山本明人 Akito Yamamoto @aYamAmaYa
アイコンは準天頂衛星の絵を拝借です。ただいま新天地探索中。見つけ次第、相応しいのに変えます。LLMの登場で、20年来の夢想妄想が頭をもたげてきてわくわく。 関東平野のどこかに生息中 Joined April 2010-
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Why were aircraft manufacturers so eager to switch from high-performance piston engines to jet engines, despite all their early drawbacks? The insane level of complexity piston engine design had reached is one reason. Compare cross-sections and number of moving parts here:
今のコンピュータとのハイブリッドの計算が結局うまく行かなくて世界全体やり直しに。既に次が始まってますが心折れる人多数。
今のコンピュータとのハイブリッドの計算が結局うまく行かなくて世界全体やり直しに。既に次が始まってますが心折れる人多数。
Read our full investigation into Posco's relationship with the Myanmar junta hntrbrk.com/posco/ x.com/hntrbrkmedia/s…
Read our full investigation into Posco's relationship with the Myanmar junta hntrbrk.com/posco/ x.com/hntrbrkmedia/s…
resonates with my own experience: robot demo --> INSANE PAIN --> robot creating value in production luckily I am hopeful we have by now paid most of our dues at Covariant :)
resonates with my own experience: robot demo --> INSANE PAIN --> robot creating value in production luckily I am hopeful we have by now paid most of our dues at Covariant :)
ひぇ〜
AI and Robotics have been developing at an incredible pace. Here are the 15 most important developments that happened this week: 1. NVIDIA revealed Project GR00T, a foundation model to help robots understand the world
【内閣府よりご報告】 再生可能エネルギータスクフォースについてご報告です。 昨日開催の同タスクフォース資料3-2、及び昨年12月25日開催の資料4-2について、中国企業の透かしが入っているとの問い合わせをいただきました。 (1/3)
いくつか追記しますと、この問題、どのサービスにどのレイヤーとして関わってるかで見える景色が全然違うでしょうね、あとNAVERに寄せた方が安価で手っ取り早いと言う判断は理解出来なくないが重要な視座が抜けている、もう一つ、社員の認証基盤が諸悪の根源でその分離に3年?…信じられませんわ
起こるとも分からない長期的リスクを織り込むより、短期的コストだけで判断するのは必ずしも間違いではないです、但しインフラを担うような勘違いも甚だしい事業は今すぐに止めるべきで、少なくとも真面目にやっている他の規制業界の企業を舐め腐ったマネをしている事くらいは自覚した方が良いです
This media bias chart from @adfontesmedia provides you a lot of interesting insights. First of all, we can see some usual suspects in the LESS RELIABLE end of the spectrum, including @TheGrayzoneNews, Natural News, Epoch Times, and of course @TPUSA. 1/4
We live in such strange times. Apple, a company famous for its secrecy, published a paper with staggering amount of details on their multimodal foundation model. Those who are supposed to be open are now wayyy less than Apple. MM1 is a treasure trove of analysis. They discuss…
⚡️ UK Foreign Minister David Cameron stated that London is ready to help Berlin solve the problem with the supply of Taurus missiles to Ukraine The proposed solution involves Germany supplying Taurus cruise missiles to the UK, and in return, London would provide additional Storm…
People are reading way too much into Claude-3's uncanny "awareness". Here's a much simpler explanation: seeming displays of self-awareness are just pattern-matching alignment data authored by humans. It's not too different from asking GPT-4 "are you self-conscious" and it gives…
Genie’s model is general and not constrained to 2D. We also train a Genie on robotics data (RT-1) without actions, and demonstrate that we can learn an action controllable simulator there too. We think this is a promising step towards general world models for AGI.
I am really excited to reveal what @GoogleDeepMind's Open Endedness Team has been up to 🚀. We introduce Genie 🧞, a foundation world model trained exclusively from Internet videos that can generate an endless variety of action-controllable 2D worlds given image prompts.
Introducing Gemma: a family of lightweight, state-of-the-art open models for developers and researchers to build with AI. 🌐 We’re also releasing tools to support innovation and collaboration - as well as to guide responsible use. Get started now. → dpmd.ai/3UJu1Y1
This changes everything. Google just gave me access to Gemini 1.5. I gave it a massive 48,904 words prompt, the equivalent of 6 research paper. I then asked a very tiny detail mentioned on paper #2 and it got perfectly right: Q: "How many steps was Gflop FiT-XL/2 model…
@DeryaTR_ @yaroslavvb Regardless of "how biological systems operate" 8MB is a very loose upper bound on the amount of additional genomic information in humans vs chimps (the actual information content is much less because DNA is very redundant). So whatever structure the brain has that enables…
LLM Cocktails - Introducing TheProfessor (V1) From Abacus Recently, the AI community discovered a fascinating property of LLMs! Different LLMs with different styles and strengths can be combined to create something more versatile and useful! Using a process called…
Vikram Modgil @speech_ai
5K Followers 4K Following Global Partnership Leader at Amazon (AWS) | All views & opinions are my own #AmazonChimeSDK #voiceai #Partnerships #conversationintelligence #AIEthics #CPaaSSuzanneSusan @JGKiW1Ga6Zdi88s
6 Followers 288 Following 35歳、独身、女性、ゴルフ好き、ヨガ練習、ダイビングショッピングhttps://t.co/3ENkb7z2JRp0rok5wbbwlk4lnk @iu0li82zy5
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4 Followers 172 FollowingJaneFaraday @2733c6dU16I32l
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211 Followers 3K FollowingBarbara Wells @WellsBarba21810
109 Followers 3K Followinghuyune💗ブラッ�.. @huyune907029675
17 Followers 52 Following どん底からの逆転人生🌻\nスマホ1つで起業して気づけば7社を経営💰\n今は稼げる情報を教えたり現金プレゼント企画をしています💷\n今LINEで繋がった方は限定でお金配りキャンペーンにご招待します🍀\nまずは気軽にフォローして下さい☀omizu @omizu730
839 Followers 2K FollowingMartha @gilbreath_marth
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171 Followers 3K FollowingElliot Wilkerson @ElliotWilk12611
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128 Followers 3K Following松野 義孝 @bGgkTM1ikWBMT6y
933 Followers 937 Following 🌿社会保険労務士(Labor and Social Security Attorney) 🌿行政書士有資格者 🕊🇺🇦Ukraine must restore peace, and we will definitely restore it.Kristin Hinton @KristinHin49603
120 Followers 3K FollowingEva @eva_spangler_
147 Followers 3K Followingpłk rez. dr Ireneusz.. @IrekKulesza
2K Followers 1K Following col (ret) PhD Ireneusz KULESZA. Russian and Belarusian Armed Forces analysts. https://t.co/Ap0CO9dXdG ZWIAD WYTYCZA SZLAKKay @kayfahey56
258 Followers 3K FollowingMaria @scelzo_maria67
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143 Followers 3K Followingmattn @mattn_jp
39K Followers 3K Following Long-time #Golang user&contributor, @GoogleDevExpert Go, #Vim, #Windows hacker, ex-GitHubStars, #runner. https://t.co/t2LBoi4Gu9 発言はほぼ冗談ですMunechika Nishida @mnishi41
34K Followers 2K Following 西田宗千佳、フリーライター/ジャーナリスト。連絡はhttps://t.co/G3UTsqfenK もしくはSNS経由で。 小寺信良氏とメルマガ発行中。 https://t.co/McrLg4xnuV note版 https://t.co/blOm7qEpjVNHK生活・防.. @nhk_seikatsu
1.3M Followers 89 Following 「あなたの生活を守る」情報をお届けするNHK公式アカウントです。 地震や台風、大雨、突風、大雪など災害の情報や防災減災に役立つ情報、それに子育てや消費生活など暮らしの安心情報をお伝えします(利用規約: https://t.co/a9FXMnqQtN フォローについて:https://t.co/99rLDYYSkj )佐々木俊尚 @sasakitoshinao
784K Followers 20K Following ジャーナリスト。(株)SFプロトタイピング共同代表。アベマプライム、ニッポン放送「飯田浩司のOK!Cozy up!」レギュラー出演。総務省情報通信白書編集委員。TOKYOFM放送番組審議委員。情報ネットワーク法学会員。東京長野福井の3拠点移動生活者。お仕事や取材のご依頼は[email protected]へ。松下こうへい【.. @ma2shita
4K Followers 4K Following IoTプラットフォーム「SORACOM」のエバンジェリスト。Maxはニックネームです。公式は @SORACOM_PR や @SoracomIoT、ハッシュタグは #SORACOM。JSF @rockfish31
135K Followers 468 Following 2013年1月からYahooニュース個人に参加しました。北朝鮮の弾道ミサイルや日米のミサイル防衛、軍事用ドローンなどを得意分野に、ニュースで話題の軍事関連を中心に解説しています。Twitter再開は2018年3月3日から。GIGAZINE(ギガジン.. @gigazine
624K Followers 14 Following ニュースサイト「GIGAZINE」(ギガジン)公式アカウント。最新ニュースを速報中。365日年中無休で更新しています。誤字脱字指摘や記事ネタの連絡はGIGAZINEページ一番下にあるメールフォームへのリンクから送ってくれると助かります。Keisuke Nishitani @Keisuke69
22K Followers 7K Following CTO@Singular Perturbations. 個人の意見. Everything will be serverless. 将来の夢は自分が最高に居心地のいいカフェをオープンすること. 色々手伝えます. お仕事などの相談はDMでお気軽に. ex-AWS光輝@ 。 @koukiwf
9K Followers 9K Following VR/AR/MRリサーチャー&futurist。空中3D投影完全ホログラムが目標。 ㈱Spacial代表。緑内障。ビールを飲まない痛風予備軍。ホログラムで世界を変え(たい人求めて)ます。難聴、翻訳、APD/LiD向け見える補聴器開発中MASA Nakamura @masayang
8K Followers 1K Following A bicycle bum. I rant. 炎上と喧嘩はXの華 RTs are not necessarily endorsements 慶應義塾大学理工学部電気工学科修士 Stanfordコンピュータサイエンス客員研究員(1995) インターネット説法師 北米出羽守品質管理部長湯村 翼 Tsubasa YU.. @yumu19
12K Followers 9K Following 北海道情報大学 情報メディア学部 情報メディア学科 准教授 @yumulab 専門は情報科学(UbiComp,HCI,VR等)。宇宙/地球惑星科学/北海道コンサドーレ札幌 #SpaceApps #NT札幌 #品モノラジオ 情報大生フォロバ(鍵垢も)中村 薫 @kaorun55
9K Followers 1K Following 株式会社ホロラボ(HoloLab Inc.) CEO (@HoloLabInc) / Microsoft MVP & RD / 著書「HoloLens 2 入門」など / ツイートの内容はお約束で。TJO @TJO_datasci
61K Followers 284 Following Takashi J Ozaki, PhD / Data Scientist since 2012 / https://t.co/aAyJfWA25u / DVT (treated with Rivaroxaban) / Tweets are totally personal & my ownオジマヒデキ @ .. @hide69oz
6K Followers 2K Following 「ねだるな、勝ち取れ、さすれば与えられん」#パラレルマーケター #シリアルコミュニティビルダー #コミュニティマーケをあたりまえに #ファーストピンをねらえ #コミュニティマーケティング #CMC_Meetup #CLS高知 #公私混同のススメ #ガレージオフィス #WeekendNightRidersRyutaro YOSHIBA @ryuzee
16K Followers 1K Following Agile Coach/Attractor Inc/翻訳者/Scrum Alliance Certified Scrum Trainer(CST)/Certified Team Coach(CTC)/チームトポロジー/プロダクトマネジメント/レガシーコードからの脱却/SCRUM BOOT CAMP他多数/将棋アマ四段PR TIMESニュース @PRTIMES_NEWS
47K Followers 24 Following PR TIMES(https://t.co/UhslaQEE5k)は、人の心を揺さぶるニュースをより多く、より広く届けるために運営しています。人の行動や頑張りの結晶を、その想いを紡いで発表するのが、プレスリリースです。ニュースの主役を変えうる企業のプレスリリースを全て速報で紹介しています。 (※)平日1000件を超える投稿がありますAWS公式☁️アマ.. @awscloud_jp
99K Followers 68 Following クラウドサービス AWS ( Amazon Web Services / アマゾン ウェブ サービス )の日本【公式アカウント】。ハウトゥー記事やTips情報、サービスの最新情報、イベント情報などをつぶやきますThe AI Solopreneur @aisolopreneur
143K Followers 232 Following I help you earn more and work less with AI • Created by @oledoteth • Join my free newsletter to grow your internet business with AI systems & prompts 👇Nikita Gerassimow @NikGerassimow
26K Followers 428 Following Konfliktbeobachter. Wer mich unterstützen will, gerne über: https://t.co/bB9mnDOMpg oder [email protected]lmsys.org @lmsysorg
39K Followers 173 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/IDFeIDIOtmScale AI @scale_AI
43K Followers 489 Following Our mission is to accelerate the development of AI. We believe that to make the best models, you need the best data.Groq Inc @GroqInc
46K Followers 472 Following Creator of the LPU™ Inference Engine, providing the fastest speed for AI applications, designed & engineered in N. America https://t.co/DsEqVAC5DpMatthew Savill @MTSavill
815 Followers 570 Following Director of Military Sciences at the Royal United Services Institute @RUSI_org; recovering former civil servant; all views expressed here are my own.Alvaro Cintas @dr_cintas
47K Followers 128 Following Educating about AI, Cybersecurity and Technology | Professor & Computer Engineer, PhD | ✍️ @therundownaiJulianSaks @JulianSaks
367 Followers 797 Following Interested in Multi-Agent Collaboration | President @TxBlockchainAGI.Eth @ceobillionaire
155K Followers 4K Following Vincent Boucher, President of @Montreal_AI #MontrealAI | B. Sc. Physics, M. A. Govt. Policy Analysis and M. Sc. Aerospace Engineering | $AGI by AGI.Eth #AGIJoni Askola @joni_askola
4K Followers 195 Following Finnish PhD candidate in Public and Social Policy @FSV_UK trying to help Ukraine with the @69thSB and by mocking disinformation. Opinions are my ownNaalsio @naalsio26
23K Followers 188 Following Russian unit and equipment ID. Also helping document equipment losses for the Oryx list & WarSpotting. Kyiv equipment losses map: https://t.co/5NxJBOwRzdSynthesia 🎥 @synthesiaIO
21K Followers 90 Following Create AI videos from text in minutes. Trusted by 50.000 companies like Amazon, Accenture, Reuters.. We're always hiring: https://t.co/XIuqBMrMiZVictor Riparbelli @vriparbelli
4K Followers 816 Following CEO/Co-founder @SynthesiaIO. Making video easy for everyone.Mark Gurman @markgurman
351K Followers 2K Following Chief Correspondent for Bloomberg: Apple, Tech, Devices. Subscribe to Power On. Tips: [email protected]. Signal: markgurman.01. Telegram: GurmanMark.Aaron Gokaslan @SkyLi0n
3K Followers 345 Following Creator of the OpenWebText and OpenGPT2. @PyTorch Core Reviewer. PhD Student at @Cornell (interning at @MosaicML) Previously at @FacebookAI and @BrownUniversityNASA Voyager @NASAVoyager
869K Followers 49 Following Official account for NASA’s Voyager 1 & 2 spacecraft, the longest operating spacecraft in deep space. 🛰 Team HQ'd @NASAJPL (Verification: https://t.co/EOxYPHpDUh)Artur Rehi @ArturRehi
40K Followers 86 Following Estonian Reserve Soldier. Bringing you the latest updates on the Russo-Ukrainian war.NVIDIA AI Japan @NVIDIAAIJP
10K Followers 160 Following エヌビディア ジャパンの AI (人工知能) に関するオフィシャルアカウントです。 永久に解けないと思われていた問題や、解けるのは当分先だと思われていた問題が、GPU ディープラーニングによって毎日のように解決されています。Ying Shan @yshan2u
1K Followers 593 Following Distinguished Scientist @TencentGlobal, Founder of PCG ARC Lab, Director of AI Lab Visual Computing. Formerly @Microsoft, @MSFTResearch. Views are my own.John Ridge 🇺🇸 �.. @John_A_Ridge
17K Followers 2K Following Physics | Munitions Understander | Missile Appreciator | Complex Azimuth Raider | NATSEC/Defense | Contributor @tochnyi | Donate @BackAndAlive | #NAFOMelissa Heikkilä @Melissahei
15K Followers 3K Following Senior reporter for AI @techreview. | Ex @POLITICOEurope & @TheEconomist | Forbes 30 under 30 | She/herLangflow @langflow_ai
3K Followers 941 Following Langflow is a new, visual way to build, iterate and deploy AI apps.John Yang @jyangballin
2K Followers 452 Following CS/NLP MS student @princeton_nlp Previously @Berkeley_EECSThe Insider @InsiderEng
17K Followers 204 Following The Insider is a Russia-focused, independent media outlet. We're fully committed to investigative journalism and to debunking fake newsCerebras @CerebrasSystems
11K Followers 240 Following Exaflops of AI compute that programs like a single accelerator. Try our models: https://t.co/ZFA0J84xI3pedma @pedma7
37K Followers 259 Following Sharing Systematic Trading Strategies Research | Building a one-person multi-strategy trading business I Systematic momentum trader | Not Financial AdviceFrederick W. Kagan @FredWKagan
441 Followers 3 Following Director of @criticalthreats and @AEI Senior FellowDaniela Amodei @DanielaAmodei
6K Followers 300 Following President @AnthropicAI. Formerly @OpenAI, @Stripe, congressional staffer, global developmentArthur Mensch @arthurmensch
40K Followers 874 Following Co-founder and CEO @MistralAI. Apply https://t.co/yHGRZAtjcxChief AI Officer @chiefaioffice
20K Followers 633 Following Writing a daily report on VC activity in AI for 5000+ investors, founders → https://t.co/guDR0d4IA7 // By @IamTalinSarah Wang @sarahdingwang
9K Followers 903 Following General Partner @a16z growth fund. “Excellence is the capacity to take pain”Llion Jones @YesThisIsLion
5K Followers 619 Following https://t.co/lqleZpqX5J 🐠🐟 Welsh Artificial Intelligence Researcher living in Tokyo. #AIAYNRichard Sutton @RichardSSutton
26K Followers 37 Following Student of mind and nature, libertarian, chess player, cancer survivor. @ Keen Technologies, UAlberta, Amii, RLAI, The Royal Society, RichSutton.ethSakana AI @SakanaAILabs
19K Followers 0 Following We are a Tokyo-based R&D company on a quest to create a new kind of foundational AI model based on nature-inspired intelligence. https://t.co/LonvHEtlJRAbacus.AI @abacusai
49K Followers 6 Following Use Gen AI to build Applied AI agents and systems. AI builds Applied AI while DS teams supervise and evaluate the results. Working towards open-source AGIRiyan Mendonsa @RiyanMendonsa
241 Followers 126 Following Working to turn ideas into reality with #magnets, #controls, #3Dprinting, #AR. Chasing #IP with #AI and #patents. Exploring this amazing universe with my #kidsNego @tana_bata3164
552 Followers 336 Following 【本業】Data Scientist / ML engineer【趣味】飯, ゲーム, Vtuber【興味】MLLM, GameAI, botter, AIGC..etcMetaGPT @MetaGPT_
4K Followers 118 Following The Multi-Agent Framework Github: https://t.co/nJEEwdSWBy Discord: https://t.co/CQDk1XH0bz Doc Site: https://t.co/UyljGj3ImwLatika M Bourke @latikambourke
114K Followers 4K Following Writer-at-Large for @thenightlyau 🖋 also in @cnn, @politicshome, @unherd and more Blue-ticked before Elon. 📧 press releases: latikambourke @ hotmail dot comJack Parker-Holder @jparkerholder
2K Followers 654 Following Research Scientist @GoogleDeepMind & Honorary Lecturer @UCL_DARK interested in generating worlds from internet data. Views are my own :)Michael Dennis @MichaelD1729
2K Followers 703 Following RS @DeepMind. Likes Unsupervised Environment Design, Problem Specification, Game/Decision Theory, RL, AIS. prev @CHAI_Berkeley @[email protected]Shannon Code @shannonNullCode
4K Followers 4K Following Futurist, founder Emblem Vault - https://t.co/q3rtHlnKQF https://t.co/Fkbf5kNgwW - Digital scarcity - https://t.co/LozGIVJeTyInvisible Stitch Generating Smooth 3D Scenes with Depth Inpainting 3D scene generation has quickly become a challenging new research direction, fueled by consistent improvements of 2D generative diffusion models. Most prior work in this area generates scenes by
The first randomized trial of medical #AI to show it saves lives ECG-AI alert in 16,000 hospitalized patients 31% reduction of mortality (absolute 7 per 100 patients) in pre-specified high-risk group nature.com/articles/s4159… @NatureMedicine
凄い本だ。 今後数十年は本書が人類史に関する議論の土台になるだろう。ビッグ・ヒストリーは万人にウケる。『サピエンス全史』もその先例だが、著者のハラリは専門家ではない。一方で、本書は専門家による人類史再検討書・素描書である。この本を読めば、『サピエンス全史』のヤバさがよくわかる。→
突如現れたLLM【gpt2-chatbotって何?】 突然chatbot arenaに出現したgpt2-chatbot。 その名が示すようにGPT-2モデルに基づいているかのように思われますが、実際にはGPT-4や他の先進的なモデルと同等またはそれ以上の能力を持っているとされています。 現時点でわかっていることは以下↓…
There is now ground/surface GPS interference in Baltics. That is a gamechanger. Because high precision time. Without precise time finance, comms, electrical grids and other critical systems risk malfunction. To a large extent they get time from GPS. ieeexplore.ieee.org/document/85791…
Ship after ship reporting "NO GPS" in South Baltic Sea. Right now. x.com/rundradion/sta…
AI NEWS: Apple is reportedly revisiting talks with OpenAI to put AI into iPhone's iOS 18. Plus, huge developments from Vidu, Figure, OpenAI, Stardust Astribot, Elon Musk, and a new AI Safety Board. Here's everything going on in AI right now:
@WholeMarsBlog Tesla will spend around $10B this year in combined training and inference AI, the latter being primarily in car. Any company not spending at this level, and doing so efficiently, cannot compete.
learning how to say something in 30 seconds that takes most people 5 minutes is a big unlock
The German Green party is in a scandal after media released the “nuclear files” showing that party top leaders altered expert judgments or kept them secret to make sure that the decision to close down all nuclear plants wouldn’t be reversed after Russia’s invasion of Ukraine
Untrue. This does touch on something related that actually happened, which people have apparently distorted and used to prop up the dumb conspiracy theory. I will explain… 1/N
NASA deleted ALL the footage and telemetry data from the moon landing … this was an amazing #JRE with Bart Sibrel
Here are the many reasons language models will hit a wall very soon - These models are bound by the limits of human language. The most they can learn are the patterns in the language, not more - human reasoning has its limits as well. No one knows what “superhuman reasoning”…
1/n AgentCoder: A Collaborative Agentic Approach to Code Generation Imagine writing code is as simple as describing your desired program in plain English. Artificial intelligence, particularly large language models (LLMs), has brought us closer to this reality, enabling the…
Intelligence and consciousness are two separate and distinct things! It a big mistake to collate the two or assume that something that is highly intelligent is automatically conscious! Random regulations on the size of the models or the amount of compute used to train a model…
Google just revealed ScreenAI, and it's insane. UI/UX is never going to be the same. Here're 7 features of ScreenAI you don't want to miss:
Why were aircraft manufacturers so eager to switch from high-performance piston engines to jet engines, despite all their early drawbacks? The insane level of complexity piston engine design had reached is one reason. Compare cross-sections and number of moving parts here:
The biggest issue with media generation models like Sora and MidJourney is they are not easy to change, edit or control! The exact same prompts will generate different images or videos largely because the image or video is generated from a latent space which is an abstract…
1/n Can AI Embrace All of Humanity? A Quest for Pluralism in the Age of Intelligent Machines Imagine a world where AI assistants not only understand your requests but also respect your unique values and perspectives. A world where AI-powered tools cater to the diverse needs of…
NASA has recently regained communication with Voyager 1, the most distant human-made object located 15.1 billion miles away. The Voyager probes, launched in 1977, continue to surpass their expected lifespans, venturing into the unknown realms of interstellar space.
AI winter? No. Even if GPT-5 plateaus. Robotics hasn’t even started to scale yet. Embodied intelligence in the physical world will be a powerhouse for economic value. Friendly reminder to everyone that LLM is not all of AI. It is just one piece of a bigger puzzle.
Zuck on Dwarkesh TLDR: AI winter is here. Zuck is a realist, and believes progress will be incremental from here on. No AGI for you in 2025. 1) Zuck is essentially an real world growth pessimist. He thinks the bottlenecks start appearing soon for energy and they will be take…