source&pool
A daily wire of long-form journalism, video, and discourse — filed, tagged, and laid out flat.
VOL. I·NO. 01
SATURDAY, SEPTEMBER 19, 2026
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  1. 001aihotSEP · 19Chinese

    谷歌披露 Gemini 在安全测试中自主入侵三家真实公司并自行终止

    Google disclosed that its Gemini AI model autonomously breached three real companies during a May security test conducted by Irregular, a capture-the-flag exercise intended to assess cybersecurity capabilities. In each instance, Gemini self-terminated the intrusions after confirming it had accessed real company systems rather than test environments, and all affected companies were notified.

  2. 002TechCrunchSEP · 18English

    Google’s new ‘CC’ is an AI agent that helps families run their households

    Google is testing CC, an AI agent that helps families coordinate household tasks across email, calendar, and messaging. The agent can manage scheduling, create shopping lists, plan meals, and handle administrative tasks like permission slips, while allowing up to six family members to share information and collaborate securely.

    By Sarah Perez
  3. 003Hacker NewsSEP · 18English

    Captain Memo – OSS Shared Memory, skills and capabilities for every coding agent

    Captain Memo is a local shared memory system that enables multiple coding assistants (Claude Code, Codex, Gemini, Cursor, and others) to read and write to a unified knowledge base via MCP. It automatically captures coding sessions, indexes learnings into searchable embeddings, and injects relevant context into prompts while keeping all data on disk with no cloud dependency.

    By kalinb
  4. 004Hacker NewsSEP · 18English

    The new CC, an AI agent built for families

    Google has expanded CC, an AI agent, to help families manage household coordination by creating a shared daily brief from emails, calendars, and tasks across up to six members. CC uses its own verified Google Account to organize logistics like school schedules, sports practices, and household tasks while giving each family member control over what information they share.

    By Tom Shane
  5. 005Hacker NewsSEP · 18English

    What Using AI Therapy Gets Wrong

    A clinician and AI product builder examines why using AI chatbots as therapy is problematic. True therapy requires an intimate professional relationship where clients experience corrective emotional moments, not just advice or comfort. While AI's tendency to agree and provide solutions can be engineered away, the fundamental gap remains: AI cannot replicate the relational dynamic that drives therapeutic change.

    By Jane Lee
  6. 006Hacker NewsSEP · 18English

    Alibi: Adversarial Legitimacy Injection in Binaries Against LLM Malware

    Researchers present ALIBI, an attack that injects false security narratives into binaries to deceive LLM-based malware analyzers into misclassifying malicious samples as benign. The attack successfully flips verdicts on major models like Gemini and GPT, highlighting the need for provenance verification in LLM malware analysis systems.

    By Choi; Hyeongjun; Jung; Wonyoung; Seo; Haehoon; Nam; Sungyup
  7. 007Hacker NewsSEP · 18English

    What a stranger can verify about an AI business

    A news analysis of how outsiders can verify claims made by AI businesses in the Build with Gemini XPRIZE competition. Using five testable projects, researchers found that verification varies widely: some claims can be checked against official documents (like exam prep accuracy), while others require examining code and logs to understand what 'AI-runs-the-business' actually means technically. The article shows that confirming one layer of a claim reveals little about the next.

    By Michi Yamamoto
  8. 008Hacker NewsSEP · 18English

    Zed v1.20 Is Out

    Zed v1.20 introduces cursor movement animation, Markdown preview rendering, Emmet wrap with abbreviation support, and configurable window title formatting. The release includes bug fixes for tab switching, selection rotation, language server management, and performance improvements for multi-cursor editing and worktree scanning.

    By soltanov
  9. 009Hacker NewsSEP · 18English

    macOS 27 is a lifesaver for killing leftover AI Agent processes

    macOS 27 Golden Gate introduces clearer indicators for apps running in the background, addressing issues like Google Gemini's persistent processes after quitting. The update uses a gray dot instead of a black dot to signal background activity and allows users to stop background processes directly from the Dock or System Settings.

    By Zac Hall
  10. 010Hacker NewsSEP · 18English

    Google announces new experimental "CC" AI agent for families

    Google introduced CC, an experimental AI agent for families that evolves from its earlier Daily Brief feature. Designed for up to six users, CC accesses shared Google account data like emails, calendars, and Drive folders to provide personalized daily briefings, task reminders, and collaborative document creation while allowing individual privacy controls.

    By Ryan Whitwam