source&pool
A daily wire of long-form journalism, video, and discourse — filed, tagged, and laid out flat.
VOL. I·NO. 01
THURSDAY, SEPTEMBER 17, 2026
Hacker News3680X 主题热门3547CNBC77MacRumors699to5Mac57YahooFinance57Kotaku44Verge379to5Google32aihot32IGN32NintendoLife30Gematsu27Engadget26TechCrunch26Eurogamer25BusinessInsider24Guardian18Polygon16NBC15CNET14Fortune13FoxBusiness13Wccftech13bgr12Mashable12NPR12SeekingAlpha12Gizmodo11PushSquare11USAToday11WIRED10Notebookcheck9TechPowerUp9AppleInsider8CNN8GameInformer8Investor'sBusinessDaily8NewYorkPost8VideoGamesChronicle8WindowsCentral8ABC7CBS7Fox7ArsTechnica6NintendoEverything6CrudeOilPricesToday6BleepingComputer5GamesIndustry.biz5SamMobile5Variety5AlJazeera4CoinDesk4DigitalFoundry4GameRant4PetaPixel4PureXbox4SlashGear4Register4AndroidPolice3CTech3ChromeUnboxed3DW3GSMArena3Jalopnik3Lifehacker3Motor13Blizzard3XBOXWire3PCMag3PCWorld3RPGSite3Space3Hacker3TweakTown3VideoCardz3WindowsLatest3Yahoo3ZDNET3404Media2Aftermath2AndroidCentral2AOL2AwfulAnnouncing2BleedingCool2BuzzFeed2CanonRumors2CyberSecurityNews2Deadline2DroidLife2DualShockers2Euronews2EventHubs2MotleyFool2FratelloWatches2Futurism2GameDeveloper2GearPatrol2Hodinkee2KITCO2LosAngelesTimes2MassivelyOverpowered2Maxroll2MP1st2MyNintendo2Newser2PaulKrugman2PokémonGOHub2RoadtoVR2RockPaperShotgun2SeattleTimes2SFGATE2Conversation2Intercept2NextWeb2Tom'sGuide2UploadVR2WarhammerCommunity2YourTango280Level1ABC111AboveLaw1ageofempires1AVClub1Benzinga1Billboard1BloodyDisgusting1Borderlands1Boston1Bungie1Yahoo!FinanceCanada1CineD1CnEVPost1comicbook1CreativeBloq1DailyKos1Defector1DenverPost1derekthompson1DigitalCameraWorld1Draftsim1CNN1flatpanelshd1FrequentMiler1GAMINGbible1garymarcus.substack1GeekWire1GeekyGadgets1Hackaday1HollywoodReporter1Independent1InsiderGaming1InterconnectsAI1InterestingEngineering1KSL1Lloyd'sList1WPLGLocal101Macworld1Mediaite1Mercury1MonochromeWatches1MortgageDaily1MPR1Nature1SemiAnalysis1Newsweek1nylon.com.sg1NYT1OregonLive1PageSix1PCGamesN1Pokemon1PittsburghPost-Gazette1QuantaMagazine1qz1SammyGuru1CultureMapSanAntonio1ScienceAlert1ScientificAmerican1SouthChinaMorningPost1Semafor1YahooFinanceSingapore1YahooSingapore1SportsIllustrated1SimpleFlying1supercarblondie1YahooTech1Tedium1TelecomTalk1GameBusiness1TheGamer1TimeExtension1LongmontTimes-Call1TmoNews1TopGear1TwistedVoxel1YahooFinanceUK1UnHerd1WhatHi-Fi?1WOWT1WPBF1WRAL1YGOrganization1
  1. 001Hacker NewsSEP · 16English

    Nature Is Our Learning Environment

    A research lab developed Periodic Neon, an AI model that analyzes X-ray diffraction data for materials discovery, achieving 55.3% success on complex internal evaluations while outperforming GPT-6 Astra and Claude Fable 5.1 at lower cost. The model automates hours of scientific analysis work by reasoning about synthesis conditions, crystal structures, and experimental context to identify material phases in powder samples.

    By gmays
  2. 002Hacker NewsSEP · 16English

    Nature Is Our Learning Environment

    Periodic Neon is an AI model trained to analyze X-ray diffraction (XRD) data for materials discovery, achieving a 55.3% success rate on complex internal evaluations—a 20x improvement over baseline models—while outperforming GPT-6 Astra and Claude Fable 5.1 at lower cost. The model automates the time-consuming task of identifying crystal phases and proportions in multiphase powder samples, freeing scientists to oversee more experiments in autonomous labs.

    By EvgeniyZh
  3. 003Hacker NewsSEP · 15English

    Nature Is Our Learning Environment

    Periodic Neon, an AI model trained on lab data, achieves 55.3% success on complex X-ray diffraction analysis—a 20x improvement over baseline models—and is now deployed to automate XRD interpretation for materials discovery, freeing scientists from hours of manual analysis.

    By arkadiyt