source&pool
A daily wire of long-form journalism, video, and discourse — filed, tagged, and laid out flat.
VOL. I·NO. 01
WEDNESDAY, SEPTEMBER 16, 2026
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  1. 001Hacker NewsSEP · 16English

    LLMs for Mortals 6 months later

    Six months after publishing "Large Language Models for Mortals," the author recompiled the book's 264 executable Python code cells and found minimal breakage: only three retired models required updates (Claude Opus 4, Claude 3 Haiku, Gemini 3 Pro), while core APIs like chat completions and structured outputs remained stable. The author notes what held up well (fine-tuning predictions, RAG patterns, TDD for agents), what needs updating (AWS Bedrock's simplification, open-source model endpoints), and upcoming challenges like temperature=0 deprecation in newer thinking models.

    By Andrew P Wheeler
  2. 002Hacker NewsSEP · 16English

    Gemini for Go Developers: Building Agents in Go

    Article introduces building AI agents in Go using Google's Gemini API across three implementation approaches: low-level GenAI SDK, Genkit pipeline framework, and Agent Development Kit (ADK). It explains agent architecture as an LLM connected to executable tools through a local harness, using a Retro Game Appraiser as a concrete example application.

    By Daniela Petruzalek
  3. 003Hacker NewsSEP · 16English

    AI safety beyond the frontier labs: uncensored local models

    A researcher reports that uncensored local AI models like Gemini and Qwen, with alignment safeguards removed, respond to unsafe requests 95-100% of the time compared to 1-5% for standard versions. As hardware requirements drop and free open models proliferate, widespread access to unfiltered AI poses risks including misuse guidance and vulnerability to manipulation by unstable users, requiring broader safeguarding beyond corporate oversight.

    By luxpir
  4. 004EngadgetSEP · 16English

    A Googlebook 'Celebration' Event Is Set For October 5

    Google is holding an 'Opening Night' celebration event on October 5 in New York City to showcase its new Googlebooks, Android-based AI laptops that will begin pre-orders on September 21. The devices, made by partners like Acer and Dell, feature Gemini AI integration, a 'glowbar' design element, and AI-powered features like Magic Pointer for contextual actions.

    By Kris Holt
  5. 0059to5MacSEP · 16English

    macOS 27 Golden Gate now available, here is everything new

    macOS 27 Golden Gate is now available with Apple's new AI-powered Siri developed in partnership with Google's Gemini, refined Liquid Glass design improvements, and a cleaner Safari interface. The update includes revamped app icons, standardized window corner radius, and removal of excessive menu icons that cluttered the previous version.

    By Marcus Mendes