{"date":"2026-05-12","generatedAt":"2026-05-12T23:59:59.999Z","title":"scrollback — tuesday may 12","subtitle":"10 new bookmarks in the last 24 hours","entries":[{"id":"2054168204658815070","url":"https://x.com/ZoharAtkins/status/2054168204658815070","text":"https://t.co/9FY4UbGAc3","author":{"username":"ZoharAtkins","name":"Zohar Atkins","avatar":"https://pbs.twimg.com/profile_images/1688374226657398784/ofEXkBFh_normal.jpg"},"folder":"AI","createdAt":"2026-05-12T11:53:59.000Z","firstSeenAt":"2026-05-13T12:22:17.168Z","links":[],"article":{"url":"http://x.com/i/article/2054167689036247040","title":"When Knowledge Is Cheap, Insight Is Everything: Jevons Paradox applied to Torah Learning","excerpt":"In 1865, an English economist named William Stanley Jevons published a book that almost no one reads anymore. It was called The Coal Question, and it argued that Britain was about to ruin itself. The","coverImage":"https://pbs.twimg.com/media/HIHe0TcW4AE5msr.jpg"}},{"id":"2054295936302555146","url":"https://x.com/dillon_mulroy/status/2054295936302555146","text":"@mattpocockuk i saw somebody talking about using auto research for this - basically the loop would be:\n\n1. teach a concept\n2. quiz on concept \n3. failed quiz? go to 1 and teach with different approach, else go to 1 and teach next concept","author":{"username":"dillon_mulroy","name":"Dillon Mulroy","avatar":"https://pbs.twimg.com/profile_images/1600260645378719744/SPHEEyC-_normal.jpg"},"folder":"AI","createdAt":"2026-05-12T20:21:32.000Z","firstSeenAt":"2026-05-13T00:26:46.951Z","links":[]},{"id":"2054275418966901049","url":"https://x.com/RyanHoliday/status/2054275418966901049","text":"The Best Books Joe Rogan Should Read https://t.co/B9kSgZcY9O","author":{"username":"RyanHoliday","name":"Ryan Holiday","avatar":"https://pbs.twimg.com/profile_images/1762537744348094464/1v7rnVz1_normal.jpg"},"folder":"Books","createdAt":"2026-05-12T19:00:01.000Z","firstSeenAt":"2026-05-13T00:26:46.951Z","links":[],"media":[{"type":"video","url":"https://video.twimg.com/amplify_video/2051671326243389443/vid/avc1/1920x1080/_qtF1DCv3Opb86vy.mp4?tag=27","thumbnail":"https://pbs.twimg.com/amplify_video_thumb/2051671326243389443/img/FTDkjTTkeh7_vtnP.jpg","width":1920,"height":1080,"durationMs":310404}]},{"id":"2054230665969717505","url":"https://x.com/nickbruhman/status/2054230665969717505","text":"https://t.co/Gj1xQRCpAk","author":{"username":"nickbruhman","name":"nickbruhman","avatar":"https://pbs.twimg.com/profile_images/2046236860155080704/NCh_sFRP_normal.jpg"},"folder":"Sidequest","createdAt":"2026-05-12T16:02:11.000Z","firstSeenAt":"2026-05-13T00:26:46.951Z","links":[],"article":{"url":"http://x.com/i/article/2053997648353411072","title":"I closed 70m in ARR in 2 years. Here's exactly how","excerpt":"I added $70MM+ in ARR at Slash without a playbook. The hard part wasn’t working more hours. It was learning the few sales skills that actually compound.\nTo celebrate the achievement, I thought it","coverImage":"https://pbs.twimg.com/media/HIJIoVuWcAAGgZH.jpg"}},{"id":"2054121394934358354","url":"https://x.com/Iithosphere/status/2054121394934358354","text":"read this and immediately got out of bed https://t.co/clQvOVfgtP","author":{"username":"Iithosphere","name":"📎","avatar":"https://pbs.twimg.com/profile_images/1997381444100829184/V5iU_8lk_normal.jpg"},"folder":"Quotes","createdAt":"2026-05-12T08:47:58.000Z","firstSeenAt":"2026-05-12T20:24:08.967Z","links":[],"media":[{"type":"photo","url":"https://pbs.twimg.com/media/HIG0hVWXcAAKly3.jpg","width":1200,"height":786}]},{"id":"2053954096856461699","url":"https://x.com/Speculator_io/status/2053954096856461699","text":"This is the kind of market where you simply buy what the president tells you to:\n\nChips\n$INTC Intel\n$NVDA NVIDIA \n$AMD AMD\n$TSM TSMC\n\nAI Infrastructure\n$DELL Dell\n$VRT Vertiv\n$NBIS Nebius\n$CRWV Coreweave\n$IREN IREN\n$HUT Hut 8\n\nRare Earths\n$USAR USA Rare Earth\n$CRML Critical Metals\n$TMC The Metals Company\n\nCritical Minerals\n$TMQ Trilogy Metals\n$UAMY United States Antimony\n$MP MP Materials\n$LAC Lithium Americas\n\nQuantum\n$IONQ IonQ\n$QBTS D-Wave Quantum\n$RGTI Rigetti\n\nEnergy\n$BE Bloom Energy\n$GEV GE Vernova\n$FCEL Fuelcell\n$PLUG PlugPower\n$VICR Vicor\n\nMemory\n$SNDK Sandisk\n$MU Micron\n$STX Seagate\n$WDC Western Digital\n$P Everpure\n$MRAM Everspin\n\nSpace\n$RKLB Rocket Lab\n$ASTS AST SpaceMobile\n$PL Planet Labs\n$FLY Firefly Aerospace\n$GILT Gilat\n\nDrones\n$AVEX Aevex\n$ONDS Ondas\n$UMAC Unusual Machines\n\nNuclear\n$XE X-energy\n$LEU Centrus Energy\n$CCJ Cameco \n$OKLO Oklo\n$UUUU Energy Fuels\n\nAVs & Robotics\n$TSLA Tesla\n$AMZN Amazon\n\nBatteries\n$TE T1 Energy\n$ELVA Electrovaya\n$FLNC Fluence Energy\n\nNever miss the leading stocks again:\nhttps://t.co/8sdF5htwKA","author":{"username":"Speculator_io","name":"Lin","avatar":"https://pbs.twimg.com/profile_images/1743608926375968768/k9Rdt1Hj_normal.jpg"},"folder":"Investing","createdAt":"2026-05-11T21:43:11.000Z","firstSeenAt":"2026-05-12T04:23:20.312Z","links":[],"media":[{"type":"photo","url":"https://pbs.twimg.com/media/HIEcXQHWIAAyLP0.jpg","width":1200,"height":1161}]},{"id":"2053938892152435174","url":"https://x.com/thinkymachines/status/2053938892152435174","text":"People talk, listen, watch, think, and collaborate at the same time, in real time. We've designed an AI that works with people the same way. \n\nWe share our approach, early results, and a quick look at our model in action.\n\nhttps://t.co/AFJZ5kH7Ku https://t.co/uxl1InS6Ay","author":{"username":"thinkymachines","name":"Thinking Machines","avatar":"https://pbs.twimg.com/profile_images/1891614400328630273/U6tsxu60_normal.jpg"},"createdAt":"2026-05-11T20:42:46.000Z","firstSeenAt":"2026-05-12T04:23:20.312Z","links":[{"url":"https://thinkingmachines.ai/blog/interaction-models","og":{"title":"Interaction Models: A Scalable Approach to Human-AI Collaboration","description":"Interaction models move beyond turn-based AI interfaces by handling multimodal, real-time collaboration natively across audio, video, and text.","image":"https://thinkingmachines.ai/blog/interaction-models/thumbnails/HERO_THUMB.jpg"}}],"media":[{"type":"video","url":"https://video.twimg.com/amplify_video/2053934797760905216/vid/avc1/1920x1080/3qX8DE3S3CB5WsPn.mp4?tag=27","thumbnail":"https://pbs.twimg.com/amplify_video_thumb/2053934797760905216/img/fq2OZ_3i_C5Lumd2.jpg","width":1920,"height":1080,"durationMs":135135}]},{"id":"2053836764997959898","url":"https://x.com/tdrobbo/status/2053836764997959898","text":"https://t.co/1VFZzDZdJL","author":{"username":"tdrobbo","name":"Tom Verrilli","avatar":"https://pbs.twimg.com/profile_images/1141583726419173376/rPDweyMW_normal.jpg"},"createdAt":"2026-05-11T13:56:57.000Z","firstSeenAt":"2026-05-12T04:23:20.312Z","links":[],"article":{"url":"http://x.com/i/article/2053668613031387136","title":"Building, and Whatnot","excerpt":"In the last two years, 31,832 people applied to be a Product Manager at Whatnot. We hired one. You're twice as likely to hit a hole in one as you are to get a job by simply applying.\nThat’s not a","coverImage":"https://pbs.twimg.com/media/HIAhPWlagAAPQed.jpg"}},{"id":"2053826052351484002","url":"https://x.com/BradleyKellard/status/2053826052351484002","text":"In 2023, Stanford professor Graham Weaver gave his last lecture on how to destroy fear & live a wildly ambitious life.\n\nHis frameworks:\n\n- Suffering is inevitable\n- Signup for \"10 years\" test\n- \"Not me\" & \"Not now\" traps\n\n13 lessons on how to build an asymmetric life: https://t.co/OWcc8niic7","author":{"username":"BradleyKellard","name":"Brad","avatar":"https://pbs.twimg.com/profile_images/1945474695140151296/CgNDxc8b_normal.jpg"},"folder":"Life","createdAt":"2026-05-11T13:14:23.000Z","firstSeenAt":"2026-05-12T04:23:20.312Z","links":[],"media":[{"type":"video","url":"https://video.twimg.com/amplify_video/2053824802226683905/vid/avc1/1280x720/Xi2EtyfnOofjbIJ2.mp4?tag=27","thumbnail":"https://pbs.twimg.com/amplify_video_thumb/2053824802226683905/img/3C9fazjCJSgO3KZq.jpg","width":1280,"height":720,"durationMs":1947333}]},{"id":"2053940934736228454","url":"https://x.com/claudeai/status/2053940934736228454","text":"New in Claude Code: agent view.\n\nOne list of all your sessions, available today as a research preview. https://t.co/NnbsAQjSPW","author":{"username":"claudeai","name":"Claude","avatar":"https://pbs.twimg.com/profile_images/1950950107937185792/QOfEjFoJ_normal.jpg"},"folder":"AI","createdAt":"2026-05-11T20:50:53.000Z","firstSeenAt":"2026-05-12T00:23:21.866Z","links":[],"media":[{"type":"video","url":"https://video.twimg.com/amplify_video/2053935379166687232/vid/avc1/3840x2160/blJrzjlcZtyj_LfB.mp4?tag=27","thumbnail":"https://pbs.twimg.com/media/HIEVJQ4XoAAXNNi.jpg","width":3840,"height":2160,"durationMs":38791}]}]}