesterday. Is this common in Europe or a niche offering"
X Link 2025-07-26T16:26Z 48.1K followers, [----] engagements

"Is it just me or is there something slightly off about this cover shoot. I have arrived in Vienna and this greeted me in my hotel room"
X Link 2025-07-27T21:11Z 48.1K followers, [----] engagements

"Brutalist architecture in Vienna"
X Link 2025-07-29T22:02Z 48.3K followers, [----] engagements

"Goodbye Vienna today I am on my way to Trkiye for a very important wedding 🔥✨"
X Link 2025-08-01T06:26Z 48.4K followers, [----] engagements

"This desert is incredible not too sweet incredibly flaky with nuts. Anyone know the name"
X Link 2025-08-04T05:51Z 48.8K followers, 12.5K engagements

"How big is bytedance Super impressed by their output both in caliber and frequency. Seems like has to at least be 200+ full time staff but would be impressed if it was less given variety of research output"
X Link 2025-08-04T16:51Z 49.1K followers, 48.8K engagements

"Over the past three years weve published 100+ papers collaborated with researchers across 150+ institutions and released models that have been downloaded [--] million times. All with a team of less than [--] engineers and researchers"
X Link 2025-08-11T14:23Z 49K followers, [----] engagements

"From the massively multilingual Aya [---] which extended language coverage by [--] languages to setting a new state-of-art with Aya Vision and Expanse. Our work covered pretraining dynamics efficiency alignment inference and safety"
X Link 2025-08-11T14:23Z 48.9K followers, 12.5K engagements

"@yong_zhengxin @Cohere_Labs @cohere Yong I am the one lucky to work with you. Hoping we get to collaborate again in the future and we are so lucky to have you as a @Cohere_Labs collaborator"
X Link 2025-08-12T01:55Z 48.9K followers, [----] engagements

"@krikamol @Cohere_Labs @cohere Thank you looking forward to catching up somewhere in the globe soon (maybe even Bangkok which would be ideal for good food :))z"
X Link 2025-08-23T05:15Z 49.1K followers, [--] engagements

"who knows a great designer who does contract work have a fun project I'm about to kick off"
X Link 2025-09-12T18:23Z 49.6K followers, 17.7K engagements

"From healthcare to finance synthetic data is driving innovation and equity. Our Global Future Council on data frontiers @wef has put together an important primer for policy makers on the role of synthetic data. Pleasure being part of this with many great collaborators"
X Link 2025-09-15T14:06Z 49.5K followers, [----] engagements

"Honored to be recognized in @observer [----] AI Power Index. It is very meaningful to receive as I close one chapter and begin another. Important problems await time for the fun to begin"
X Link 2025-09-18T14:31Z 49.6K followers, [----] engagements

"https://observer.com/list/2025-ai-power-index/utm_source=t.co&utm_medium=social https://observer.com/list/2025-ai-power-index/utm_source=t.co&utm_medium=social"
X Link 2025-09-18T14:33Z 49.6K followers, [----] engagements

"Brand name optimization is the worst way to choose what to work on. You end up working on a tiny piece of something. Life is too short choose people and problems (which only sometimes coincide with brand early Google brain was a good example of a rare trifecta)"
X Link 2025-09-25T06:20Z 49.7K followers, 10.1K engagements

"Homemade seafood broil (which required a front row seat to the lobster cycle of life) + birite ice cream cake. End of summer is here"
X Link 2025-10-02T14:19Z 51.3K followers, [----] engagements

"today I learnt that earlobes have no biological purpose"
X Link 2025-10-07T04:58Z 51.4K followers, 10.1K engagements

"@mariotelfig Agreed reminds me of our conversation in Lisbon"
X Link 2025-10-08T20:46Z 51.1K followers, [---] engagements

"One of my favorite quotes by Alan Kay is: "The best way to predict the future is to invent it" If you want to define the future of humanAI interaction get in touch. I am excited for you to join us. https://adaptionlabs.ai/ https://adaptionlabs.ai/"
X Link 2025-10-08T21:57Z 51.2K followers, [----] engagements

"The University of Ghana is beautiful. After meeting the faculty at the computer science department we visited the great hall which we were told sits at the highest point of Accra. The slight breeze was a welcome gift plus this is the old campus built in the 1940s"
X Link 2019-03-29T17:25Z 52.5K followers, [--] engagements

"Press day for @GoogleAI Ghana"
X Link 2019-04-10T10:39Z 52.5K followers, [--] engagements

"He says he didnt attempt eyes because he thought it would mess it up"
X Link 2022-05-26T03:44Z 51.6K followers, [--] engagements

"First @forai_ml in person meet up. Photos from the amazing @sid_srk"
X Link 2022-07-09T20:49Z 55.3K followers, [---] engagements

"@pcastr only $500 my spam winnings are typically far higher"
X Link 2022-08-11T22:18Z 53.5K followers, [--] engagements

"Who is leading in thinking about safety and risk of deployed AI systems in the UK Planning something meaningful as a space -- and we have a lot of the usual suspects. But want to think more broadly about researchers policy makers and experts in this space"
X Link 2023-09-11T15:18Z 55.2K followers, 42.8K engagements

"Breakfasts in Dubai the world meets in one place. So amazing to have really good Indian food for breakfast"
X Link 2023-10-15T08:19Z 53.1K followers, 20.9K engagements

"Everyone should visit Lisboa"
X Link 2024-07-14T21:32Z 53.3K followers, 10.1K engagements

"I love that dumplings in France are called ravioli. It is a far more sensible and coherent world view a pasta envelope containing delicious fillings no matter whether it from Italy or China"
X Link 2024-10-13T16:36Z 53.3K followers, [----] engagements

"@BlackHC Almost certainly lol. Yes they are dumplings"
X Link 2024-10-13T18:06Z 53.3K followers, [---] engagements

"Myself and @mziizm are at the booth for the next hour come by and learn about research at @cohere @CohereForAI 🔥💙"
X Link 2024-12-11T18:48Z 52.2K followers, [----] engagements

"I would love to do a deep study into why nuclear safety or airline safety is not equivalent in safety protocols or complexity to the many ways deep neural networks can be used. Historians/computer scientists if interesting to you let me know. We will kick off next year"
X Link 2024-12-16T04:12Z 55K followers, 16.5K engagements

"What is your favorite non-fiction or sci-fi book I should pick up for the holidays"
X Link 2024-12-17T02:12Z 55K followers, 20.3K engagements

"lol how big is the deepseek team. I see all their posts from their twitter account describing themselves as a tiny team explioring agi. their author list had about [---] people which is confusing. What counts as tiny for frontier AI labs less than [--] (C4AI size) less than [---] less than [----] less than [---] less than [--] (C4AI size) less than [---] less than [----] less than 800"
X Link 2025-02-22T04:04Z 44.5K followers, [----] engagements

"@sir_deenicus @DhruvBatraDB Yeah I guess I dont know where anthropic and open ai headcount currently is at. I thought anthropic technical team was still around 200-300 - but I could be out of date"
X Link 2025-02-22T05:01Z 44.5K followers, [---] engagements

"with all the technology in the world. editing overleaf offline during a long flight remains an impossible dream"
X Link 2025-03-09T21:06Z 52.8K followers, 12.2K engagements

"@bernhardsson @modal @Lux_Capital @Redpoint @AmplifyPartners Congrats on the raise 🔥"
X Link 2025-09-29T16:34Z 52.5K followers, [---] engagements

"I want to put a spotlight on some of the incredible roles we are hiring for. Our hiring says a lot about what we stand for and how we want to build technology. So. first role is a design engineer. ✨"
X Link 2025-10-08T21:57Z 51.6K followers, 17.6K engagements

"The ramen gods have been good today"
X Link 2025-10-12T05:00Z 51.5K followers, [----] engagements

"I was curious. if lab diamonds are easy to make why cant we do the same for gold. Pretty fascinating Reddit thread sharing why"
X Link 2025-10-18T04:36Z 51.9K followers, 10.4K engagements

"Humans are incredible at adapting. Even to objectives which are imagined and non-critical for our survival. Once consensus exists at least amongst a small group that something is worth pursuing people will optimize for anything"
X Link 2025-10-18T13:08Z 52.1K followers, 34.8K engagements

"Early next year I would love to support a symposium on the future of AI interfaces design and adaptive intelligence. If you are a designer UX/AI researcher or just have opinions and want to contribute would love to have you involved. We will keep it small + invite only"
X Link 2025-10-18T19:44Z 51.9K followers, 12.2K engagements

"Feel free to dm me if you want to help organize or I've added a field to our sign up form if you just want updates: I'm looking forward to sponsoring and having fun with it feels like one of the most important areas of innovation we need to support. https://adaptionlabs.typeform.com/to/YXbtXi85 https://adaptionlabs.typeform.com/to/YXbtXi85"
X Link 2025-10-18T19:49Z 51.7K followers, [----] engagements

""Myths are public dreams dreams are private myths." - Joseph Campbell"
X Link 2025-10-20T13:36Z 52.2K followers, [----] engagements

"I love planes that have cameras installed so you can watch as you takeoff. Made me realize sfo alternates landings and takeoffs on the same runway"
X Link 2025-10-23T15:28Z 52.3K followers, [----] engagements

"Grateful for my first chance to visit Central Asia this week with a visit to Tajikistan. The food is incredibly interesting. There are momo dumplings which I did not expect Turkish influence and of course pilaf"
X Link 2025-10-24T13:54Z 54.2K followers, [----] engagements

"It is very rare to see a modern building that is crafted with hard earned skills that feel long gone. This building was built within last [--] years"
X Link 2025-10-25T01:37Z 52.3K followers, 13.4K engagements

"@Mark_Goldberg_ @chemistry_fund @ethankurz @kshenster @ivory_tang @jimbovig Congrats Mark and team"
X Link 2025-10-25T03:13Z 51.9K followers, [---] engagements

"Without deviation from the norm progress is not possible. Frank Zappa"
X Link 2025-10-27T13:27Z 52.2K followers, [----] engagements

"Tajikistan candies"
X Link 2025-10-29T23:44Z 52.5K followers, 10.2K engagements

"Huge congrats to @ammar__khairi Julia Kreutzer @mrdanieldsouza Ye Shen Understanding inference compute is very important gradient free research direction. Important paper for its rigor understated results (the writing is very humble) and extensive treatment. Cohere Labs x EMNLP 2025: "When Life Gives You Samples: The Benefits of Scaling up Inference Compute for Multilingual LLMs" This study explores scalable inference-time compute techniques for multilingual multi-task generative tasks proposing novel sampling and selection https://t.co/YKlS6CyjUP Cohere Labs x EMNLP 2025: "When Life Gives"
X Link 2025-10-30T11:54Z 52.5K followers, [----] engagements

"We are now officially [--] weeks old incredibly meaningful to already feel so much support for what we are working on. 🔥 Thank you to everyone who has reached out. Join the founding team by taking a look at our open roles: https://adaptionlabs.ai/careers https://adaptionlabs.ai/careers"
X Link 2025-10-30T12:39Z 52.4K followers, [----] engagements

"@p_nawrot We are building a global team so will consider exceptional talent everywhere. Our first office will be in San Francisco"
X Link 2025-10-30T14:11Z 52.2K followers, [---] engagements

"Today I learnt about the lava lamp wall in computer science history. It is difficult for computers to produce truly random numbers. Lava lamp "flow" is very unpredictable so cisco takes photos of the lamp wall as a good way to obtain unpredictable randomness for servers"
X Link 2025-11-02T14:25Z 52.3K followers, [---] engagements

"@SherryYanJiang actually it was cloudflare. :) I came across this post: https://blog.cloudflare.com/randomness-101-lavarand-in-production/ https://blog.cloudflare.com/randomness-101-lavarand-in-production/"
X Link 2025-11-02T14:32Z 52.3K followers, [--] engagements

"I fell [--] weeks ago on my bike and scrapped my knee. A few days ago I tumbled again while running before sunrise (jet lag from Dubai) and scrapped my palm. My palm has already healed. My knee scrape is still healing. Looked it up and the reason why is pretty fascinating"
X Link 2025-11-02T18:09Z 52.4K followers, [----] engagements

"the mimic octopus uses chromatophores to disguise itself. chromatophores allow animals to change their skin color and pattern helping them to blend into surroundings or signal to other animals"
X Link 2025-11-03T16:46Z 52.5K followers, [----] engagements

"I seem to have been only like a boy playing on the sea-shore diverting myself now and then finding a smoother pebble or a prettier shell than ordinary whilst the great ocean of truth lay all undiscovered before me. Isaac Newton https://twitter.com/i/web/status/1985882992032813401 https://twitter.com/i/web/status/1985882992032813401"
X Link 2025-11-05T01:32Z 55K followers, [----] engagements

"I will be in London second week of December. We are hosting a small get together for friends and supporters old and new of Adaption. Would love to see some of you there"
X Link 2025-11-06T14:40Z 52.6K followers, [----] engagements

"To be kept in the loop about all our inperson events over next few months just let us know here. https://adaptionlabs.typeform.com/to/YXbtXi85 https://adaptionlabs.typeform.com/to/YXbtXi85"
X Link 2025-11-06T14:42Z 52.6K followers, [----] engagements

"Tonight I learned about seashell resonance. Oddly so sad. For some reason I really did believe certain shells captured the sound of the ocean. https://en.wikipedia.org/wiki/Seashell_resonance https://en.wikipedia.org/wiki/Seashell_resonance"
X Link 2025-11-07T06:51Z 52.5K followers, [----] engagements

"friday calls for a new snazzy header. 🧬"
X Link 2025-11-07T21:00Z 52.5K followers, [----] engagements

"@mziizm The criteria for a good Airbnb/hotel booking. 😂"
X Link 2025-11-10T14:56Z 52.5K followers, [----] engagements

"Pilgrimage to YGF Cupertino on the way to Carmel. Malatang magic. Im sad this is becoming better known as a chain in the US. Waitlist for an hour tonight"
X Link 2025-11-15T05:43Z 52.6K followers, [----] engagements

"You only really start to feel the endless possibilities of AGI a few drinks in. meanwhile in China https://t.co/zAaHS6GLUr meanwhile in China https://t.co/zAaHS6GLUr"
X Link 2025-11-23T22:56Z 52.9K followers, [----] engagements

"i would be worried about identity theft. another day another oddly specific flyer https://t.co/KVtEkM2txF another day another oddly specific flyer https://t.co/KVtEkM2txF"
X Link 2025-11-24T22:57Z 52.9K followers, [----] engagements

"I will be at NeurIPS next week. ✨ Looking forward to catching up with friends old and new. Happy to talk about efficiency the slow death of scaling real time adaptation data malleability interface design building models that adapt to the world around us"
X Link 2025-11-25T14:26Z 53.1K followers, 16.7K engagements

"NeurIPS rapidly approaches. See you all next week in San Diego 🌊 adaption is hiring for multiple positions. Join us to work on what on the most important problem: building thinking machines that adapt to the world"
X Link 2025-11-28T16:02Z 53.2K followers, 14.7K engagements

"I love this. One of things we did a few years ago was a workshop on research beyond the pdf. only more urgent now. Much progress is now based upon complex systems not just a single models. Multimodal + interfaces are more important for intelligence dont fit neatly in pdf. 🚀Introducing TMLR Beyond PDF 🎬This is a new HTML-based submission format for TMLR that supports interactive figures and videos along with the usual LaTeX and images. 🎉Thanks to TMLR Editors in Chief @hugo_larochelle @thegautamkamath @NailaMurray Nihar B. Shah @lcharlin https://t.co/vIIQvzw68E 🚀Introducing TMLR Beyond PDF"
X Link 2025-11-29T00:51Z 53.1K followers, 16.1K engagements

"Soft coral has a unique defense mechanism. It automatically can retract and assume appearance of a rock when threatened"
X Link 2025-11-29T20:14Z 53.2K followers, 1.1M engagements

"One of my favorite documentaries is the last dance. And I dont even like basketball. I have only rewatched a handful of things. And I watched it for a second time this thanksgiving. Just exceptional documentary"
X Link 2025-12-01T03:34Z 53.1K followers, [----] engagements

"Very special to see all the interest in our little form to meet the team at NeurIPS San Diego. ✨🌊 Our team is finalizing slots tomorrow last chance to sign up"
X Link 2025-12-01T04:46Z 53.3K followers, 16.7K engagements

"form: Apologies again if we can't fit everyone in. We will also follow up after NeurIPS with people we can't schedule during the conference itself. https://adaptionlabs.typeform.com/neurips https://adaptionlabs.typeform.com/neurips"
X Link 2025-12-01T04:46Z 53.1K followers, [----] engagements

"Just landed in San Diego. Was hit out of nowhere with the memory of Flo Rida let the gradient Flo event from NeurIPS San Diego [----]. And we think the ai space is crazy now"
X Link 2025-12-02T05:00Z 53.2K followers, 11.3K engagements

"Spotted on the streets of San Diego. The rarest cup of them all"
X Link 2025-12-06T01:00Z 53.3K followers, 38.4K engagements

"Gems. Congrats again to @mrdanieldsouza for his first main track first author paper at NeurIPS 🔥 Presenting treasure hunt now 🔥 Poster [----] https://t.co/bvcU6hnNl0 Presenting treasure hunt now 🔥 Poster [----] https://t.co/bvcU6hnNl0"
X Link 2025-12-07T06:19Z 53.2K followers, 19.2K engagements

"starling murmuration involves forming dynamic swirling shapes in the sky. It is an excercise primarily for predator defense warmth and sharing information about good feeding spots"
X Link 2025-12-11T20:59Z 53.5K followers, [----] engagements

"lol the modern version of "you forgot to cite me" Marko Njegomir's response https://t.co/StC4rvRcZJ to TIME person of the year 😊 https://t.co/sgH5gpQuKb Marko Njegomir's response https://t.co/StC4rvRcZJ to TIME person of the year 😊 https://t.co/sgH5gpQuKb"
X Link 2025-12-12T21:58Z 53.4K followers, 38.6K engagements

"Hands down one of the best meals yet I have had in London"
X Link 2025-12-18T22:39Z 55K followers, 115.6K engagements

"One thing I will always credit is that across all the llm arena audits we did all frontier labs were there doing private testing gamifying the arena except for Anthropic who clearly had refused to play. Meta also stopped private testing after paper release"
X Link 2026-01-03T03:27Z 54.8K followers, 22.5K engagements

"We did audits in the four weeks following the paper release. Meta stopped private testing (at least for that period of rigorous auditing). We observed that one leading frontier lab preserved all of their private variants and introduced additional during the same period lol. Kind of wild. https://twitter.com/i/web/status/2007294202024272129 https://twitter.com/i/web/status/2007294202024272129"
X Link 2026-01-03T03:33Z 53.7K followers, [----] engagements

"I call this the big fish curse. It is hard to build a team that work well together if each person thinks they are the biggest fish in the pond. prestige hires rarely if ever pay off - this is especially true when hiring academics into tech. hiring for prestige is a lazy proxy for hiring for competence utility & fit youre buying an expensive brand that often lacks the agility to survive contact with the real world prestige hires rarely if ever pay off - this is especially true when hiring academics into tech. hiring for prestige is a lazy proxy for hiring for competence utility & fit youre"
X Link 2026-01-04T19:50Z 54.8K followers, 28.1K engagements

"We are building out the technical staff @adaptionlabs 🔥 Multiple fast moving projects we will be reviewing technical MLE and research staff applications on a rolling basis until January 20th. I'll share more about our [----] positions over next few days"
X Link 2026-01-05T13:59Z 55.2K followers, 52.5K engagements

"Instead the largest levers of progress are our new learning spaces. For the first time our data space is malleable and can be constructed extremely cheaply. Our models are expressive so far more interesting to explore real time learning and adaption without gradient updates"
X Link 2026-01-06T13:24Z 55K followers, [----] engagements

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