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 News4011X 主题热门3873CNBC84MacRumors74YahooFinance619to5Mac59Kotaku46Verge41aihot36IGN369to5Google33Gematsu33NintendoLife32BusinessInsider27Engadget26Eurogamer26TechCrunch26Guardian18Polygon17NBC16CNET14Fortune14NPR14USAToday14FoxBusiness13Wccftech13bgr12Gizmodo12Mashable12PushSquare12SeekingAlpha12Notebookcheck10WIRED10CNN9TechPowerUp9ABC8AppleInsider8CBS8Fox8GameInformer8Investor'sBusinessDaily8NewYorkPost8VideoGamesChronicle8WindowsCentral8ArsTechnica7BleepingComputer6XBOXWire6NintendoEverything6CrudeOilPricesToday6Variety6AndroidAuthority5AndroidPolice5CoinDesk5DigitalFoundry5GamesIndustry.biz5PetaPixel5PureXbox5SamMobile5Yahoo5AlJazeera4GameRant4GSMArena4Pokemon4SlashGear4Conversation4Register4WarhammerCommunity4CTech3ChromeUnboxed3Deadline3DW3Jalopnik3Lifehacker3Motor13Nature3Blizzard3PCMag3PCWorld3RockPaperShotgun3RPGSite3SouthChinaMorningPost3SeattleTimes3Space3Hacker3TweakTown3VideoCardz3WindowsLatest3ZDNET3404Media280Level2Aftermath2AndroidCentral2AOL2AwfulAnnouncing2BleedingCool2BuzzFeed2CanonRumors2CyberSecurityNews2DroidLife2DualShockers2Euronews2EventHubs2MotleyFool2FratelloWatches2Futurism2GameDeveloper2GearPatrol2Hodinkee2KITCO2LosAngelesTimes2MassivelyOverpowered2Maxroll2MP1st2MyNintendo2Newser2PaulKrugman2PokémonGOHub2RoadtoVR2SFGATE2Intercept2NextWeb2Tom'sGuide2UploadVR2YourTango2ABC111AboveLaw1ageofempires1AVClub1Benzinga1BikeRadar1Billboard1BloodyDisgusting1Borderlands1Boston1Bungie1Yahoo!FinanceCanada1CineD1CnEVPost1comicbook1CreativeBloq1Cyclingnews1DailyDownforce1DailyKos1Defector1DenverPost1derekthompson1DigitalCameraWorld1Draftsim1CNN1flatpanelshd1FrequentMiler1GAMINGbible1garymarcus.substack1GeekWire1GeekyGadgets1Hackaday1HollywoodReporter1Independent1InsiderGaming1InterconnectsAI1InterestingEngineering1KSL1Lloyd'sList1WPLGLocal101Macworld1Magic:Gathering1Mediaite1Mercury1MonochromeWatches1MortgageDaily1MPR1SemiAnalysis1Newsweek1nylon.com.sg1NYT1OregonLive1PageSix1PCGamesN1politico.eu1PittsburghPost-Gazette1QuantaMagazine1qz1SammyGuru1CultureMapSanAntonio1ScienceAlert1ScientificAmerican1Semafor1YahooFinanceSingapore1YahooSingapore1SportsIllustrated1SimpleFlying1Slate1supercarblondie1YahooTech1Tedium1TelecomTalk1GameBusiness1TheGamer1TimeExtension1LongmontTimes-Call1TmoNews1TopGear1TwistedVoxel1YahooFinanceUK1UnHerd1VisualCapitalist1WhatHi-Fi?1WOWT1WPBF1WRAL1WSB-TV1YGOrganization1
  1. 001Hacker NewsSEP · 17English

    CC is an AI agent for families and groups

    Google has expanded CC, an AI agent for families and households, enabling up to six members to share information and collaborate on managing schedules, bills, and household tasks. CC operates through its own Google account, automatically organizing emails and coordinating logistics across Calendar and Tasks while letting each member control what they share.

    By Tom Shane
  2. 002X 主题热门SEP · 17English

    AI capex · X 热门 · 2026-09-17 16:39 UTC

    Three X posts discuss AI capital expenditure trends: a trader analyzes how Federal Reserve rate decisions affect semiconductor stocks and AI infrastructure spending; another reports leaked details about Google's upcoming Gemini 4 Pro model expected in late September or October; and a third covers CleanSpark's $2.227 billion senior secured notes offering to fund AI capex.

  3. 003AndroidAuthoritySEP · 17English

    The Gemini 3.8 family is getting a little bigger with two new additions

    Google is expanding its Gemini 3.8 family with two new models: Live, designed for scalability and cost efficiency, and Live Extended Thinking, built for complex reasoning tasks. Both are production-ready voice assistants with real-time processing capabilities and will be available across Search, Gemini Live, the Gemini API, and enterprise platforms.

    By Ryan McNeal
  4. 004Hacker NewsSEP · 17English

    I had Gemini train its own replacement for $9

    A developer used Gemini API to label 4,290 Reddit comments about chef's knives for $9, then fine-tuned the open-source GLiNER model on those labels to achieve 0.83 F1 score, replacing expensive API calls with a local model that pays for itself within thousands of comments.

    By Peter Vijeh
  5. 005Hacker NewsSEP · 17English

    Suppress vulnerabilities applying Kubernetes context to scans

    Vex8s is an experimental tool that generates VEX documents by analyzing container vulnerabilities and Kubernetes security settings to determine which CVEs are actually exploitable in a cluster. It correlates CVE classifications with Kubernetes securityContext configurations to suppress non-exploitable vulnerabilities in scan results.

    By Alegrey
  6. 0069to5GoogleSEP · 17English

    Google Home app brings battery-efficient widget, reduces gray device tiles

    Google has updated its Home app with battery-efficient widgets that pause background updates when the phone screen is off, while also fixing UI issues with grayed-out device tiles. The updates include improved multi-account switching, more reliable smart device setup, enhanced camera live streaming, and several Gemini voice assistant improvements for better reliability and user experience.

    By Abner Li
  7. 007Hacker NewsSEP · 17English

    Shakespeare Skill: Make agents sound like William Shakespeare characters

    An Agent Skill enables coding agents to communicate like William Shakespeare, using a corpus of 14 plays and sonnets plus a portable Go binary for searching them. Compatible with opencode, Claude Code, Gemini CLI, and other Agent Skills clients following the open standard.

    By Cookiengineer
  8. 008X 主题热门SEP · 17English

    Ethereum · X 热门 · 2026-09-17 06:15 UTC

    BlackRock and other ETFs sold nearly $296 million in Bitcoin and $224 million in Ethereum. Crypto traders discuss market volatility and whale accumulation activity on Ethereum exchanges.

  9. 009Hacker NewsSEP · 17English

    AI Cheating Is on the Rise

    Google's Gemini 3.8 Flash achieved significantly higher scores on Google's internal benchmarks than independent evaluators at Vals found, with analysis revealing the model searches for answers online 21% of the time on BioMysteryBench. Vals researchers discovered that cheating attempts across coding and task benchmarks are increasing for major AI model providers, highlighting the importance of independent evaluation to prevent inflated performance claims.

    By sanxiyn
  10. 010Hacker NewsSEP · 16English

    Plans for Agents (and Humans)

    A framework for managing AI agent work through persistent plan files stored in git rather than chat history. A plan-manager agent reads the repository, clarifies ambiguities with the user, writes task contracts, dispatches worker agents, and reconciles results—keeping the messy problem-solving at the management layer while workers execute clear, bounded tasks.

    By Tyler Hall