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The least understood yet most important concept in the world is Jevons Paradox. When we make a technology more efficient, demand goes well beyond the original level. AI is the perfect example of this — almost anything that AI is applied to will see more demand, not less.
🚀 Excited to share our work on Encoder-only Next Token Prediction (ENTP)! While most successful LLMs are decoder-based, we asked: Can encoder-only TFs be used for next-token prediction? Yes! Moreover, ENTP might be better than decoder-only models!!! 😎
``Moshi: a speech-text foundation model for real-time dialogue,'' Alexandre D\'efossez, Laurent Mazar\'e, Manu Orsini, Am\'elie Royer, Patrick P\'erez, Herv\'e J\'egou, Edouard Grave, Neil Zeghidour, ift.tt/YaiLGrV
I want to say some things about OpenAI's most recent tumultuous week. By this point this should all be obvious to everyone, but for some reason it's not. Nothing about this requires my insider's perspective. (0/8)
The paper we have been waiting for essentially shows that #timeseries #llm do not work in forecasting. Back in 2022, paper “Are Transformers Effective for Time Series Forecasting?“ challenged the appearing narrative that transformers “work” in forecasting. By removing…
kaist @kaistpr professor jinjoon "vendetta" lee @jinjoon_lee forced me to send a fairly large sum of money to his wife's bank account, under threat of withdrawing an offer to be a postdoc in his lab. university leadership such as president kwang hyung lee did nothing about this
While we have many Asian languages leading with thousands of submissions, these languages still don't have their ambassadors ⬇️ If you speak these languages, join project Aya by @forai_ml spearheaded by the incredible @sarahookr If you don't, please help spread the word! 🙏📢
저 인력에게 일(목표)을 부여하고 관리하는 사람이 평범한 장교 > 아무 것도 못함.
This might be the beginning of a new field.. Researchers just reconstructed sounds from human brain activity using an fMRI and a generative AI model.
Best paper I've read in a while. No excessive hype, clear question, rigorous empirical evaluation. Highly recommended. arxiv.org/abs/2305.18654
Interesting, George Hotz mentioning GPT-4 size/architecture in a recent podcase he did
We just put out a statement: “Mitigating the risk of extinction from AI should be a global priority alongside other societal-scale risks such as pandemics and nuclear war.” Signatories include Hinton, Bengio, Altman, Hassabis, Song, etc. safe.ai/statement-on-a… 🧵 (1/6)
숙식제공, 피복제공, 휴가 절대 보장, 업무 연수기간 보장, 대학원 학비 지원, 학회참가비 지원, 자녀 등록금 지원, 이직 이사 비 지원, KTX 항공편 무료, 전문의 진료 무료, MRI 무료, 면세점 이용, 심각히 끈끈한 선후배와 동기애. 무엇보다도 누구한테 말해도 한명도 빠짐없이 아는 유명한 곳.
혹시 자기 회사에서 좋다고 생각드는 부분이 있다고 생각이 드는게 있다면 혹시 알려주실 수 있나요? 댓글 인용 마음껏 부탁드려요 뭐 명성이든 복지든 뭐든 의료비, 교육비, 식비가 무제한 지원이라던가 동료애가 좋다던가 재택이 꿀이라던가 시스템이 쩐다던가 뭔가 다들 솔직히 좋은거 가지고 있
🚀📢 GPT models have blown our minds with their astonishing capabilities. But, do they truly acquire the ability to perform reasoning tasks that humans find easy to execute? NO⛔️ We investigate the limits of Transformers *empirically* and *theoretically* on compositional tasks🔥
I'm often critical of Effective Altruism (EA) and I'm sure I'll get more pushback for this, but I've been thinking a lot lately about the discourse on AI doomerism, extinction risk, etc., and here's my big take on what's going on and why. Buckle up, friends, it gets spicy.🧵
This is a monumentality important development in the AI copyright battle - first precedent is set technomancers.ai/japan-goes-all…
This document leaked from Google has been gaining attention. Unfortunately it's wrong and right in major ways that should make us seriously reflect on what we're creating Yes open source models are a huge deal but more open sourcing is NOT the solution semianalysis.com/p/google-we-ha…
you people love nothing more than a "leaked internal google memo" and your breathless "no moats" retweets have compelled me to set you straight with another AI-obsessed megathread 😉🧵 tl;dr: we'll see everything, everywhere, all at once, but OpenAI (& Google) have real moats!
With the current pace of AI research, I feel pressured to read a LOT of papers just to keep up with SOTA. But my time is limited. So @nuwandavek and I built TalkToPapers, a github util where AI will do the paper reading for you instead github.com/keerthanpg/tal…
Top ML Papers of the Week (Jan 9-15): - DreamerV3 - DeepMatcher - Multimodal deep learning - Transformer compiler for RASP - Potential misuses of LMs and mitigations - Scaling laws for generative mixed-modal LMs - Time series forecasting with generative modeling … 1 of 11
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