James Bradbury @jekbradbury
Compute at @AnthropicAI! Previously JAX, TPUs, and LLMs at Google, MetaMind/@SFResearch, @Stanford Linguistics, @Caixin. Joined October 2012-
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My goofy talk about Vesuvius Challenge at the Getty Villa a few weeks ago, maybe you enjoy: youtu.be/uPefxeXfssA?si…
ok wow I have wanted a reporter to write about this for YEARS theverge.com/c/24070570/int…
Fiction is often the best way to visualize possible futures. Here’s my latest story, which explores what it might look like for AIs to design and build advanced nanotechnology.
Fiction is often the best way to visualize possible futures. Here’s my latest story, which explores what it might look like for AIs to design and build advanced nanotechnology.
We showed that LLM agents can autonomously hack mock websites, but can they exploit real-world vulnerabilities? We show that GPT-4 is capable of real-world exploits, where other models and open-source vulnerability scanners fail. Paper: arxiv.org/abs/2404.08144 1/7
We showed that LLM agents can autonomously hack mock websites, but can they exploit real-world vulnerabilities? We show that GPT-4 is capable of real-world exploits, where other models and open-source vulnerability scanners fail. Paper: arxiv.org/abs/2404.08144 1/7
I’m super excited to release our 100+ page collaborative agenda - led by @usmananwar391 - on “Foundational Challenges In Assuring Alignment and Safety of LLMs” alongside 35+ co-authors from NLP, ML, and AI Safety communities! Some highlights below...
With the three biggest investments in TSMC, Intel, and Samsung now announced and successfully getting good investment promises in return, we should turn to clearing the hurdles for catalyzing this industry: permitting reform + high skilled immigration. eig.org/chipmakers-vis…
- Opus can operate as a Turing machine. - given only existing tapes, it learns the rules and computes new sequences correctly. - 100% accurate over 500+ 24-step solutions (more tests running). - for 100% at 24 steps, the input tapes weigh 30k tokens*. - GPT-4 cannot do this.
BREAKING: Iran launches attack against Israel using dozens of drones, four U.S. and Israeli officials told me
Spent the last few weeks working on this blog! When I first read the Ring Attention paper, I kind of get the concept yet not really. Diving into the details from the math to compute was incredibly rewarding for our understanding, and hope it be a fun read for you too!
Spent the last few weeks working on this blog! When I first read the Ring Attention paper, I kind of get the concept yet not really. Diving into the details from the math to compute was incredibly rewarding for our understanding, and hope it be a fun read for you too!
Interesting watch. In an official Devin demo, Devin spent six hours writing buggy code and fixing its buggy code when it could have just ran the two commands in the repo's README.
Interesting watch. In an official Devin demo, Devin spent six hours writing buggy code and fixing its buggy code when it could have just ran the two commands in the repo's README.
like and subscribe to spread the good microbiomes!
like and subscribe to spread the good microbiomes!
Yesterday @AnthropicAI launched a tool use beta! Here's an example of something I built with it: a customer service bot that can actually resolve your issue! Looking forward to seeing what else people build! docs.anthropic.com/claude/docs/to…
Can we understand & edit unanticipated mechanisms in LMs? We introduce sparse feature circuits, & use them to explain LM behaviors, discover & fix LM bugs, & build an automated interpretability pipeline! Preprint w/ @can_rager, @ericjmichaud_, @boknilev, @davidbau, @amuuueller
I don't have a news reporting job _DMs are open_ so I'll just tweet that three NATO/EU intelligence/security officials confirm this story as 'clearly the case' on background. and they've been tracking/monitoring data sets for months. 972mag.com/lavender-ai-is…
I've been dying to shill this harder for six months, and now that Anthropic API is GA, I finally can... The Prompt Engineering Interactive Tutorial! docs.google.com/spreadsheets/d… For my money, the single best & most fun way to learn prompting. Share it with the SME/DS in your life!
Here's Claude 3 Haiku running at >200 tokens/s (>2x as fast as prod)! We've been working on capacity optimizations but we can have fun testing those as speed optimizations via overly-costly low batch size. Come work with me at Anthropic on things like this, more info in thread 🧵
New Anthropic research paper: Many-shot jailbreaking. We study a long-context jailbreaking technique that is effective on most large language models, including those developed by Anthropic and many of our peers. Read our blog post and the paper here: anthropic.com/research/many-…
The Second Staircase Rules impact assessment is out. Benefits (net present value): £9.1 million Costs: £2.68 BILLION So the govt's own cost-benefit analysis says the costs of these rules would be *294* times greater than the benefits.
Announcing first end-to-end production of pipeline grade natural gas from sunlight and air.
V good essay on the stunningly successful Bukele crackdown on gangs in El Salvador, which had a murder rate of 107 per 100,000 in 2015 and was at 5.5 per 100,000 last year. I’d wanted to read something like this for a ages. Long but very informative. mattlakeman.org/2024/03/30/not…
Soumith Chintala @soumithchintala
184K Followers 869 Following Cofounded and lead @PyTorch at Meta. Also dabble in robotics at NYU. AI is delicious when it is accessible and open-source.
typedfemale @typedfemale
23K Followers 479 Following a really exciting new account "have you ever though you might be like scott alexander? very smart, but can't do math" - anon
Eric Jang @ericjang11
69K Followers 3K Following physical AGI at 1X. Author of "AI is Good for You" https://t.co/eFg4WXhg0p
Horace He @cHHillee
23K Followers 445 Following Working at the intersection of ML and Systems @ PyTorch "My learning style is Horace twitter threads" - @typedfemale
(((ل()(ل() 'yoav))).. @yoavgo
46K Followers 2K Following
Lucas Beyer (bl16) @giffmana
56K Followers 443 Following Researcher (Google DeepMind/Brain in Zürich, ex-RWTH Aachen), Gamer, Hacker, Belgian. Mostly gave up trying mastodon as [email protected]
Delip Rao e/σ @deliprao
46K Followers 5K Following Busy inventing the shipwreck. @Penn. Past: @johnshopkins, @UCSC, @Amazon, @Twitter ||Art: #NLProc, Vision, Speech, #DeepLearning || Life: 道元, improv, running 🌈
rohan anil @_arohan_
12K Followers 2K Following Principal Engineer, @GoogleDeepMind Gemini. prev PaLM-2. Tinkering with optimization and distributed systems. opinions are my own.
Rosanne Liu @savvyRL
32K Followers 965 Following Cofounded & running @ml_collective. Host of Deep Learning Classics & Trends. Research at Google DeepMind. DEI/DIA Chair of ICLR & NeurIPS. Writing https://t.co/IbycyGfnDR
👩💻 Paige Bai.. @DynamicWebPaige
59K Followers 2K Following ✨Keep it simple, make it scale. AI should be about empowering people, building understanding, & making dreams realities. 👩💻GenAI @GoogleDeepMind ex-@GitHub
Miles Brundage @Miles_Brundage
43K Followers 10K Following Policy research at @openai. I mostly tweet about AI, animals, and sci-fi. He/him. Views my own.
Sasha Rush @srush_nlp
51K Followers 463 Following Professor, Programmer in NYC. Cornell Tech, Hugging Face 🤗 https://t.co/cZl0wTfqGz
Jeff Dean (@🏡) @JeffDean
295K Followers 6K Following Chief Scientist, Google DeepMind and Google Research. Co-designer/implementor of things like @TensorFlow, MapReduce, Bigtable, Spanner, Gemini .. (he/him)
Richard Socher @RichardSocher
101K Followers 966 Following CEO @youSearchEngine Investing at @aixventuresHQ Before: Stanford Adj Prof in AI/NLP, Chief Scientist at Salesforce, MetaMind
Tim Dettmers @Tim_Dettmers
28K Followers 819 Following PhD Student at @UW. I blog about deep learning and PhD life at https://t.co/Y78KDJJFE7.
Sander Dieleman @sedielem
50K Followers 2K Following Research Scientist at Google DeepMind. I tweet about deep learning (research + software), music, generative models (personal account).
Sara Hooker @sarahookr
39K Followers 7K Following I lead @CohereForAI. Formerly Research @Google Brain @GoogleDeepmind. ML Efficiency at scale, LLMs, @trustworthy_ml. Changing spaces where breakthroughs happen.
Sam Bowman @sleepinyourhat
35K Followers 3K Following AI alignment + LLMs at NYU & Anthropic. Views not employers'. No relation to @s8mb. I think you should join @givingwhatwecan.
Thiyagarajan Maruthav.. @mtrajan
5K Followers 760 Following Managing Partner @UpekkhaBe, AI SaaS Accelerator for Indian founders building global software brands
Blaze (Balázs Galamb.. @gblazex
1K Followers 928 Following A Smooth Guy; Developer of SmoothScroll for macOS, Windows & Google Chrome.
Kunal Vankadara @KunalVankadara
2 Followers 37 Following
Deeptej More @Deepu_learning
73 Followers 1K Following Artificial Intelligence @NorthwesternU | prev @iitbombay, @ISBedu | Computer Vision | Meta Learning | Self Supervision
Martin Shkreli (e/acc.. @MartinShkreli
164K Followers 2K Following https://t.co/lzin5ByH0t [email protected] https://t.co/oMIiyJcIzk https://t.co/DuU6MMqcgQ
名里有L @L182357619263
20 Followers 435 Following
Max Enis @maxim_enis
0 Followers 35 Following
Kilian Haefeli @khshind
209 Followers 313 Following Exploring crevasses of Deep Learning at ETH Zurich & UofT | Previously: @Aleph__Alpha, @Logitech, and exfounder at Airica
ララどり f/acc @presklux49
133 Followers 545 Following ISTP-T / シンギュラリティを考え続ける思想系のフクロウ 大事なことワクワクすることも口にくわえて運んでまいります ラララ～と歌って暮らせる未来を願います
mark Joel @Markjoel__
32 Followers 419 Following I made medicine sick , https://t.co/iFrMzRTAZs,ta chart, consultant,meme.$100k trading competition,i help beginners to earn $10k every month , join us
Vikram Dutt @vd_
774 Followers 6K Following
OnceABeginner @Woodsos
15 Followers 73 Following
Shiraz Sohail @shirazsohail_
82 Followers 1K Following
Idk @whatisalzimer
70 Followers 280 Following
vibha @vibhamasti
476 Followers 1K Following she/her. Master’s @LTIatCMU. Prev: ML @ Apple India. Bachelor’s @PESUniversity. Not a professional account.
JamesLaudon @JamesLaudon
85 Followers 57 Following Husband. Father. Engineering Director. Science & book nerd. Lifelong hockey player. Grew up in small town USA. Adult life lived in Madison,SF Bay Area, Boulder.
Fènjìn @oksanguibyeol
0 Followers 103 Following
Mithilesh Vaidya @methi1999
197 Followers 1K Following MS CS@GeorgiaTech, prev. EE@IITB. Tennis, cats, hot chocolate and machine learning.
raj das @rajdas1947790
13 Followers 213 Following
Jon @ZodEnjoyer
14 Followers 216 Following
Yang Zhang @yaaang
3K Followers 426 Following Building @plasmicapp. Previously @MIT_CSAIL, @Google, @MSFTResearch, @InferInc.
Yannis Zarkadas @yanniszark
191 Followers 902 Following PhD Student @Columbia and Student Researcher @google - Computer systems and eBPF Prev. Software Engineer @Arrikto. Open source @kubeflow, @rook_io, @ScyllaDB.
Xyzzy @humanliketech
150 Followers 351 Following Tech Dad-joke aficionado | Ontology Designer & Test Sled | Inventor, Continuum of Human Behavior cognitive model Oct. '23.
Faust @Fauster578
3 Followers 49 Following
T - e/acc @Toooommiiiiiii
593 Followers 4K Following
Will Held @WilliamBarrHeld
1K Followers 773 Following Modeling Linguistic Variation for Inclusive NLP ML PhD w/ @Diyi_Yang at @MLatGT/@StanfordNLP Alum @NYUAbuDhabi @Sunshine @GoogleAI @AIatMeta Burqueño he/him
Krishna @krish240574
42 Followers 894 Following World traveller and poet at heart, code hacker by choice, expert chef by hobby !
Joshua AC @joshuaac0716
10 Followers 50 Following
Aniket Maurya @aniketmaurya
2K Followers 1K Following · Building AGI @LightningAI ⚡️ · London 🇬🇧 ↔ Bengaluru 🇮🇳 · opinions my own 🙏
Ajron @Ajron70316790
27 Followers 555 Following
PROJECT.V Co.,Ltd. @CoProjectv
265 Followers 2K Following ◆ Exhibition booth design and construction [email protected]
Gregory Donald @ardeemontillano
40 Followers 1K Following International Trade Adviser l Forex Tutor l Market Analyst l Investment Analyst l Account Manager l Financial Specialist l
Andrew Siah @theandrewsiah
170 Followers 650 Following Working with kind, curious and smart people on cutting edge problems. And petting many dogs in the process. @Columbia
Zac Kenton @ZacKenton1
1K Followers 1K Following Research Scientist in AI safety at DeepMind. Views are my own and don't represent DeepMind.
Soumith Chintala @soumithchintala
184K Followers 869 Following Cofounded and lead @PyTorch at Meta. Also dabble in robotics at NYU. AI is delicious when it is accessible and open-source.
typedfemale @typedfemale
23K Followers 479 Following a really exciting new account "have you ever though you might be like scott alexander? very smart, but can't do math" - anon
Eric Jang @ericjang11
69K Followers 3K Following physical AGI at 1X. Author of "AI is Good for You" https://t.co/eFg4WXhg0p
Horace He @cHHillee
23K Followers 445 Following Working at the intersection of ML and Systems @ PyTorch "My learning style is Horace twitter threads" - @typedfemale
(((ل()(ل() 'yoav))).. @yoavgo
46K Followers 2K Following
Lucas Beyer (bl16) @giffmana
56K Followers 443 Following Researcher (Google DeepMind/Brain in Zürich, ex-RWTH Aachen), Gamer, Hacker, Belgian. Mostly gave up trying mastodon as [email protected]
Delip Rao e/σ @deliprao
46K Followers 5K Following Busy inventing the shipwreck. @Penn. Past: @johnshopkins, @UCSC, @Amazon, @Twitter ||Art: #NLProc, Vision, Speech, #DeepLearning || Life: 道元, improv, running 🌈
Percy Liang @percyliang
49K Followers 408 Following Associate Professor in computer science @Stanford @StanfordHAI @StanfordCRFM @StanfordAILab @stanfordnlp | cofounder @togethercompute | Pianist
rohan anil @_arohan_
12K Followers 2K Following Principal Engineer, @GoogleDeepMind Gemini. prev PaLM-2. Tinkering with optimization and distributed systems. opinions are my own.
Rosanne Liu @savvyRL
32K Followers 965 Following Cofounded & running @ml_collective. Host of Deep Learning Classics & Trends. Research at Google DeepMind. DEI/DIA Chair of ICLR & NeurIPS. Writing https://t.co/IbycyGfnDR
👩💻 Paige Bai.. @DynamicWebPaige
59K Followers 2K Following ✨Keep it simple, make it scale. AI should be about empowering people, building understanding, & making dreams realities. 👩💻GenAI @GoogleDeepMind ex-@GitHub
Yi Tay @YiTayML
28K Followers 97 Following Chief scientist & Co-founder @RekaAILabs past: Research Scientist @Google Brain 🧠 currently learning to be a dad 🍼👶
David Pfau @pfau
22K Followers 1K Following Knowledge manifests itself in radiant dreams that shimmer like the wild sun Views are my own pfau at sigmoid dot social on 🦣 https://t.co/xqtVHHVI17 on 🦋
Anthropic @AnthropicAI
259K Followers 26 Following We're an AI safety and research company that builds reliable, interpretable, and steerable AI systems. Talk to our AI assistant Claude at https://t.co/aRbQ97uk4d.
Miles Brundage @Miles_Brundage
43K Followers 10K Following Policy research at @openai. I mostly tweet about AI, animals, and sci-fi. He/him. Views my own.
Sasha Rush @srush_nlp
51K Followers 463 Following Professor, Programmer in NYC. Cornell Tech, Hugging Face 🤗 https://t.co/cZl0wTfqGz
Jeff Dean (@🏡) @JeffDean
295K Followers 6K Following Chief Scientist, Google DeepMind and Google Research. Co-designer/implementor of things like @TensorFlow, MapReduce, Bigtable, Spanner, Gemini .. (he/him)
Daniel Szeligowski @dszeligowski
17K Followers 406 Following Head of Eastern Europe Programme & Senior Research Fellow on Ukraine, Polish Institute of International Affairs @PISM_Poland
Nathan Godey @nthngdy
516 Followers 839 Following 3rd year PhD student @InriaParisNLP Working on the representations of language models, architectures, and pretraining methods
Reka @RekaAILabs
10K Followers 13 Following An AI research and product company 🌟. We are a team of scientists and engineers building state-of-the-art multimodal language models 🪄.
Jade @Euclaise_
2K Followers 347 Following ⋅ Video game statistician ⋅ Soclib cyberanarchist? ⋅ C, Plan 9, LLMs, etc ⋅ Researcher w/ @NousResearch ⋅ she/they
Elbridge Colby @ElbridgeColby
62K Followers 4K Following Principal, Marathon Initiative. Former Pentagon, 2018 National Defense Strategy, inter alia. Author of Strategy of Denial. Views my own.
Colin Carroll @colindcarroll
3K Followers 903 Following Software engineer @Google. Interested in Python, math, and machine learning. Not opposed to hiking, running, and biking. PyMC3 + ArviZ developer. he/his.
Thomas Zurbuchen @Dr_ThomasZ
115K Followers 682 Following Prof and Director ETHZ|Space. Explorer, Innovator, Speaker, Searcher. NASA’s Former and Longest Continually Serving Head of Science.
Sachin Goyal @goyalsachin007
760 Followers 714 Following PhD student @ CMU MLD || Microsoft Research || UG @ IIT Bombay
Federico Simionato @fedesimio
3K Followers 416 Following product lead, evernote at @bendingspoons • entrepreneur • dropout 🧗🏿♂️
adammaj @MajmudarAdam
6K Followers 201 Following founding engineer @thirdweb // cs + neuro (on gap) @Penn
Vaibhav Adlakha @vaibhav_adlakha
618 Followers 952 Following PhD candidate @MILAMontreal and @mcgillu | RA @iitdelhi | Maths & CS undegrad from @IITGuwahati Interested in #NLProc
Aleksandr Sviridov @_sviridov_
987 Followers 106 Following Longevity activist and software engineering lead. CTO at @GeroSense. Co-Founder of @SayForeverOrg.
Kavin Karthik @KavinIK
1K Followers 1K Following Member of Technical Staff at OpenAI. Ex - Google and IIT Madras Alum
Lama Saouma @LamaSaouma
81 Followers 455 Following AI Governance, Trust and Safety | previously @GPAI_PMIA @TorontoSRI @Mila_Quebec @ETH_Zurich @Accenture
Jenny G. Shao @JennyGShao
2K Followers 652 Following Freelance Multimedia Video Journalist🎥 | Community Advocate | Politics, News & ⚖️ Junkie. RT≠ Endorsements.🎞📸ALL RIGHTS RESERVED. Opinions mine.
Hersh Desai @Hersh_Desai
4K Followers 723 Following Currently investing in startups with @natfriedman + @danielgross; run @aigrant_ and the Andromeda Cluster; stan dogs and warm carbs & cheese
Yixin Wan @yixin_wan_
1K Followers 846 Following PhD student @UCLAComSci | Trustworthy Generative Models | Previously @AmazonScience, @MSFTResearch Asia
Stanley H. Chan @stanley_h_chan
7K Followers 137 Following Professor | computational imaging | machine learning | Purdue ECE
Leila Clark @leilavclark
416 Followers 346 Following sunny apartment enjoyer. occasional coder. longer thoughts at https://t.co/v85nsulPQR. Deep work tracker at https://t.co/sk8Uy0tFle.
Yuval Abraham יוב�.. @yuval_abraham
48K Followers 687 Following עיתונאי בשיחה מקומית, לרוב בגדה Journalist, 972 Magazine
Sarah Tavel @sarahtavel
47K Followers 1K Following GP at @Benchmark. Student of escaping competition. Formerly product @pinterest. Ball and chain for @cklemke and 🧒🏻👶🏻.
Craig Citro @craigcitro
1K Followers 237 Following i like math and puns | research engineer @anthropicai; previously: @GoogleColab, Google Bigquery, @sagemath, number theorist
Hamish Kerr @hamish_kerr
330 Followers 359 Following 🇦🇺 Animal fact connoisseur. Works at Anthropic. Prev: Head of product @ Hadrian; @Stripe
K Sadov @cherrvak
421 Followers 1K Following Had this cat, along with the soul of a lamb, the ambitions of a human being?
Peter Miller @tgof137
1K Followers 234 Following
Aaron Defazio @aaron_defazio
6K Followers 352 Following Research Scientist at Meta working on optimization. Fundamental AI Research (FAIR) team
Junyang Lin @JustinLin610
4K Followers 1K Following Chief Evangelist Officer of Qwen Team & OpenDevin, building LLM and LMM. Now @Alibaba_Qwen . Previously @PKU1898 LANCO group. ❤️ 🍵 ☕️ 🍷 🥃
Daniel Han @danielhanchen
7K Followers 924 Following Building @UnslothAI. Finetune LLMs 30x faster https://t.co/aRyAAgKOR7. Prev ML at NVIDIA. Hyperlearn used by NASA. I like maths, making code go fast
International Dialogu.. @ais_dialogues
149 Followers 0 Following
Cognition @cognition_labs
123K Followers 19 Following Makers of Devin, the first AI software engineer. We are an applied AI lab focused on reasoning, and code is just the beginning. Join us: https://t.co/tpfZwEwGiq
Lulu Cheng Meservey @lulumeservey
79K Followers 2K Following “Meservey isn’t your typical flack.” -The Information. Founder of ROSTRA. Ex-Activision and Substack. TrailRunner cofounder. Writing https://t.co/4xKo7wQTQo
MatX @MatXComputing
851 Followers 30 Following MatX designs hardware tailored for the world’s best AI models: We dedicate every transistor to maximizing performance for large models. Join us: https://t.co/E3XexKHUSM
Steve Jurvetson @FutureJurvetson
66K Followers 69 Following Co-founder of Future Ventures and DFJ, supporting passionate founders to forge a better future. Early VC investor in Tesla, SpaceX, Planet, Commonwealth Fusion.
Noland Arbaugh @ModdedQuad
87K Followers 13 Following P1. Cyborg. Neuralnaut. Skynet Progenitor. Taurus.
Mike Lambert @MongoMike
155 Followers 509 Following Dancer. Software Engineer. Currently: Anthropic. Previously: Lyft Bikes & Scooters, DanceDeets, Google, YouTube.
Mihir Patel @mvpatel2000
3K Followers 382 Following Research Engineer @MosaicML | cs, math bs/ms @Stanford
Pierre-Luc @dallairedemers
2K Followers 636 Following Founder & CEO @pauli_group. pldd.eth Quantum physics, AI, blockchains and society.
Stephanie Bell @the_sbell
304 Followers 1K Following Senior Research Scientist on AI, Labor & Economy with the Shared Prosperity Initiative at @partnershipai all views my own.
William Farris @wafarris
3K Followers 198 Following Translator "State Prosecutions of Speech in the PRC." Alum: Grinnell, Stanford Law, Latham & Watkins, CECC. Ex: SF, HK, DC, BJ. Now: In-house lawyer, Taipei.
Yevardiaղ @haravayin_hogh
1K Followers 138 Following Ismaili Crypto-Zoroastrian. Mostly bookposting.
Hmmm, I have a feeling this plot might need an overhaul rather soon🤣. I guess phi-2 was the lower left part of the triangle. I wonder what those guys have been up to in the last 6 months? 🤔
Wow, bit of a surprise to wake up to this. It is very gratifying to read a CFPB order that mirrors the language of my very first reporting on the issue. I remember realizing suddenly one day that all the pieces necessary to publish were within reach. Felt like the eye of history
Code assistant models make so much sense for IBM There is a lot of COBOL code, but the devs rapidly disappearing + soaring competition for them Noone else has special access to this existing code in volume besides IBM Huge competitive advantage for boomer mainframe code models
Why is IBM trying to compete in code assistant market. Zero competitive advantage. No dev mindshare.
So it finally happened
Google just announced internally that 28 employees have been fired in connection with sit-in office protests this week over the company's cloud contract with Israel. Follows 9 employees being arrested yesterday. Full memo to Google employees warns that "if you’re one of the few…
Big moment: Batteries all built in just the last 3 years were providing 3 Diablo Canyons worth of power last night, and were the main source for the CA grid. (DC is the West coast’s last large nuke, irreplaceable in decades, with replacement cost easily in the 10s of billions)
Two things happened on the @California_ISO grid last night. 1) Battery storage discharge went over 6GW for the first time AND 2) Batteries were the largest source of supply.
We studied In-Context learning with hundreds to thousands of examples. My favorite example: I sent *one million* tokens to Gemini 1.5 Pro for linear classification with 64 dimensional integer-valued vectors and many-shot learning performs similarly to k-Nearest Neighbours.
super interesting design. Love the heads. I'm puzzled by the very deliberate choice of high range-of-motion joints. What is that used for? Are there tasks / environments for which superhuman ROM is critical?
We promise this is not a person in a bodysuit. bit.ly/3w5XRvH
Nice analysis. I think this resolves why approach 3 didn't match 1 & 2. Also I am seeing people share this paper and suggest this is proves scaling laws don't exist. My take on their findings: now 3 out of 3 approaches are in agreement instead of 2 out of 3.
The Chinchilla scaling paper by Hoffmann et al. has been highly influential in the language modeling community. We tried to replicate a key part of their work and discovered discrepancies. Here's what we found. (1/9)
remember RIP Medical Debt? they got tons of press for paying off people's health care debts a giant randomized study found it didn't actually help “The idea that maybe we could get rid of medical debt, and it wouldn’t cost that much money but it would make a big difference, was…
I agree with the letter of this but don't resonate with its implicit vibe. "Superhuman AI won't be built next year and won't just be an autoregressive LLM" != "It's far away and people sounding the alarm should chill out." 🧵
There is no question that AI will eventually reach and surpass human intelligence in all domains. But it won't happen next year. And it won't happen with the kind of Auto-Regressive LLMs currently in fashion (although they may constitute a component of it).…
This is a massive discrepancy - over 45 TWh of "missing" generation betweenChinese power generation stats and the power consumption stats. I asked around and found the answer - but it was also something I wasn't aware of myself, so I learned something in the process... Short 🧵
Weird power stats out of China in March. Electricity generation was up 2.8% to 748 twh But electricity consumption was up 7.4% to 794 twh Generation data doesn't capture distributed generation, so it always misses rooftop solar, but that is a LOT of rooftop solar to miss ...
p.s. I think it's like this because of the (probably correct) assumption that for most industrial output, players with less than 20M revenue are just too small and insignificant to matter that much. But like, HALF of China's solar capacity is small-scale, distributed solar.
my version would have stuff like: "empathy", "the first law of robotics", "libertarian ideals" in the outer bubble - really show the reader what's at stake
seems Opus can simulate any of the 256 elementary automata. won't be ready until tomorrow
“nature has never produced a wheel” heads btfo’d
My grandfather built motors that powered big machines. In a lab not so different from his workshop, my colleagues and I uncovered the assembly of the bacterial motor. Today, this discovery has been published in @NatureMicrobiol #MolecularNodes #Discovery nature.com/articles/s4156…
Electricity needed to produce 1 ton of... Refined aluminum at smelter: 12,000-17,000 kWh Graphite negative electrode material via graphitization: 14,000 kWh Solar polysilicon wafers (ingot-pulling + wafer slicing only): ~66,129 kWh CO2 intensity in solar supply chain matters!
I'm still sort of dizzy. Lambda School was the first piece of "real" reporting I took on, mostly because I couldn't get a more experienced journalist to tackle it. I spent an absurd amount of time sourcing. I think I always knew it would lead to something but I never knew what.
Just had another 7 perfect drives in a row on 12.3.4. For the first time I actually feel like a passenger and not the driver/supervisor. I honestly think it drives better than many humans. The way it pulls into the shoulder to make the right turn…🤯👌🥹
viridis
continuous colour scheme socks 🥰 gonna do cool and plasma next
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