andrew ilachinski @AI_ilachinski
I straddle two worlds: one grounded in science (complexity/AI), the other, in art (photography). This page is focused on the more scientific pursuits. cna.org/news/AI-Podcast Northern VA Joined November 2017-
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Google presents Capabilities of Gemini Models in Medicine Excellence in a wide variety of medical applications poses considerable challenges for AI, requiring advanced reasoning, access to up-to-date medical knowledge and understanding of complex multimodal data.
Complexity, Artificial Life, and Artificial Intelligence sco.lt/4trAxs
The 2024 US Robotics Roadmap is out. Check out the perspective and recommendations at hichristensen.com/pdf/roadmap-20…
Our paper “Human Control of AI Systems: from Supervision to Teaming” is freely available @SSRN papers.ssrn.com/sol3/papers.cf…
Introducing The Hallucinations Leaderboard! 🚀 An open effort to measure the LLMs’ tendency to generate hallucinations across various tasks, like open-domain QA, instruction following, and summarisation! 🧵1/N 📄Paper:arxiv.org/abs/2404.05904 🤗Leaderboard:huggingface.co/spaces/halluci…
The origins of meaning – from pragmatic control signals to semantic representations osf.io/preprints/psya… - in which I argue that it is more helpful to think of meaning as being evoked by patterns, than "contained" in "vehicles"
This morning the Department of Homeland Security announced the establishment of the Artificial Intelligence Safety and Security Board. The 22 inaugural members include Sam Altman, Dario Amodei, Jensen Huang, Satya Nadella, Sundar Pichai and many others.
No one is talking about this major LLM from China. 2 days ago, SenseTime launched SenseNova 5.0, which according to the report (translated from Chinese): - Beats GPT-4T on nearly all benchmarks - Has a 200k context window - Is trained on more than 10TB tokens - Has major…
Our most complex biologic system—immunity—is reviewed in 3 new @CellCellPress papers, open-access Adaptive cell.com/cell/fulltext/… Innate cell.com/cell/fulltext/… New insights cell.com/cell/fulltext/… @RMedzhitov
Just published Our review article of all the medical #AI randomized controlled trials @LancetDigitalH thelancet.com/journals/landi… Ryan Han @jn_acosta @pranavrajpurkar
📜 New paper unpacking Google DeepMind’s approach to safety evals for advanced AI models, with lessons learned to support the advancement of similar efforts by other actors in this space. Covers foresight, evaluation design, and the wider ecosystem. arxiv.org/abs/2404.14068
🚨BREAKING: New bipartisan AI bill introduced in the US: the Future of AI Innovation Act. What you need to know: ➡️According to the official release, the Future of AI Innovation Act: ➵ authorizes the NIST AI Safety Institute to develop AI standards; ➵ creates new AI testbeds…
Graph Machine Learning in the Era of LLMs Provides a comprehensive overview of the latest advancements for Graph ML in the era of LLMs. Covers the recent developments in Graph ML, how LLM can enhance graph features, and how it can address issues such as OOD and graph…
Scientists declare 'realistic possibility' of consciousness in animals including reptiles, fish, and insects. They urge considering this in decisions affecting these animals and call for more research. 🐝🐠🐊🐙 My latest story in @Nature: nature.com/articles/d4158…
🔮 New Google DeepMind paper exploring what persuasion and manipulation in the context of language models. 👀 Existing safeguard approaches often focus on harmful outcomes of persuasion. This research argues for a deeper examination of the process of AI persuasion itself to…
Self-Evolution of LLMs Provides a comprehensive survey on self-evolution approaches in LLMs. I often get asked what's next for LLMs? I think it might be self-evolution or something closely related to this emerging paradigm. There is still a lot to solve if you look…
Published in Nature Machine Intelligence today, our new article explores the trade-offs of personalised alignment in large language models ⚖️ Personalisation has potential to democratise decisions over how LLMs behave, but brings its own set of risks... nature.com/articles/s4225…
Brain-To-Text Competition 2024 This is the most fascinating BCI competition yet, organized by Stanford. Everyone has time to develop the world's best brain-to-speech decoder! Deadline: June 2, 2024 Task: Predict attempted speech from brain activity. Dataset: They've…
State Space Model for New-Generation Network Alternative to Transformers: A Survey Cool! There is actually a survey paper on state space models. Transformers still rule strong. But I get the feeling that huge progress and excitement are being built around new alternatives.…
True Context Capabilities of Leading LLMs ✨ Findings from a recent benchmark (RULER) that cuts through the noise. Paper "RULER: What's the Real Context Size of Your Long-Context Language Models?" ------ What’s the RULER Benchmark? Developed by NVIDIA, RULER is a benchmark…
Mick Ryan, AM @WarintheFuture
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43K Followers 10K Following Policy research at @openai. I mostly tweet about AI, animals, and sci-fi. He/him. Views my own.Erik Hoel @erikphoel
18K Followers 3K Following Scientist and author. Better on Substack than Twitter. https://t.co/CKyLzw5bHKNataliya Polyakova @tala201677
2K Followers 3K Following AI • AIethics • DataScience • BigData • Not an Expert • Infographic • leadershipDagmar Monett @dmonett
8K Followers 3K Following Prof Dr Computer Science—Artificial Intelligence, Software Engineering, AI ethics—Head of #CS Dept, Co-Director https://t.co/B7kXgCwcuG. Read me on Linked+In.Antoine Bousquet @AJBousquet
3K Followers 766 Following Martial Empiricist | Author of 'The Scientific Way of Warfare' (new ed. 2022) & 'The Eye of War' | Currently has nukes on the brain | Swedish Defence UniversityMaaike Verbruggen @M__Verbruggen
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1K Followers 1K Following Once developmental psychology, now philosophy. Alexander von Humboldt postdoc at Human Abilities Berlin; PhD student at Stanford starting Fall 2024Quentin Ruyant @q_ruy
2K Followers 950 Following Postdoc en philosophie des sciences (MSCA) -- Empirisme / pragmatisme -- @[email protected]hippie-store @store_hippie
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5K Followers 2K Following GUWS provides a venue for current and aspiring wargamers to learn more about wargaming and build their professional networks.Thinioez @thinioez65611
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14 Followers 691 FollowingMaxim Raginsky @mraginsky
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1 Followers 119 Following The team is a company that provides short-term investment income in cryptocurrency. With a rigorous plan, you can make $500 to $5,000. Click the link to joinNancey Churchwell @ChurchweNance
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298 Followers 399 Following Physics of Complex Systems, from Statistical Mechanics to Ecology and Neuroscience. Currently a postdoc at @epfl - PhD in Physics at @LIPh_Lab @UniPadovaKristian D'Amato @krisdamato
193 Followers 292 Following PhD student in Philosophy @CBScph Part-time artist, scientist and philosopher. Full-time whinger.Andrew Curran @AndrewCurran_
11K Followers 7K Following Atypically Friendly - I write about AI and human creativity. Will periodically make extremely unusual arguments.Harry Surden @HarrySurden
3K Followers 1K Following Professor, University of Colorado Law School • Associate Director Stanford CodeX Center for Legal Informatics. • Research: AI & Law. Former software engineer.Simone Conradi @S_Conradi
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974 Followers 487 Following Director of the Centre for Policy Modelling (https://t.co/KtR8B4tr9p) and Professor of Social Simulation at the Manchester Met. UniversityMaya C @uapmaya
435 Followers 565 Following Anthropologist studying UAP. Bullish on disclosure. SUAPS instructor for Anthropology and UAP course. DM me for a link to register! 🇨🇦🇺🇲 she/her51K Risk Assessor tel.. @MarkCranfield_
56K Followers 61K Following 10year+ manager of dept controlling £20million risk fund. Legal insurance risk analyst for 26 years. 53yo #BLM 🌈+ ally. 🚫Don't DM meTrevor Callaghan @trevolafoam
826 Followers 1K Following Atari 2600, Christmas 1982. You can probably guess the rest.Paul V DiStefano III @PaulVDiStefano3
250 Followers 431 Following Ph.D. Student in the Cognitive Neuroscience of Creativity Lab at Penn State UniversityRoger Beaty @Roger_Beaty
3K Followers 2K Following Director of the Cognitive Neuroscience of Creativity Lab and Assistant Professor of Psychology at Penn State Universitydan @irl_danB
1K Followers 914 Following building something new, using community curation plus LLMs to help make sense of the world DM for beta invite or sign up here: https://t.co/a86bBAfLG1Hari Subramonyam @HariSubramonyam
2K Followers 1K Following Assistant Professor Stanford GSE and CS (courtesy) | @StanfordHCI | Faculty Fellow @StanfordHAI | Ph.D. @UMSI | HCI+AI+Learning SciencesFrancesco Ellia🎗�.. @Francescoellia
640 Followers 601 Following Philosopher of science, postdoc @unibo; Ph.D. in #consciousness, #neuroscience #philosophy. 🇮🇹🇪🇺🇺🇦🇺🇲🇮🇱 #BringThemAllHomeNow 🎗️noah mac 😵💫 @noahamac
897 Followers 2K Following It’s all related — building an infinite canvas for experimenting with AI models @dreamspace_artTaylor Tennyson @TayloTennys
84 Followers 5K FollowingElon Musk @elonmuskai87
76 Followers 1K Following 🚀 | Spacex - CEO & CTO 🚘 | Tesla -CEO And Product Architect 🗺 | Twitter- CEO 🚅 | Hyperloop - FounderOmer Markovitch @OmerMarkovitch
543 Followers 444 Following Studying the origins of life by borrowing tools and concepts from biology onto chemistryIoana Anastas @io_anast
18 Followers 3K FollowingGary Marcus @GaryMarcus
145K Followers 7K Following “A beacon of clarity”. Spoke at US Senate AI Oversight committee. Founder/CEO Geometric Intelligence (acq. by Uber). Rebooting AI & Taming Silicon Valley.Yann LeCun @ylecun
711K Followers 719 Following Professor at NYU. Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.Paul Scharre @paul_scharre
16K Followers 695 Following Executive Vice President and Director of Studies at CNAS. Author of "Four Battlegrounds: Power in the Age of Artificial Intelligence."François Chollet @fchollet
470K Followers 769 Following Deep learning @google. Creator of Keras. Author of 'Deep Learning with Python'. Opinions are my own.Andrej Karpathy @karpathy
979K Followers 905 Following 🧑🍳. Previously Director of AI @ Tesla, founding team @ OpenAI, CS231n/PhD @ Stanford. I like to train large deep neural nets 🧠🤖💥Dr Emma Salisbury @salisbot
13K Followers 2K Following Naval Iconoclast | Ph.D. (military-industrial complex) | @UKParliament | @WarontheRocks | @TXNatSecReview | @ConGeostrategy | @MOD_DCDC | @wavellroomMick Ryan, AM @WarintheFuture
347K Followers 1K Following Strategist, Leader & Author | Retd Army Major General | Modern & Future war studies | Futura Doctrina substack | @CSIS Fellow | @LowyInstitute | #BannedInRussiaJoscha Bach @Plinz
129K Followers 754 Following FOLLOWS YOU. Artificial Intelligence, Cognitive Architectures, Computation. The goal is integrity, not conformity. https://t.co/rFUNzdYXuKSabine Hossenfelder @skdh
149K Followers 823 Following German Physicist. Author of "Lost in Math" & "Existential Physics". Creator of "Science Without the Gobbledygook". rt's/shares/likes are not endorsementsMelanie Mitchell @MelMitchell1
44K Followers 657 Following Professor, Santa Fe Institute. More thoughts at https://t.co/nC43NHRozX.Google DeepMind @GoogleDeepMind
944K Followers 275 Following We’re a team of scientists, engineers, ethicists and more, committed to solving intelligence, to advance science and benefit humanity.Quanta Magazine @QuantaMagazine
323K Followers 657 Following Illuminating math and science. Supported by @SimonsFdn. 2022 Pulitzer Prize in Explanatory Reporting.War on the Rocks @WarOnTheRocks
168K Followers 918 Following Experience. Conflict. Commentary. Join our community: https://t.co/OtnJ9e6EckUlrike Franke @RikeFranke
77K Followers 10K Following Senior Fellow @ecfr. #Drone politics PhD @UniofOxford, previously @sciencespo. Writes about all things #Germany #Defence. Diskutiert bei @SicherheitsPodSamuel Bendett @sambendett
43K Followers 3K Following Military robotics, drones/UAVs, Artificial Intelligence and Russian military weapons development. CNA, CNAS and CSIS. Opinions my own. @sambendett.bsky.socialJim Fan @DrJimFan
229K Followers 3K Following @NVIDIA Sr. Research Manager & Lead of Embodied AI (GEAR Lab). Creating foundation models for Humanoid Robots & Gaming. @Stanford Ph.D. @OpenAI's first intern.Ricard Solé @ricard_sole
16K Followers 889 Following Scientist & skeptic. Dad. Pathologically curious. Complexity, synthetic transitions, liquid brains, Earth Terraformation. ICREA+SFI professor. Author. Humanist.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.Quentin Ruyant @q_ruy
2K Followers 950 Following Postdoc en philosophie des sciences (MSCA) -- Empirisme / pragmatisme -- @[email protected]Q-CTRL @qctrlHQ
7K Followers 96 Following Make quantum technology useful. Infrastructure software to power the quantum future. Subscribe to our YouTube channel: https://t.co/UnlUZ19mU0Alex Reibman 🖇️ @AlexReibman
23K Followers 802 Following Accelerating @agentopsai @foomvc Agents, ML, math, and data viz. Hack reporter🕶️Mariel Goddu @marielgoddu
1K Followers 1K Following Once developmental psychology, now philosophy. Alexander von Humboldt postdoc at Human Abilities Berlin; PhD student at Stanford starting Fall 2024Aaron Boes @boeslab
8K Followers 1K Following Neurologist & Neuroscientist: Lesion Mapping | Lesion Network Mapping | Brain StimulationDJ @DuaneJRich
5K Followers 841 Following Helping companies do machine learning stuff. https://t.co/JOG4SBUqYn YouTube channel: https://t.co/0f67ttsk59Mariana Lenharo @marilenharo
2K Followers 2K Following Life sciences reporter @Nature | @ColumbiaJournMA alumnaHannah Rose Kirk @hannahrosekirk
3K Followers 684 Following AI researcher trying to make sense of all things cyberspace 🤖 Uni of Ox PhD (loading…) @oiioxford & @OxfordAI. Prev @turinginst & @Cambridge_Uni. Visitor @ NYUAliya R. Dewey 🇵�.. @AliyaDewey
161 Followers 88 Following Phil neuro + psych + AI + bio • Mechanistic explanation + functional analysis + experimental design + normativity • Postdoc @UniFAU • PhD grad @uarizona.Point of Contact @hollywoodufos
26K Followers 83 Following UFO/UAP news, analysis, history & culture from writer/producer/pod host @BryceZabel. Creator, NBC's Dark Skies. Author, A.D. After Disclosure.Maxim Raginsky @mraginsky
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4K Followers 53 Following #Girldad of twins. Leading GenAI @ Meta (llama, imagine, meta ai and more)Hamid Naderi Yeganeh @naderi_yeganeh
35K Followers 32K Following Research Student @UCL Maths. Mathematical artist. Email: naderiyeganeh at gmail dot comBoston Dynamics @BostonDynamics
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499 Followers 960 Following Ph.D. at Department of Network and Data Science @dnds_ceu, Central European University @ceu, Vienna | @IISERPune AlumniTrevor Bingham @22TrevorBingham
690 Followers 324 Following AI is the most dangerous thing we have ever created. If we don't stop it will take our jobs and lead to massive AI arms races inevitably ending in war.Koseska_Lab @KoseskaL
368 Followers 483 Following Lise Meitner-Group "Cellular computations and learning". @MPINB_outreachAleksandra Korolova @korolova
3K Followers 3K Following Assistant Professor @PrincetonCS, @PrincetonSPIA, @PrincetonCITP. Work on algorithm auditing, privacy & fairness. Past: @USCViterbi @Snap @Google @Stanford @MITDaniel Kang @daniel_d_kang
3K Followers 84 Following Asst. professor at UIUC CS. Formerly in the Stanford DAWN lab and the Berkeley Sky Lab.Charles Logan @charleswlogan
2K Followers 4K Following Learning Sciences PhD Candidate at Northwestern University - Critical Digital Pedagogies and Literacies - Dad Life - he/him/hisNorthoff's Lab @NorthoffL
830 Followers 296 Following Brain, spatio-temporal neuroscience, mind, consciousness, self, AI, fMRI,EEG, subjectivity, philosophy Retweets are not Endorsemen Moderated by @AngelikaWolmanThomas Woodside @Thomas_Woodside
814 Followers 205 Following Junior Fellow @CSETGeorgetown. All views expressed are my own. Previously @ai_risks, @Yale. Creator of the beet emoji (forthcoming).Kai Ruggeri @kairuggeri
4K Followers 4K Following Prof @ColumbiaHPM studying decision-making & behavior | Fellow @CambridgeJBS | @USAirForce @AirNatlGuard Officer | Ozark born+raised | No, haven't seen the showDiego Saez Gil @dsaezgil
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882 Followers 677 Following Working on AI safety and science of deep learning @CambridgeMLG. Here to discuss ideas and have fun.Graham Hancock @Graham__Hancock
475K Followers 102 Following Author of 'The Sign and the Seal', 'Fingerprints of the Gods','Supernatural' and 'Entangled'. My latest book, 'MAGICIANS OF THE GODS' @ http://t.co/s3eluoaZpHRosa Zhou @qiaoyu_rosa
195 Followers 256 Following PhD @ChicagoHAI @UChicagoCS. NLP and machine reasoning.John B. Holbein @JohnHolbein1
45K Followers 38K Following Associate Professor of Public Policy, Politics, Education @UVA I share social science.Hussein Mozannar @HsseinMzannar
838 Followers 912 Following PhD candidate @mitidss @mit_csail working on Human-AI Interaction 🇱🇧Ruairi Robinson @RuairiRobinson
8K Followers 2K Following Lost an Oscar to Pixar once. Huge fan of corporate consolidation & vertical integration. Watch A Thousand Suns: https://t.co/0YNI5iexrtNicholas Fabiano, MD @NTFabiano
6K Followers 458 Following @uOPsychiatry | Interested in the intersection between mental and physical healthAnka Reuel @AnkaReuel
1K Followers 972 Following Computer Science Ph.D. Student @ Stanford | Responsible AI Research Lead @ Stanford AI Index | Responsible AI | AI Governance | Views are my ownsara phinn @Saraphinn
695 Followers 1K Following 🪷🍄🥽🎮🪄✨️ Award winning VR Artist. Futurist, philosopher, writer Creator and host of Dreamseed_VR on ytMaxime Labonne @maximelabonne
12K Followers 436 Following Author of Hands-On Graph Neural Networks https://t.co/Q8victWUmR • Machine Learning Scientistchrxh @chrx_h
4K Followers 405 Following Creator of https://t.co/xIxQ07mgti - https://t.co/iHMlSrk6bI - https://t.co/cRcWFpCkF1 | PhD | Ex-researcher in Applied AnalysisAngel Goñi-Moreno @AngelGMoreno
3K Followers 708 Following Computing with living systems | Synthetic biology. Head of the Biocomputation Lab at the @CBGP_Madrid, Technical University of Madrid. Views my own.OSINTdefender @sentdefender
1.1M Followers 798 Following Open Source Intelligence Monitor focused on Europe and Conflicts across the World. RT ≠ Endorsement. Want to Support my Work? https://t.co/PcUbewvWPrlmsys.org @lmsysorg
37K Followers 172 Following Large Model Systems Organization. We created Vicuna and Chatbot Arena! Compare 30+ LLMs (GPT-4/Claude/Llamas) side-by-side at https://t.co/IDFeIDIOtmEpoch AI @EpochAIResearch
3K Followers 24 Following Epoch AI is a research institute investigating the trajectory of AI for the benefit of society.Ted Gibson, Language .. @LanguageMIT
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769 Followers 165 Following Editor-in-Chief, @QuantaMagazine, Formerly @atlasobscura; Alum and Prof, @columbiajournMinh Nhat Nguyen @menhguin
448 Followers 2K Following AI Safety research+climate protests. Owner of @AIHubCentral. Product @hume_ai. Don't do the deferred life plan.Graeme Rendall @Borders750
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617 Followers 538 Following Ph.D. student @kaist_ai | Prev: @MSFTResearch @Amazon | Machine learning for knowledge, languages, and their intersections at scale.Google announces Med-Gemini, a family of Gemini models fine-tuned for medical tasks! 🔬 Achieves SOTA on 10 of the 14 benchmarks, spanning text, multimodal & long-context applications. Surpasses GPT-4 on all benchmarks! This paper is super exciting, let's dive in ↓
So gpt2-chatbot has been removed. As we theorized and did 100s of tests before the removal. We have some really good insights of who built this and why they are testing it “silently” in the AI LLM arena. Few realized how uncensored it was and this may have made them remove it.
I have been testing gpt2-chatbot for a few days. Today it seems to have gotten much more attention. It surpassed all of our ChatGPT-4 benchmarks. Hypothesis: A few of us have concluded it is a form of pre-lobotomized ChatGPT-4 or trained heavily on it. chat.lmsys.org
To be fair, its not just Tesla. This tech simply is not good enough yet. We don’t know how to recognize and react to corner cases because we can’t characterize them statistically and we don’t learn the dynamics that creates them. Demos are irrelevant, the problem is in the „tail”
NEW: The National Highway Traffic Safety Administration has opened an investigation into @Ford's BlueCruise hands-free driving system after two fatal crashes in the last three months techcrunch.com/2024/04/29/for…
ICYMI: Two of our group's papers on the social implication of AI are included in a new open-access collection of 25 research papers from MIT that provide road maps, policy recommendations, and calls for action about generative AI. Check it out! mitsloan.mit.edu/ideas-made-to-…
Interesting, according to @FinancialReview the Australian government will invest 940 M $ into @PsiQuantum which aims at building error corrected #quantum computers using photonics technology. Read more here: afr.com/technology/lab… Any thoughts?
Mother of God, 1.5B model?!
my guess is this mysterious 'gpt2-chatbot' is literally OpenAI's gpt-2 from 2019 finetuned with modern assistant datasets. in which case that means their original pre-training is still amazing and better than everyone else's 4 years later
A mysterious new model called "gpt2-chatbot" has appeared on lmsys and it's really good. Not only does it seem to show incredible reasoning, but it also gets notoriously challenging AI questions right with a much more impressive tone. Judge for yourself.
Delighted to share this interview with @maryellenvdv for the American Philosophical Association on our philosophy bot: blog.apaonline.org/2024/04/26/luf… If you wish to try it: luflot-bot.vercel.app/bot Thanks to @NicolasGertler and Rithvik “Ricky” Sabnekar
My article on fine-tuning arguments for the multiverse is now online at Noûs! onlinelibrary.wiley.com/doi/10.1111/no… #philsci I examine the muddle of issues in the debate (Baysian background, indexicality, rigid refererence, selection effects) in order to sort things out Short summary below🧵
Google presents Capabilities of Gemini Models in Medicine Excellence in a wide variety of medical applications poses considerable challenges for AI, requiring advanced reasoning, access to up-to-date medical knowledge and understanding of complex multimodal data.
There is a mysterious new model called gpt2-chatbot accessible from a major LLM benchmarking site. No one knows who made it or what it is, but I have been playing with it a little and it appears to be in the same rough ability level as GPT-4. A mysterious GPT-4 class model? Neat!
my guess is this mysterious 'gpt2-chatbot' is literally OpenAI's gpt-2 from 2019 finetuned with modern assistant datasets. in which case that means their original pre-training is still amazing and better than everyone else's 4 years later
While the whole world is holding its breath until somebody points out simple mistakes in the two recent IACR preprints claiming that NP ⊆ BQP, let us all marvel at the 116 wrong proofs of P = NP and P ≠ NP that humanity has already produced: win.tue.nl/~wscor/woeging…
A preprint dropped couple weeks ago *almost* broke Post-Quantum Cryptography (PQC) and got everyone in the quantum & crypto communities excited! In this video, let's see what this is all about, with an awesome interview w/ PQC expert Dr. @Heum! (1/5)
Complexity, Artificial Life, and Artificial Intelligence sco.lt/4trAxs
Controlling Large Language Model Outputs: A Primer "How can we attempt to control the outputs of these models? This primer outlines four commonly used techniques and explains why this objective is so challenging." cset.georgetown.edu/publication/co…
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments Ever since OpenInterpreter, we've all been wondering just how effective agents can be if you give them a computer. Now we have a proper benchmark. Let's take a look (🧵):
California Bill 1047 has been fasttracked: • Covers all models made w/ 10^26 flops • Covers all models with similar perf to above • Creates a Frontier Model Division to report to • Devs must assert such models are safe under penalty of perjury text: legiscan.com/CA/text/SB1047…
Great paper, arguing emergent abilities are only a function of pre training loss and not model/dataset size. ie, if you (inefficiently) overtrain a small model to the loss of GPT4, you'd get all the abilities of GPT4. arxiv.org/abs/2403.15796
Proud of this review with @AlisonGopnik ! - 'The development of human causal learning and reasoning' - now available here: rdcu.be/dFToV @NatRevPsych We review the development of human-unique causal understanding from an 'interventionist' perspective, outlining