Normal Computing 🧠🌡️ @NormalComputing
We build AI systems that natively reason, so they can partner with us on our most important problems. Join us https://t.co/BcjWCoI5b8. normalcomputing.ai New York, NY Joined June 2022-
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after reading a number of different sources on thermodynamic computing, both this paper and this blog post by @NormalComputing have given the most concrete tangible understanding of what it looks like in practice.
Excited to be back in the Bay for this! Will be hosting our @Quantonation event on physics and compute on June 27th More details to come about some big ambitious tech
Excited to be back in the Bay for this! Will be hosting our @Quantonation event on physics and compute on June 27th More details to come about some big ambitious tech
Is it easier to guess the end of a story from the beginning, or to guess the beginning from the end? @stokhastik are talking about this question and its relevance to AI and thermodynamics, feel free to join!
Is it easier to guess the end of a story from the beginning, or to guess the beginning from the end? @stokhastik are talking about this question and its relevance to AI and thermodynamics, feel free to join!
neuropoesis rebooting @neuropoetic
1K Followers 3K Following *uncertain flux* | All views and opinions my own 💩 | cogpsychneuro, AI, the sociocultural, and their intersections | Searching for my lost inner neuropoet
blurryface @idioticdagu
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keell0renz-uncensored.. @keell0renz
63 Followers 377 Following I love self-replicating, self-improving and self aware autonomous AI agents. Your personal daily schizo e/acc mind prompt engineer. #IllyaDidNotKillHimself
ArithmeticAlias @ArithmeticAlias
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aidlewild @aidlewild18447
62 Followers 121 Following I have no idea who I am. Let me know if you figure it out. Also very stupid, sorry about that.
Signal Mixed @sigmix_andy
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Ash @AshFunction
945 Followers 4K Following AI/ML + geospatial @planet | e/ia | -e^iπ | space | optimism | jhana-explorer | qualia surfer | latent space photographer | ex @captricity AI @cal spectroscopy
Bhavdeep Singh Sachde.. @BhavdeepSingh93
116 Followers 597 Following SDE @AWS, looking for PhD roles, Masters in CS @ASU, Research Interests: Theory of Mind, how neural models interact with each other.
Songlin Yang @SonglinYang4
2K Followers 2K Following PhD student @MIT_CSAIL. Prev. @ShanghaiTechUni @SUSTechSZ. Working on scalable and principled methods in #ML & #NLProc. INTP | 5w4 | sx/sp | she/her
NahPlaya @NahPlaya1212
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CFG_Labs_Intern - e/a.. @0x_Atom_Intern
172 Followers 3K Following Music and life,crypto ,AGI and family ; Build @0x_atom_crypto
Ryan Casey @ryansweb
952 Followers 1K Following Head of Product | ML/AI/Platform/Analytics | Ex. Workfront, Toast, Acquia | Part of x3 $1B+ Exits | 0-1 Product Guy | Writing at https://t.co/unvgJ1vmlR
adic_9 @adic_9
610 Followers 867 Following meta-optimizer. wannabe cult leader (schrodinger’s “/j”). waiting for the singularity. not a Meditator - FAFO-ing. DM me your weird qualia
Bhaskar Chatterjee @ChatterjeeBh
26 Followers 769 Following
ludwig @ludwigABAP
232 Followers 422 Following God’s chosen principal engineer. What is impossible for you is not impossible for me.
ｖｅｇａ @vega_holdings
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Hoofield Von Tusselwo.. @avery_pvp
515 Followers 3K Following We're all going to make it. ☦︎ ia∀/acc🚀 Try to unlock the secrets of the universe that God has laid out like Christmas presents for his children.
Sacha Ichbiah @SachaIchbiah
806 Followers 3K Following Engineering and AI @Polytechnique // Physics PhD // Accelerating logistics ops with AI @getcubeai // [email protected]
signor Abraham @signorabraham
3K Followers 5K Following Of people and markets. researcher @ trendsAf, journo on the road 🛣️
Pascucci @pascucci0x
29 Followers 94 Following self-aware meat bag. the I in me has no self-consistency
Xilo @PandoXiloscient
453 Followers 576 Following The future belongs to benevolent zaibatsu | Increasing global energy consumption | e/λ
Sally Ward-Foxton @sallywf
2K Followers 1K Following Senior Reporter at @eetimes, reporting mainly on AI accelerators.
Dylan Heinkel @dylan_heinkel
1K Followers 4K Following Researching, building, founding, and discovering technology for collective creative experience & reality optimization. Say that 5 times fast.
Jonathan Edwards @JonNichEdwards
88 Followers 289 Following Complexity, systems and cybernetics, causality, AI. Innovation and design theory, entrepreneurship.
Husam GIbreel @HusamGibreel
39 Followers 934 Following
Ratnesh Kumar Sharma @rksiitd
371 Followers 3K Following On a reading challenge. If you have a strong thesis, you may change the world. Founder @aixb_world. Alumnus @DBEBtweeting @iitdelhi.
𝕋𝕠𝕡𝔾𝕦�.. @top_gun0007
111 Followers 601 Following
@unaligned @unaligned
294 Followers 247 Following
prafulk @prafulk
194 Followers 3K Following
w @leon37500405
4 Followers 461 Following
Gabriela Ventsislavov.. @GVentsislavova
41 Followers 661 Following Security engineer & developer, psych student, transhumanist 🤖☕️🐳🧐
Tbobesboobs @tbobesboobs
35 Followers 225 Following
Arthur @timetosheim
92 Followers 505 Following Interested in national security problems https://t.co/5TvqsGlULU
Dumi Konovenski @konovenski
12 Followers 204 Following
AR0575 @ar057562841
6 Followers 562 Following
Sally Ward-Foxton @sallywf
2K Followers 1K Following Senior Reporter at @eetimes, reporting mainly on AI accelerators.
Sharon Goldman @sharongoldman
6K Followers 2K Following Reporter on the AI beat, @FortuneMagazine Formerly @venturebeat [email protected] | Signal: sharongoldman.43 (for news tips only, no pitches)
Ken Yeung @thekenyeung
17K Followers 2K Following Contributing writer for @venturebeat and author of The AI Economy newsletter. Previously, editor at @flipboard and a reporter for @thenextweb.
Anna Goldie @annadgoldie
5K Followers 118 Following Sr. Staff Research Scientist at @GoogleDeepMind | @StanfordNLP. Prev: @AnthropicAI, @MIT.
Soumith Chintala @soumithchintala
186K Followers 883 Following Cofounded and lead @PyTorch at Meta. Also dabble in robotics at NYU. AI is delicious when it is accessible and open-source.
Celesta Capital @CelestaCapital
324 Followers 256 Following Celesta is a global multi-stage venture capital firm, enabling innovators and business builders at the frontiers of deep tech. #deeptech #venturecapital
Sam Duffield @Sam_Duffield
283 Followers 531 Following
rajath @rajathx
324 Followers 562 Following point particle currently exploring phase space @normalcomputing.
Omar Khattab @lateinteraction
11K Followers 2K Following CS PhD candidate @StanfordNLP. 2022 Apple Scholar in AI/ML. Author of ColBERT (https://t.co/2ZtgXoa1np), DSPy (https://t.co/BH7WmMKDXR), & various retrieval & LM systems.
Kaelan Donatella @KaelanDon
307 Followers 598 Following research @NormalComputing. Previously in quantum @MPQlab. Tireless optimist + epistemology amateur 🧐
Dmitri Saberi @dmitri_saberi
54 Followers 76 Following thermodynamic ai @normalcomputing, prev math @stanford
Lingjie @LingjieFengO
126 Followers 131 Following
Teknium (e/λ) @Teknium1
29K Followers 3K Following Cofounder @NousResearch, prev @StabilityAI Github: https://t.co/LZwHTUFwPq HuggingFace: https://t.co/sN2FFU8PVE Support me on Github Sponsors
Max Aifer @MaxAifer
2K Followers 2K Following Theorist @NormalComputing. Thermodynamic computing for energy-efficient AI.
Mengdi Chen @mengdi_en
2K Followers 212 Following 👋 • having fun building stuff @NormalComputing • Ex-Meta (React Core team @reactjs, @reactdevtools)
Antonio Martinez @zaqqwerty_ai
303 Followers 478 Following Co-Founder @NormalComputing | formerly: tensorflow quantum @GoogleQuantumAI, quantum annealing @QuantumIQC, physics @Yale
Matthias T. @matthias_tan1
78 Followers 155 Following Member of Non-Technical Staff @normalcomputing.
Dan @dan_p_simpson
5K Followers 698 Following I do Bayes shit at a start up. And I love it. (Also at [email protected] and fairly obviously views don’t represent etc. )
Phoebe Klett @KlettPhoebe
375 Followers 190 Following ml @normalcomputing, in search of artificial natural kinds
Ary Swaminathan @ArySwami
312 Followers 2K Following product @NormalComputing / prev math + philosophy @ harvard, investor @ firmament
Thomas Ahle @thomasahle
4K Followers 467 Following Head of ML @NormalComputing. Ex @Meta, @BARCdk, @SupWizAI. Tweets mostly about Math, Probability, AI, ML, Algorithms and Randomness.
Michael P. Frank is j.. @MikePFrank
6K Followers 4K Following Reversible computing guru, straight outta Stanford, Microsoft, SRI, MIT, IBM, NASA, UF, & FSU. Here to save the Universe. Opinions expressed are my own. e/acc
Andreas Kirsch 🇮�.. @BlackHC
9K Followers 5K Following Past: 🧑🎓 DPhil @AIMS_oxford @ExeterCollegeOx @UniofOxford (4.5yr) 🧙♂️ RE @DeepMind (1yr) 📺 SWE @Google (3yrs) 🎓 @TU_Muenchen 👤 Fellow @nwspk
David Dohan @dmdohan
8K Followers 1K Following reducing perplexity @openai | past: probabilistic programs, proteins, science & reasoning @ google brain 🧠
Stefan @ 📚🦜 @steve_quantum
2K Followers 590 Following PhD in Quantum Computing | Former IBM PhD Fellow | Building @PaperParrotAI
Dust @dust4ai
7K Followers 41 Following Amplify your team's potential with customizable and secure AI assistants.
elvis @omarsar0
189K Followers 486 Following Building with LLMs @dair_ai • Prev: Meta AI, Galactica LLM, PapersWithCode, Elastic, PhD • Creator of the Prompting Guide (~4M learners)
OpenAI @OpenAI
3.4M Followers 0 Following OpenAI’s mission is to ensure that artificial general intelligence benefits all of humanity. We’re hiring: https://t.co/dJGr6LgzPA
Hsin-Yuan (Robert) Hu.. @RobertHuangHY
6K Followers 248 Following Thinking about how machines could discover new physics in our quantum universe 🎲 🎲 🎲
NicoleYunger Halpern @nicoleyh11
5K Followers 748 Following Theoretical quantum physicist @NIST, @JointQuICS, @UMD_IPST, and @UMDPhysics. Author of Quantum Steampunk: The Physics of Yesterday's Tomorrow @JHUPress.
Zoubin Ghahramani @ZoubinGhahrama1
24K Followers 615 Following VP Research, Google DeepMind, ex-head of Google Brain. Professor at University of Cambridge. Machine Learning Researcher. ex-Chief Scientist & VP of AI, Uber.
Elon Musk @elonmusk
181.6M Followers 585 Following
Alan Aspuru-Guzik @A_Aspuru_Guzik
20K Followers 6K Following [email protected] Prof. @UofT @VectorInst @CIFAR_News AI Chair & Fellow. C150 Chair. @ZapataComputing @KebotixInc @acceleration_c @digital_discovery
Tai-Danae Bradley @math3ma
21K Followers 39 Following Ps. 148 • mathematician at SandboxAQ • blogger at Math3ma • visiting prof at TMU + The Math3ma Institute: @math3ma_inst
Kevin Patrick Murphy @sirbayes
42K Followers 334 Following Research Scientist at Google Brain / Deepmind. Interested in Bayesian Machine Learning.
Eric Schmidt @ericschmidt
2.2M Followers 224 Following Former Executive Chairman & CEO and tweets from Schmidt Foundation
Will Zeng @wjzeng
4K Followers 698 Following quantum ; @quantonation ; @unitaryfund ; Chuang-tzu took up his brush & in a single, instant stroke drew the crab, the most perfect crab ever seen
Compound @CompoundVC
9K Followers 274 Following Compound is a thesis-driven, research-centric investment firm leading seed rounds :: :: What we're currently reading @compoundarxiv
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Timothy Nguyen @IAmTimNguyen
7K Followers 414 Following Machine learning researcher at @GoogleDeepMind, mathematician, quantum physicist. Host of The Cartesian Cafe podcast. All opinions are my own.
Gavin Crooks @gavincrooks
2K Followers 601 Following Bespoke research on stochastic thermodynamics, quantum & thermodynamic computing, and the physics of information.
Marc Andreessen 🇺�.. @pmarca
1.4M Followers 24K Following Techno-optimist. E/acc. Technology brother. Move Fast and Make Things. p(Doom) = 0; p(“1984”) = not 0.
Shaun Maguire @shaunmmaguire
74K Followers 1K Following Partner @sequoia // @caltech physics PhD // quantum space crypto security (it's a niche but high impact field)
@Ethan_smith_20 @NormalComputing Yes totally agree. The folks at @NormalComputing are doing a good job trying to educate. @MaxAifer has some nice X spaces. You should also watch videos by @ColesThermoAI and @gavincrooks Will say, it would be nice to have a free edx-like course offered by them,🤔.
@NormalComputing @Ethan_smith_20 this is golden, thanks for sharing!
Thrilled to announce that (1) I've successfully defended my PhD thesis, "Improving Deep Learning with Probabilistic Approaches," which I'll share once corrections are done, and (2) Today I started my dream job as a research scientist @GoogleDeepMind! Excited for the future! 🥳
after reading a number of different sources on thermodynamic computing, both this paper and this blog post by @NormalComputing have given the most concrete tangible understanding of what it looks like in practice.
imagine thinking this will be the pinnacle of civilization. pax americana isn't going anywhere, get ready for another century of domination 😘 🇺🇸
most Americans know they live in a dying empire but do they know another is being born?
@ajratner Couldn't agree more! I'd just add that datasets are largely abstracted out too. Developing them should be programmatic, a key lesson from Snorkel, and multi-stage. The program solving the task and evaluating outputs *is* the program synthesizing data. Nothing displaces code!
Dropout-based uncertainty quantification methods received a lot of undue attention when they were introduced in 2017, but are now recognized as one of the least effective methods for delivering reliable probabilistic predictions. Below are results from using dropout based…
I’m looking forward to the tens of thousands of PEFT’ed Llama-3 70B and 400B models with various new superpowers that will be created and released by the community.
Fun fact: only 2% of the Australian population lives in the yellow area. 98% live in the white area.
And the gradients were often hard to ever see. Now, maybe there are some ways around this, one could imagine for instance if you don’t care about coherence doing some sort of continuous weak measurement on various parity checks and local values to get time averages or something
birthdays, in order 0 y/o: birth day 5 y/o: garments, vibes 10 y/o: gamestop gift cards, pokemon 15 y/o: nice dinner, pizza lunch 20 y/o: handle of whiskey, hangover 25 y/o: divine technical revelation, salvation (?)
can you copyright a probability distribution
@AfterDaylight @AlexAlarga Suppose the crackpot inventor manages to also compress some data into a statistical model; does that make their claims of creating machines with the power of a god or demon ANY more plausible at all? 🙄 People are losing their frickin minds over a piece of big data software
The classic resolution to Maxwell’s demon is that the computations the demon do produce entropy offsetting any decrease in entropy. Can the demon can learn to do its job more efficiently? Maybe worth studying “neural Maxwell’s demon” that considers the thermal cost of learning.
After a longer and more careful read of blog.normalcomputing.ai/posts/2023-09-… I wonder if this is what RAG 2.0 looks like. Went all the way back to "Memory Models" to get the full picture.
@isaacbmiller1 @bllchmbrs My advice to people has always been: if <any particular library> seems like it’s giving you what you need and you’re not fundamentally blocked in what you can build, there’s not much reason to consider DSPy except for learning/growth. If DSPy is a good fit, nothing else will do.
@PreonStar99 @VaireHQ @NormalComputing Not really… Normal’s approach is stochastic; whereas reversible computing is more about making deterministic digital computing much more energy efficient
@MikePFrank @VaireHQ Wow somewhat similar to @NormalComputing
I have a big announcement. I have decided to go all-in on the effort to commercialize reversible computing. It’s now or never! To this end, I will be leaving my present position and joining Vaire Computing (@VaireHQ) in a Senior Scientist role to assist in their R&D efforts. 🚀
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