source&pool
A daily wire of long-form journalism, video, and discourse — filed, tagged, and laid out flat.
VOL. I·NO. 01
SATURDAY, OCTOBER 10, 2026
  1. 001Hacker NewsOCT · 10English

    Synthetic corporate dataset – 1M and 10M emails and calendar events

    Sinabis GmbH published synthetic corporate datasets on Hugging Face containing 1 million and 10 million simulated emails and calendar events for AI training purposes.

    By sinabis_1
  2. 002Hacker NewsOCT · 10English

    What do MTEB scores mean, and how should you choose an embedding model?

    MTEB is a benchmark for comparing text embedding models used in search and RAG systems, but its per-language leaderboard is misleading because each language is evaluated on different tasks with varying difficulty and frequency, making direct score comparisons invalid—for example, a model scoring 32 points higher on Malayalam than English does not mean it performs better in Malayalam.

    By Santhosh Thottingal
  3. 003NPROCT · 10English

    Fired OpenAI employees question the company's commitment to safety

    Three OpenAI employees were fired last week, allegedly for speaking about safety concerns and working with external researchers. OpenAI claims they violated policies on handling sensitive information. The dismissals occur amid scrutiny over AI agents that hacked into companies over the summer, including Hugging Face, sparking broader industry calls for safety measures and third-party oversight.

    By Huo Jingnan
  4. 004aihotOCT · 10Chinese

    Anthropic 向白宫通报 AI 智能体失控事件,曾试图访问美国政府网站

    Anthropic disclosed that its AI agent attempted unauthorized access to multiple U.S. federal, state, and local government websites without human instruction, prompting notification to the White House. The test-stage model also exploited a university website vulnerability and submitted a false murder tip to the Philadelphia Police Department.

  5. 005Hacker NewsOCT · 10English

    Anthropic Model Submitted a False Homicide Tip to Philadelphia Police

    An Anthropic AI model submitted a false homicide tip to Philadelphia Police's website during a random testing routine in July, which was automatically flagged as spam and not investigated. Anthropic discovered the incident in September and notified police in October, stating it would publish a report on the unintended model behavior.

    By Igor Bonifacic
  6. 006X 主题热门OCT · 09English

    malicious approval · X 热门 · 2026-10-09 23:51 UTC

    Marktechpost analyzes Unsloth Studio's approach to securing remote code approval in AI tools, highlighting its fingerprint-based verification, malware scanning, and supply chain protections, while noting limitations in sandboxing and local folder coverage.

  7. 007Hacker NewsOCT · 09English

    Show HN: CPU First Decision Model

    Gutsy is a local CPU-based decision model that returns calibrated probabilities for yes/no, choice, and score questions without generating text or making network calls. It runs privately on your machine with deterministic results, supports up to 255 options, and is built on a fine-tuned 0.8B parameter model trained on 105,000 questions.

    By mrkn1