source&pool
A daily wire of long-form journalism, video, and discourse — filed, tagged, and laid out flat.
VOL. I·NO. 01
THURSDAY, OCTOBER 8, 2026
  1. 021Hacker NewsOCT · 01English

    Pebble Round 2 Starts Shipping

    Pebble Round 2 smartwatches have begun production with the first 200 units arriving at the warehouse. The company is shipping in batches through December, with manufacturing challenges related to stainless steel case production but all other components ready. Pre-order customers can add discounted leather straps as a thank-you for their patience.

    By gumby271
  2. 022Hacker NewsOCT · 01Chinese

    The GPU Black Market That Washington Can't Shut Down

    A sophisticated GPU smuggling network diverts NVIDIA's advanced AI chips to China despite strict US export controls, with brokers operating openly across Hong Kong and Shenzhen. Industry insiders acknowledge the illicit trade is widespread and profitable, with China estimated to have access to 2.8 million H100-equivalent GPUs through smuggling, legal purchases, and domestic production. US enforcement efforts, including a 2026 arrest of Supermicro's co-founder, have failed to disrupt the flow of chips critical to AI development and national security.

    By Bernie Margulies
  3. 023Hacker NewsOCT · 01English

    Ask HN: Email leaked while traveling abroad?

    An American traveler received a suspicious German-language email to a rarely-used email address immediately after returning from a European vacation, raising concerns about potential data compromise during international travel. The email appeared to be an Amazon SES verification message with personal details, sent to an address never used in web forms and with no prior inbound messages.

    By thatonehack
  4. 024Hacker NewsOCT · 01English

    TwIL-LM3-Pro: 3.6B formal-logic model that beats VibeThinker-3B

    TwIL-LM3-Pro is a 3.66B parameter reasoning model for formal logic that improves in-domain performance by 28% over its base while maintaining general capability, outperforming VibeThinker-3B and competing with larger models like Qwen3-8B on formal logic benchmarks. Built through LoRA fine-tuning, checkpoint fusion, and reinforcement learning on IBM Granite 4.2, it achieves top performance on Track A metrics including macro gate (0.5539) and strict-7 accuracy (0.2879).

    By CD_webai
  5. 025Hacker NewsOCT · 01English

    Record-Low 31% Say College Education Is 'Important'

    Americans' view of college importance has hit a record low, with just 31% calling it 'very important'—down from 70% in 2013. The share saying college is 'not too important' has risen to 29%, nearly matching those who view it as very important, a dramatic reversal seen across all demographic groups.

    By Gallup; Inc; Megan Brenan
  6. 026Hacker NewsOCT · 01English

    Show HN: RGBoo – interactive lofi stream for Halloween

    RGBoo year 2 is a 24/7 interactive Halloween-themed lofi music stream where viewers can submit names and colors to modify the live display. The stream is accessible via website, YouTube, Twitch, and terminal.

    By na10
  7. 027Hacker NewsOCT · 01English

    Twitter Follower Distribution (2022)

    An analyst estimates the number of Twitter accounts with 10,000–20,000 followers by modeling follower distribution as a power law using two data points: the 50th most-followed account (37.7 million followers) and an assumed median account (1 follower). The model yields approximately 40,000 accounts in that follower range, with an acknowledged margin of error due to crude assumptions.

    By John
  8. 028Hacker NewsOCT · 01English

    I Gave My OpenClaw Agent a Physical Body

    A developer equipped an OpenClaw AI agent with a physical robot arm from HuggingFace's LeRobot project, demonstrating that AI models can now configure robotic systems, perform object manipulation, and train other models with minimal manual intervention. The "code as policy" approach, which uses AI-powered coding to control robots, has advanced significantly and is gaining adoption across research labs, with Google DeepMind's Gemini outperforming other models on robotics benchmarks.

    By Will Knight
  9. 029Hacker NewsOCT · 01English

    EU/Jev – First System One Model Hosted in the EU

    EU/Jev launches System One, an AI model hosted on Hetzner servers in Germany with direct inference processing, no external APIs, and compliance with EU data protection agreements. The service offers structured decision-making through an API with support for text classification and multi-option routing.

    By Bevel
  10. 030Hacker NewsOCT · 01English

    Last.fm Album Linkr: adds 'headers' on Recent Tracks section and Album collages

    Stig's Last.fm Album Linkr is a userscript that adds album links and headers to Last.fm's recent tracks section, with additional features including linkified About Me sections and optional tapmusic collages on user profiles.

    By StigNygaard
  11. 031Hacker NewsOCT · 01English

    Everybody Loves Big Boy

    Noelle, a steam locomotive enthusiast, chronicles the unprecedented cross-country tour of Big Boy, Union Pacific's massive retired steam engine, which drew massive crowds and media frenzy as it traveled east to celebrate America's 250th anniversary. The tour sparked intense fan engagement, social media obsession, and even dangerous overcrowding incidents, culminating in a major event at Altoona, Pennsylvania's historically significant Horseshoe Curve.

    By Noelle Mateer
  12. 032Hacker NewsOCT · 01English

    Show HN: Yedric – Add a natural-language interface to your SaaS

    Yedric is a developer tool that adds a natural-language interface to existing SaaS applications using AI. It allows users to interact with software through conversational requests, while providing developers with product feedback insights from user interactions.

    By aaroneous
  13. 033Hacker NewsOCT · 01English

    The Front Page of the Internet Is Killing RSS Feeds

    Reddit will shut down RSS feeds on November 13 and end public API access by March 2027, citing risks of large-scale data scraping. The move eliminates a key feature of the platform long known as a pre-AI internet haven, with no direct replacement for RSS-based subreddit tracking, though Reddit suggests Discord Relay as an alternative for some users.

    By Devesh Beri
  14. 034Hacker NewsOCT · 01English

    Various Projects Find Hidden SDR Capabilities in ESP32 Microcontrollers

    Researchers discovered undocumented SDR capabilities in ESP32 microcontrollers, enabling raw IQ baseband sample capture across 2.2–2.7 GHz and 4.8–6.0 GHz bands. Multiple independent projects leveraged this feature for spectrum analysis, direction finding, and FPV video reception, with the ESP32-S31 enabling continuous streaming via Gigabit Ethernet.

    By Admin
  15. 035Hacker NewsOCT · 01English

    Ask HN: What broke when you added the second agent?

    A Hacker News discussion asking users to share failures encountered when implementing multi-agent systems, particularly around shared state and tools. The post references Anthropic research showing agents tend toward correlated duplication rather than disagreement, and solicits specific examples of what went wrong and how teams fixed it.

    By druhinbala
  16. 036Hacker NewsOCT · 01English

    ParadeDB Search Performance Improvements

    PlanetScale released TIN, a full-text search extension for Postgres that initially showed 8x performance improvements over ParadeDB. ParadeDB responded with optimization work and closed the performance gap through several optimization passes unrelated to TIN's claimed architectural advantage of using Postgres ctid fields as document identifiers.

    By Ming Ying
  17. 037Hacker NewsOCT · 01English

    The Download: AI "mind-reading" and creative uses for small batteries

    An AI tool can reconstruct images from brain scans and predict brain activity from visual input, offering potential benefits for locked-in patients and dream research, though raising privacy concerns. Smaller, distributed batteries deployed in consumer applications like stovetops and food carts could collectively support grid capacity while avoiding community opposition to large utility-scale installations.

    By Thomas Macaulay
  18. 038Hacker NewsOCT · 01English

    Sony released the first CD audio player on this day in 1982

    Sony released the CDP-101, the world's first CD player for consumers, in Japan on October 1, 1982, priced at JPY 168,000. The device marked the beginning of the compact disc digital audio era, though it had technical limitations like a single DAC for stereo channels. CD adoption was gradual, with limited album catalogs and high prices initially delaying widespread consumer acceptance until the mid-1980s.

    By Mark Tyson
  19. 039Hacker NewsOCT · 01English

    Show HN: I made a computer vision tool for evaluating deadlift form

    A computer vision tool that analyzes deadlift form from side-on video clips using multiple AI models. It counts reps, measures bar height, tracks hip hinge angle, and evaluates back position (straight vs. rounded) with live probability scores overlaid on the video.

    By Jeremyipark
  20. 040Hacker NewsOCT · 01English

    Garry Kasparov: Assassins Were Indicted. Likely, I Was Their Target

    Garry Kasparov, chairman of the Renew Democracy Initiative, reveals that he and Ivan Tyutrin were identified as assassination targets in an indictment of alleged Russian operatives, following warnings from Lithuanian and US security services. Despite the threat, Kasparov vows to continue his opposition work against Putin's regime, including supporting Ukraine and pursuing legal action through European institutions to release frozen Russian assets.

    By Garry Kasparov