Kyle Kastner @kastnerkyle
computers and music are fun kastnerkyle.github.io Out of the city, Massachusetts Joined January 2011-
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Man, these GEPA instructions can get lengthy. Who's working on 'regularization' for prompt optimizers? "Shorter, lower-perplexity optimized instructions generalize better" is the new Occam's razor.
Man, these GEPA instructions can get lengthy. Who's working on 'regularization' for prompt optimizers? "Shorter, lower-perplexity optimized instructions generalize better" is the new Occam's razor.
Does a smaller latent space lead to worse generation in latent diffusion models? Not necessarily! We show that LDMs are extremely robust to a wide range of compression rates (10-1000x) in the context of physics emulation. We got lost in latent space. Join us 👇
AI toolkit for speech enhancement, separation, super-resolution, and speaker extraction
How can an imitative model like an LLM outperform the experts it is trained on? Our new COLM paper outlines three types of transcendence and shows that each one relies on a different aspect of data diversity.
In less than a day, @StepFun_ai dropped Step-Audio 2 Mini - 8B speech to speech, beats GPT-4o-Audio, Apache 2.0 licensed 🔥 > Trained on 8M+ hours, supports 50K+ voices, benchmarks for expressive/grounded speech 🤯 > Expressive and emotionally aware generation > Retrieves and…
Exquisite Banana ✏️ 🍌 Love the twist on the classic game made by the awesome @mjgomsaav. Built with Gemini 2.5 Flash (nano-banana) on @googleaistudio
Exquisite Banana ✏️ 🍌 Love the twist on the classic game made by the awesome @mjgomsaav. Built with Gemini 2.5 Flash (nano-banana) on @googleaistudio
I think I'll make this a mini app if I get time today, pick a place on the map of New Amsterdam and it generates a POV shot of it with Nano I think this is the closest you can get to going back into time to visit New Amsterdam in 1670 (current day New York City)
I think I'll make this a mini app if I get time today, pick a place on the map of New Amsterdam and it generates a POV shot of it with Nano I think this is the closest you can get to going back into time to visit New Amsterdam in 1670 (current day New York City) https://t.co/LksxsJO1NI
For years I've pushed people starting projects to answer the Heilmeier Catechism questions. But it's missing one question I've come to think increasingly essential: "what assumptions about the present and future state of world does your plan depend upon?"
🎉🥳 I am thrilled to share that our work on audio tokenisers has been accepted to #TMLR The tokeniser DB is ever updating so submit your new tokenisers 💪 poonehmousavi.github.io/dates-website/
🎉🥳 I am thrilled to share that our work on audio tokenisers has been accepted to #TMLR The tokeniser DB is ever updating so submit your new tokenisers 💪 poonehmousavi.github.io/dates-website/
New paper on arXiv! And I think it's a good'un 😄 Meet the new Lattice Random Walk (LRW) discretisation for SDEs. It’s radically different from traditional methods like Euler-Maruyama (EM) in that each iteration can only move in discrete steps {-δₓ, 0, δₓ}.
This is a wild idea. The authors used Particle-Based Optimization for model merging, with strong results. Surprisingly, they report better outcomes with sparsified models. Cool work!! 🔗 arxiv.org/pdf/2508.19839
@dvruette Adam is scale-invariant, except when it isn't🙃 The epsilon in the denominator can actually play a significant role in some cases, and in my experience it's best to treat it as a tunable hyperparameter. (Some more thoughts on this from @zacharynado: zna.do/epsilon)
State Combinatorial Generalization In Decision Making With Conditional Diffusion Models openreview.net/forum?id=XB1dd… #reinforcement #maze #exploration
CHANGING BASE WITHOUT LOSING PACE: A GPU-EFFICIENT ALTERNATIVE TO MATMULS IN DNNS arxiv.org/abs/2503.12211
Image generation with Gemini just got a bananas upgrade and is the new state-of-the-art image generation and editing model. 🤯 From photorealistic masterpieces to mind-bending fantasy worlds, you can now natively produce, edit and refine visuals with new levels of reasoning,…
The @GeminiApp now has the #1 image model in the world, give it a go! Attach an image, describe your edits, and it's done I've never seen anything like this
Wow, a 40% increase with dspy.GEPA in just 500 metric calls! The optimized prompt is a 100-line illustrated process.
Wow, a 40% increase with dspy.GEPA in just 500 metric calls! The optimized prompt is a 100-line illustrated process. https://t.co/PPu7iT4ut5
ms released a tts model… nice… You can create long form convos and podcasts with 4 distinct voice huggingface.co/microsoft/Vibe…
GREAT NEWS for our multilingual users! Rolling out this week: 1) Video Overviews in all 80 supported languages 2) Short & Default length controls for non-English audio overviews– so you should start seeing longer AOs! Because great ideas shouldn't get lost in translation 😘
Stripping code formatting cuts LLM token cost without hurting accuracy. Average input tokens drop by 24.5%, with output quality basically unchanged. The core issue is simple, indentation, spaces, and newlines help humans read but they inflate tokens that models pay to process.…
AK @_akhaliq
425K Followers 3K Following AI research paper tweets, ML @Gradio (acq. by @HuggingFace 🤗) dm for promo ,submit papers here: https://t.co/UzmYN5YmrQ
Sander Dieleman @sedielem
63K Followers 2K Following Research Scientist at Google DeepMind (WaveNet, Imagen, Veo). I tweet about deep learning (research + software), music, generative models (personal account).
(((ل()(ل() 'yoav)))... @yoavgo
65K Followers 2K Following
Delip Rao e/σ @deliprao
61K Followers 5K Following Busy inventing the shipwreck. @Penn. Past: @johnshopkins, @UCSC, @Amazon, @Twitter ||Art: #NLProc, Vision, Speech, #DeepLearning || Life: 道元, improv, running 🌈
Kyunghyun Cho @kchonyc
77K Followers 2K Following a combination of a mediocre scientist, a mediocre manager, a mediocre advisor & a mediocre physicist at @nyuniversity (@CILVRatNYU) & @PrescientDesign
Lucas Beyer (bl16) @giffmana
108K Followers 518 Following Researcher (now: Meta. ex: OpenAI, DeepMind, Brain, RWTH Aachen), Gamer, Hacker, Belgian. Anon feedback: https://t.co/xe2XUqkKit ✗DMs → email
Alfredo Canziani @alfcnz
118K Followers 296 Following Musician, math lover, cook, dancer, 🏳️🌈, and an ass prof of Computer Science at New York University
Jeremy Howard @jeremyphoward
260K Followers 6K Following 🇦🇺 Co-founder: @AnswerDotAI & @FastDotAI ; Prev: professor @ UQ; Stanford fellow; @kaggle president; @fastmail/@enlitic/etc founder https://t.co/16UBFTX7mo
Miles Brundage @Miles_Brundage
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Erik Bernhardsson @bernhardsson
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Natasha Jaques @natashajaques
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Heiga Zen (全 炳河... @heiga_zen
9K Followers 204 Following Principal Scientist (Director) @GoogleDeepMind / GDM Tokyo site lead．波瀬小⇒一志中⇒鈴鹿高専⇒名工大 (IBM TJ Watson intern)⇒東芝欧州研⇒Google (Speech🇬🇧⇒Brain🇯🇵) ⇒GoogleDeepMind
Keunwoo Choi @keunwoochoi
6K Followers 839 Following Foundational Models @genentech, Advisor @gaudiolab, Adjunct Professor at @KAIST. AI, music, language. Prev: @tiktok_us @spotify, @c4dm @qmul.
yobibyte @y0b1byte
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Ben Poole @poolio
21K Followers 1K Following research scientist at google brain. phd in neural nonsense from stanford.
rohan anil @_arohan_
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dadabots @dadabots
10K Followers 8K Following ∿Eliminate humans from music. 24/7 ai death metal livestreams. Prompt jockeys. Music hackers. StableAudio open models 🔉 @NoiseDAO @artblocks_io @braindrops_art
Felix Hill @FelixHill84
12K Followers 744 Following Research Scientist, Deepmind I try to think hard about everything I tweet, esp on 90s football and 80s music None of my opinions are really someone else's
Vanessa Rempel @VRempel2576
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PinkGigi @Daqrui17777
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Gallil Maimon @GallilMaimon
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Huck Yang @huckiyang
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Fusion Prog Guy @ fus... @FusionProgGuy
2K Followers 5K Following Humanist, feminist🌈, python programmer 🖥️, playlist maker 🎧, interests: data science 📈, science coms 🥼😷💉, debunking 🔍, nutrition 🍎, sci-fi 🚀, jazz 🎹
Joel⚡️ @joel_th_10
131 Followers 314 Following Football + backend ⚽💻 Built https://t.co/LGehXIipfC • Creator marketplace in progress • Hire me: [email protected]
Emil Tervo @TheTervo
53 Followers 1K Following " There were nights when the winds of the Etherium, so inviting in their promise of flight and freedom, made one's spirit soar."
Nick Rempel @nbrempel
3K Followers 1K Following Software engineer @Shopify by day, tinkerer by night, dad 24/7. Token intermediator.
ozcan gükçe @26528612136ozca
36 Followers 2K Following
Ankur Bapna @ankurbpn
1K Followers 650 Following Conversational Superintelligence @Meta Previously Led Native Audio Generation Gemini 2.5, Native Audio Gemini 1.5 @GoogleDeepmind
Gleb Mazovetskiy @glebm
2K Followers 2K Following https://t.co/hwqoTjIysY ☂🧦 🇺🇦🇮🇱. 🌐: en, ja, es, ru. I work on speech at Google DeepMind. As a hobby, I port old games to obsolete or obscure hardware.
Alexandru Tifrea @alexandrutifrea
202 Followers 376 Following
SupplyChainTrade🇺�... @Uivrudeeg8637
40 Followers 2K Following 15-30% Monthly | 2 High-Conviction Stocks.Short-Term Gains: 15-20% in Days/Weeks.DM "JOIN" for WhatsApp Alerts. Live Trade Signals • Market Analysis
Hawking Zhang @wydszqd
11 Followers 548 Following
Márcia Heloise @marialaheloise
8 Followers 519 Following
LOVE♡ @12250703love
57 Followers 1K Following
Jane Watson @Guna53982498
226 Followers 2K Following website page developer, 🌐fashionista 👒🛍️, 🐕🦺🐕🐶dog mom and preacher of peace ✌️
Mikko Tähtinen @mikko_tahtinen
3K Followers 6K Following Gamedevelopment | Artist https://t.co/gs4e5i0pbG
Paul Janson @janson002
274 Followers 2K Following Ph.D. Student @Mila_Quebec and Concordia University. Working in Deep learning optimization , Continual learning and Computer vision. Previously @Kaust
Allan D Clive @allan_d_clive
282 Followers 917 Following Music Producer/AI Music Experimenting with AI Generated Amapiano & Afrobeat Songs
yunkee chae @ygch43
134 Followers 398 Following PhD Student @ Music and Audio Research Group (MARG), Seoul National University. Previous intern @SonyAI_global.
Shikhar @ShikharSSU
305 Followers 1K Following Turning noise into…slightly better noise. https://t.co/9gtrEjheT0
Jerome Krajcik @JeromeK90843
79 Followers 4K Following
callista Trump girl @MsCalishorty
256 Followers 557 Following Account manager , Single mom , professional binary options trader MAGA woman, I love my son.
YuTang @yantang213
2 Followers 383 Following
MARIO PARAMO @MARIOPARAM95787
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Jaison @jaisonsaji
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Rajesh Sharma S @RAJESH_SHARMA_S
251 Followers 4K Following
Ballu Balram @BalluBalra86537
81 Followers 1K Following
Syed Abid Hussain @SplineAI
28 Followers 459 Following Incubating an AI startup "https://t.co/6r79uNSQph"
사랑 @salang489093
19 Followers 2K Following
alireza @alir3za_taherii
26 Followers 538 Following from brain to binary! (Master student in AI, BSc in Psychology.)
Yongjie Zhuang @yongjie_zhuang
0 Followers 55 Following
Lilith Karapetyan @Lilit_HRAndTech
397 Followers 7K Following HR Generalist. Love to read books. Interested in art, psychology and linguistics. Lets benefit working together 🤝🔥
ZhaoQie888 @ZhaoQie888
70 Followers 764 Following Interested in AI. Focus on Tech & VC. Starwar and Dune Fan
Tikpak @Tikpak16801
0 Followers 33 Following
FURUF @furao90166913
45 Followers 898 Following Frequentists using Bayes. Learning algorithmic information theory, maybe you should too.
Omer @Omer2000ish
9 Followers 3K Following
AK @_akhaliq
425K Followers 3K Following AI research paper tweets, ML @Gradio (acq. by @HuggingFace 🤗) dm for promo ,submit papers here: https://t.co/UzmYN5YmrQ
Sander Dieleman @sedielem
63K Followers 2K Following Research Scientist at Google DeepMind (WaveNet, Imagen, Veo). I tweet about deep learning (research + software), music, generative models (personal account).
(((ل()(ل() 'yoav)))... @yoavgo
65K Followers 2K Following
Delip Rao e/σ @deliprao
61K Followers 5K Following Busy inventing the shipwreck. @Penn. Past: @johnshopkins, @UCSC, @Amazon, @Twitter ||Art: #NLProc, Vision, Speech, #DeepLearning || Life: 道元, improv, running 🌈
Soumith Chintala @soumithchintala
250K Followers 1K Following Cofounded and lead @PyTorch at Meta. Also dabble in robotics at NYU. AI is delicious when it is accessible and open-source.
Kyunghyun Cho @kchonyc
77K Followers 2K Following a combination of a mediocre scientist, a mediocre manager, a mediocre advisor & a mediocre physicist at @nyuniversity (@CILVRatNYU) & @PrescientDesign
Ferenc Huszár @fhuszar
42K Followers 1K Following Secular Bayesian. Professor of Machine Learning @Cambridge_CL. Talent aficionado at https://t.co/RbJkoLguey Alum of @Twitter, Magic Pony and @Balderton
Lucas Beyer (bl16) @giffmana
108K Followers 518 Following Researcher (now: Meta. ex: OpenAI, DeepMind, Brain, RWTH Aachen), Gamer, Hacker, Belgian. Anon feedback: https://t.co/xe2XUqkKit ✗DMs → email
Alfredo Canziani @alfcnz
118K Followers 296 Following Musician, math lover, cook, dancer, 🏳️🌈, and an ass prof of Computer Science at New York University
Jeremy Howard @jeremyphoward
260K Followers 6K Following 🇦🇺 Co-founder: @AnswerDotAI & @FastDotAI ; Prev: professor @ UQ; Stanford fellow; @kaggle president; @fastmail/@enlitic/etc founder https://t.co/16UBFTX7mo
David Pfau @pfau
29K Followers 2K Following Knowledge manifests itself in radiant dreams that shimmer like the wild sun Views are my own https://t.co/xqtVHHVI17 on 🦋
Kevin Patrick Murphy @sirbayes
61K Followers 529 Following Research Scientist at Google DeepMind. Interested in Bayesian Machine Learning.
Oriol Vinyals @OriolVinyalsML
184K Followers 86 Following VP of Research & Deep Learning Lead, Google DeepMind. Gemini co-lead. Past: AlphaStar, AlphaFold, AlphaCode, WaveNet, seq2seq, distillation, TF.
PyTorch @PyTorch
451K Followers 77 Following Tensors and neural networks in Python with strong hardware acceleration. PyTorch is an open source project at the Linux Foundation. #PyTorchFoundation
François Fleuret @francoisfleuret
45K Followers 487 Following Research Scientist @meta (FAIR), Prof. @Unige_en, co-founder @nc_shape. I like reality.
Jürgen Schmidhuber @SchmidhuberAI
163K Followers 0 Following Invented principles of meta-learning (1987), GANs (1990), Transformers (1991), very deep learning (1991), etc. Our AI is used many billions of times every day.
Shirley Ho @cosmo_shirley
4K Followers 375 Following Group Leader @FlatironCCA @SimonsFdn 🌟 Professor at @NYUPhysics @NYUDataScience @Princeton ML/AI-accelerated Science, @PolymathicAI HongKonger
Sam Duffield @Sam_Duffield
561 Followers 620 Following
Francesco Bertolotti @f14bertolotti
814 Followers 130 Following Postdoctoral researcher at the university of Milan
Logan Kilpatrick @OfficialLoganK
210K Followers 2K Following Lead product for @GoogleAIStudio + the Gemini API. My views!
Michaël Ramamonjisoa @MichaelRamamon
392 Followers 330 Following Researcher @MetaAI (FAIR) Paris | PhD in 3D Computer Vision from @ImagineEnpc ex intern @RealityLabs and @NianticLabs https://t.co/6ZibpSjVpz
Machine Learning Stre... @MLStreetTalk
35K Followers 629 Following MLST is by Dr. Tim Scarfe @ecsquendor w/ cameos from @DoctorDuggar https://t.co/5YCv2SdFwN (early access/priv.discord) - Sponsor us!
Lakshya A Agrawal @LakshyAAAgrawal
2K Followers 2K Following AI PhD @ UC Berkeley | GEPA Creator (https://t.co/EdPqvzj7k4) | Created https://t.co/YxPZsXZJeS | Past: AI4Code Research Fellow @MSFTResearch | Hobbyist Saxophonist
Yung-Sung Chuang @YungSungChuang
1K Followers 679 Following PhD student @MIT_CSAIL | Intern @MetaAI @Microsoft @MITIBMLab | BS @NTU_SPML in #Taiwan
Gleb Mazovetskiy @glebm
2K Followers 2K Following https://t.co/hwqoTjIysY ☂🧦 🇺🇦🇮🇱. 🌐: en, ja, es, ru. I work on speech at Google DeepMind. As a hobby, I port old games to obsolete or obscure hardware.
Alexandru Tifrea @alexandrutifrea
202 Followers 376 Following
Josh Woodward @joshwoodward
29K Followers 752 Following VP, @Google @GoogleLabs @GeminiApp @GoogleAIStudio
Usama Bin Shafqat @usamabinshafqat
494 Followers 393 Following Google Labs / Princeton ‘18 / still figuring it out. All tweets personal.
Xiao Ma @infoxiao
11K Followers 3K Following gemini post-training @googledeepmind. prev: responsible ai @google, core data science @facebook, research @airbnb, phd @cornell_tech. views are mine. sh-i-ow.
Cong Lu @cong_ml
3K Followers 1K Following Research Scientist @GoogleDeepMind on the Open-Endedness Team. Prev: Postdoc @UBC_CS, PhD @UniofOxford.
Ludwig Schmidt @lschmidt3
6K Followers 426 Following Assistant professor at @Stanford and member of the technical staff at @AnthropicAI.
yunkee chae @ygch43
134 Followers 398 Following PhD Student @ Music and Audio Research Group (MARG), Seoul National University. Previous intern @SonyAI_global.
Allan D Clive @allan_d_clive
282 Followers 917 Following Music Producer/AI Music Experimenting with AI Generated Amapiano & Afrobeat Songs
Seunghyun Seo @SeunghyunSEO7
2K Followers 798 Following deep learning enjoyer. from speech to llm, now exploring image space.
Jason Yang @jsunn_y
700 Followers 853 Following PhD candidate @Caltech studying ML for protein engineering | @jsunn-y.bsky.social | 65% oxygen, 18% carbon, 10% illenium, 7% caesar salad | 🌈
Teknium (e/λ) @Teknium1
50K Followers 5K Following Cofounder and Head of Post Training @NousResearch, prev @StabilityAI Github: https://t.co/LZwHTUFwPq HuggingFace: https://t.co/sN2FFU8PVE
Xin Eric Wang @xwang_lk
18K Followers 1K Following Professor @ UCSB (@ucsantabarbara). Head of Research @SimularAI. Interim Director @ucsbcrml. #Multimodal #Embodied #Agents. AI for Humanity in the long run.
Shreyas Gite @shreyasgite
1K Followers 211 Following AI products at https://t.co/8SkahBzqk0. Prev: founded self-driving at Kopernikus (acq. @Ford), jet engines @RollsRoyce.
kalomaze @kalomaze
18K Followers 2K Following ML researcher (@primeintellect), speculator • extremely silly jester
Kwang Moo Yi @kwangmoo_yi
3K Followers 223 Following Assistant Professor of Computer Science at the University of British Columbia. I also post my daily finds on arxiv.
Rohan Pandey @khoomeik
38K Followers 2K Following descending cross-entropy to ascend entropy || prev research @OpenAI @CarnegieMellon '23
Tara Sainath @tnsainath
87 Followers 13 Following
Taiwei Shi @taiwei_shi
1K Followers 405 Following AI Researcher & Ph.D. student @nlp_usc. Intern @MSFTResearch. Formerly @GeorgiaTech @USC_ISI. NLP & Computational Social Science.
Masato Ota @ottamm_190
2K Followers 698 Following Applied Research Engineer at Sakana AI / AI Agents / JSAI企画セミナー担当 / 著書「現場で活用するためのAIエージェント実践入門」2025年7月17日発売！ All views my own.
Yixuan Wang @YXWangBot
1K Followers 1K Following CS Ph.D. student @Columbia & Intern @AIatMeta | Prev. Boston Dynamics AI Institute, Google X #Vision #Robotics #Learning
Ray (movie arc) @rayisdoingfilm
2K Followers 548 Following Movie enthusiast Currently interested in AI film & art / Film theory Runway Gen:48 (1st, 4th and 5th edition) Finalist
Shikhar @ShikharSSU
305 Followers 1K Following Turning noise into…slightly better noise. https://t.co/9gtrEjheT0
Simon @tokumin
8K Followers 2K Following @NotebookLM lead @GoogleLabs + AIFF 🕒 NBLM Audio Overviews, Gemini & PaLM2 post-training, AI Studio, YouTube, Discover, Search, Android. More LaMDA moments
NotebookLM @NotebookLM
73K Followers 15 Following Think smarter, not harder. Meet your brain's new best friend 📒
MARIO PARAMO @MARIOPARAM95787
4 Followers 189 Following
Jiayi Pan @jiayi_pirate
13K Followers 1K Following 🧑🍳 Reasoning Agents @xAI | PhD on Leave @Berkeley_AI | Views Are My Own
Maartje ter Hoeve @maartjeterhoeve
3K Followers 375 Following Machine Learning Researcher @Apple MLR • PhD in Human-Centered NLP from @UvA_Amsterdam • MSc AI, BA Linguistics
Tanishq Kumar @tanishqkumar07
1K Followers 88 Following CS PhD student @Stanford. prev math undergrad @Harvard
Johannes Imort @joimort
269 Followers 253 Following Machine Learning for Music/Speech | Senior Research Engineer at Native Instruments (@NI_News/@iZotopeInc) | Previously Intern @Microsoft @Sony @AudioshakeAI
Peng Qi @qi2peng2
4K Followers 388 Following Research Lead @OrbyAI. Previously: @AWS AI, $JD AI, PhD @stanfordnlp, UG @Tsinghua_Uni. He/him. Opinions my own.Trends for United States
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