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 News3925X 主题热门3783CNBC83MacRumors71YahooFinance619to5Mac58Kotaku45Verge40IGN349to5Google33aihot33Gematsu31NintendoLife31BusinessInsider26Engadget26TechCrunch26Eurogamer25Guardian18Polygon17NBC16CNET14NPR14Fortune13FoxBusiness13USAToday13Wccftech13bgr12Gizmodo12Mashable12PushSquare12SeekingAlpha12Notebookcheck10WIRED10TechPowerUp9ABC8AppleInsider8CNN8Fox8GameInformer8Investor'sBusinessDaily8NewYorkPost8VideoGamesChronicle8WindowsCentral8CBS7ArsTechnica6BleepingComputer6NintendoEverything6CrudeOilPricesToday6Variety6AndroidPolice5GamesIndustry.biz5XBOXWire5PetaPixel5PureXbox5SamMobile5AlJazeera4AndroidAuthority4CoinDesk4DigitalFoundry4GameRant4GSMArena4SlashGear4Conversation4Register4WarhammerCommunity4Yahoo4CTech3ChromeUnboxed3DW3Jalopnik3Lifehacker3Motor13Blizzard3PCMag3PCWorld3Pokemon3RockPaperShotgun3RPGSite3SouthChinaMorningPost3Space3Hacker3TweakTown3VideoCardz3WindowsLatest3ZDNET3404Media280Level2Aftermath2AndroidCentral2AOL2AwfulAnnouncing2BleedingCool2BuzzFeed2CanonRumors2CyberSecurityNews2Deadline2DroidLife2DualShockers2Euronews2EventHubs2MotleyFool2FratelloWatches2Futurism2GameDeveloper2GearPatrol2Hodinkee2KITCO2LosAngelesTimes2MassivelyOverpowered2Maxroll2MP1st2MyNintendo2Nature2Newser2PaulKrugman2PokémonGOHub2RoadtoVR2SeattleTimes2SFGATE2Intercept2NextWeb2Tom'sGuide2UploadVR2YourTango2ABC111AboveLaw1ageofempires1AVClub1Benzinga1BikeRadar1Billboard1BloodyDisgusting1Borderlands1Boston1Bungie1Yahoo!FinanceCanada1CineD1CnEVPost1comicbook1CreativeBloq1Cyclingnews1DailyDownforce1DailyKos1Defector1DenverPost1derekthompson1DigitalCameraWorld1Draftsim1CNN1flatpanelshd1FrequentMiler1GAMINGbible1garymarcus.substack1GeekWire1GeekyGadgets1Hackaday1HollywoodReporter1Independent1InsiderGaming1InterconnectsAI1InterestingEngineering1KSL1Lloyd'sList1WPLGLocal101Macworld1Magic:Gathering1Mediaite1Mercury1MonochromeWatches1MortgageDaily1MPR1SemiAnalysis1Newsweek1nylon.com.sg1NYT1OregonLive1PageSix1PCGamesN1politico.eu1PittsburghPost-Gazette1QuantaMagazine1qz1SammyGuru1CultureMapSanAntonio1ScienceAlert1ScientificAmerican1Semafor1YahooFinanceSingapore1YahooSingapore1SportsIllustrated1SimpleFlying1supercarblondie1YahooTech1Tedium1TelecomTalk1GameBusiness1TheGamer1TimeExtension1LongmontTimes-Call1TmoNews1TopGear1TwistedVoxel1YahooFinanceUK1UnHerd1VisualCapitalist1WhatHi-Fi?1WOWT1WPBF1WRAL1WSB-TV1YGOrganization1
  1. 001Hacker NewsSEP · 17English

    We're releasing Kalypta, the first app to block AI notetakers in your meetings

    Kalypta is a new app that blocks AI notetakers from transcribing meeting audio by running a local model that distorts speech in real time, making it inaudible to AI transcription systems like Whisper while keeping audio clear to human listeners. The app is being released in beta for Mac and aims to give users control over where AI is active in their lives.

    By taubek
  2. 002Hacker NewsSEP · 17English

    Show HN: On-device meeting transcription for iPhone (no cloud, no account)

    Fieldnoter is an iPhone app that transcribes meetings and conversations entirely on-device without cloud storage or requiring an account. It offers speaker identification, AI summaries with key points and action items, translation, and export to multiple formats, with a one-time purchase model and no subscription required.

    By ljokr
  3. 003Hacker NewsSEP · 17English

    Show HN: SyntaxCue – local-first AI interview copilot (whisper.cpp and BYOK)

    SyntaxCue is a local-first AI interview copilot that captures live interview audio, transcribes it on-device using whisper.cpp, and streams answer suggestions without recording or uploading audio. The article details the complete technical pipeline across macOS and Windows, including system audio capture via CoreAudio Process Tap and WASAPI loopback, voice-activity detection, local transcription, and LLM response streaming.

    By SyntaxCue
  4. 004Hacker NewsSEP · 17English

    Show HN: Lumikey – Learn to play any YouTube video on the piano

    Lumikey is a software tool that transcribes audio from YouTube videos, MP3 files, or MIDI into piano rolls for learning to play. It supports MIDI keyboards and microphones, offers hand-specific practice modes, and includes mobile apps for iOS and Android that sync with the desktop version.

    By ycombmike
  5. 005Hacker NewsSEP · 16English

    Jotter – A local recording and transcription tool written in Rust

    Jotter is a local recording and transcription tool built with Rust, designed for on-device processing without requiring external services.

    By Nfishel
  6. 006Hacker NewsSEP · 16English

    Text Recognition techniques for premodern Italian and Devanāgarī manuscripts

    Two PhD candidates at the University of Pennsylvania explored handwritten text recognition (HTR) technology to transcribe premodern Italian and Devanāgarī manuscripts from Penn's collections during a 2025-2026 fellowship. Using the open-source platform eScriptorium and the Kraken ATR system, they created ground truth data through manual transcription to train models, investigating how HTR might streamline manuscript work and enable new research approaches across different scripts.

    By Dotporter
  7. 007Hacker NewsSEP · 14English

    Large-Scale Qualitative Research with AI

    The Socioscope project conducts large-scale qualitative research on food systems using AI to analyze hundreds of multimedia case studies across 31 countries. The paper documents the complete data pipeline infrastructure, including sampling, interviewing, transcription, quality control, and ethical compliance, reporting 686 cases with 1,430 hours of recordings and 12.6 million words of transcript from 2023-2026.

    By Lahlou; Saadi; Caicedo; Juan Pablo; Sekhsaria; Shriya; Fournand; Valentine; Yamin; Paulius; Nowotny; Helga
  8. 008Hacker NewsSEP · 14English

    Every tool you need, right in the browser

    A collection of free browser-based tools that operate privately without requiring signup or file uploads, including background removal, PDF editing, audio/video transcription, code generation, and image conversion.

    By rajeshrajappan
  9. 009Hacker NewsSEP · 13English

    Show HN: Notula for Google Meet

    Notula for Google Meet is a browser extension that provides real-time transcription of Google Meet calls with speaker identification, saving transcripts as Markdown files to local folders. The tool leverages Google Meet's built-in captions, stores data locally without sending audio to external servers, and integrates with note-taking workflows by saving meetings to version-controlled repositories.

    By anetrebskii
  10. 010Hacker NewsSEP · 12English

    Show HN: Next Notes – local dictation, meeting notes, and actions app

    Next Notes is a macOS dictation and meeting notes app that uses push-to-talk for on-device transcription, automatically records calendar meetings and calls with speaker attribution, and generates meeting summaries and actions using local LLMs. The app integrates with Apple Calendar and Google Calendar, runs entirely on-device except for model downloads, and supports both Apple and Parakeet transcription backends.

    By Spyhack
  11. 011Hacker NewsSEP · 11English

    Expanding the Pareto Frontier for Realtime Transcription

    Nari launches Qwen3-ASR, a speech-to-text model ranked in the top 5 for accuracy on Coval Benchmarks with sub-50ms latency and the lowest pricing at $0.06 per hour. The company entered public beta today with free limited-time access to its Fast and Standard endpoints for real-time transcription.

    By Nari Labs Team
  12. 012Hacker NewsSEP · 11English

    Introducing EP-1: A local model that summarises meetings

    Epilude introduces EP-1, an on-device AI model that enables meeting transcription and summarization entirely on Mac without cloud processing. While EP-1 achieves 62% accuracy compared to cloud mode's 92%, it offers privacy-conscious users local alternatives for dictation and meeting notes.

    By Epilude Team
  13. 013Hacker NewsSEP · 11English

    Show HN: Free Online Bates Numbering Tool for PDFs – 100% Private and Local

    SpeechText.AI offers a free, browser-based Bates numbering tool for PDFs that processes documents entirely locally without uploading to servers, addressing privacy concerns for legal professionals handling confidential materials under HIPAA and GDPR. Users can customize prefixes, sequential numbering, fonts, and alignment for court-ready discovery files and evidence exhibits.

    By robgehring
  14. 014Hacker NewsSEP · 11English

    YuE2 · Frontier Music with Symbolic Planning

    YuE2 is a frontier music generation model achieving state-of-the-art results on SongBench with a score of 6.9632, outperforming Suno v5. The system includes MERT2 for music understanding, SheetSage2 for transcription across six tasks, and supports agentic music editing through conversational interaction.

    By sexy_seedbox
  15. 015MacRumorsSEP · 11English

    You Can't Use Apple Watch's Live Rewind Secretly, Apple Says

    Apple is introducing Live Rewind on Apple Watch Series 12 and Ultra 4, a feature that transcribes the last 15 seconds of audio when activated via Digital Crown press. The company has implemented safeguards including an audible chime, visual indicators, and on-device processing in a Secure Exclave to prevent secret activation and address privacy concerns.

    By Juli Clover