Thursday, October 22, 2026
23 stories · 255 sources48호
release · The Verge AI · 2건

Anthropic launches Claude Duet agent to rival Meta's Muse

Anthropic takes on Muse with Claude Duet, its new AI agent

Anthropic announced Claude Duet, an AI agent for professionals and small business owners, launching as a "research preview" and built around Claude Opus 5.5. It's available as a standalone iOS and Android app and through Claude on the web, sending a morning brief across connected apps and messaging you only when something needs attention.

With Claude Duet competing against Meta's Muse and OpenAI's Dots, developers choosing agent tools should compare how far each connects to apps and how it decides when to notify the user.

Today's 72–7

  1. industry · OpenAI · 2건

    OpenAI's GPT 6.1 models heading to Google Cloud and Antigravity

    OpenAI models are coming to Google Cloud

    Google Cloud will offer GPT 6.1 Astra, Sol, and Luna in the coming weeks, according to Ars Technica. OpenAI says it and Google Cloud are bringing frontier models and Codex workflows to Model Garden, available through Google Cloud Marketplace.

    Teams that already buy and run through Google Cloud Marketplace and Model Garden can evaluate OpenAI models and Codex workflows in the same environment, possibly without a separate vendor contract.

  2. research · Hacker News

    PHP2Shell: AI uncovers critical RCE in PHP

    PHP2Shell: AI uncovers critical RCE in PHP

    A Hacker News post titled PHP2Shell reports that AI uncovered a remote code execution (RCE) vulnerability in PHP. The title describes the flaw as critical.

    Teams running PHP in production should check for patch advisories on this RCE and review their update schedule.

  3. product · Hacker News

    Using Claude to reduce the attack surface of code

    Using Claude to reduce the attack surface of code

    A post titled "Using Claude to reduce the attack surface of code" appeared on Hacker News. Its title indicates it covers using Claude to shrink the attack surface of code.

    Developers weighing Claude for security reviews or refactoring can look at it as an example of using the model to cut a codebase's attack surface.

  4. industry · Hacker News

    Anthropic logged net loss of over $80B in first half of 2026

    Anthropic logged net loss of over $80B in first half of 2026

    A Hacker News post reports that Anthropic recorded a net loss of over $80B in the first half of 2026. No further details beyond the headline figure are given.

    Developers building on the Anthropic API may want to check provider-switching options and cost caps, since a loss of this size could eventually bear on pricing.

  5. research · Hacker News

    Claude designed protein binders against scorpion neurotoxins

    Claude designed protein binders against scorpion neurotoxins

    A Hacker News post reports that Claude designed protein binders targeting scorpion neurotoxins. The title points to a case of Claude being used for protein design work.

    Developers wiring Claude into scientific workflows like protein design need to decide in their pipeline where the model's design step ends and wet-lab validation begins.

  6. research · Hugging Face

    NVIDIA Kumo Relational Beats Supervised ML on Relational Data

    NVIDIA Kumo Relational Outperforms Supervised Machine Learning on Relational Data, No Training Required

    A Hugging Face post says NVIDIA Kumo Relational outperforms supervised machine learning on relational data. According to the title, it requires no training.

    Teams running prediction on relational data can now weigh a training-free approach against maintaining their own supervised training pipelines.

Releases today4

  1. ollama v0.40.8: mlx: add Flint model support (#19181)MLX 백엔드에서 Flint 모델을 지원한다트래커·GitHub
  2. ollama v0.40.7Perplexity의 27B 의사결정 모델 pplx-decider가 추가됐다트래커·GitHub
  3. claude-code v2.1.306클라우드 세션에서 환경 변수 없이 claude -p를 실행해도 "Not logged in" 오류가 나지 않는다트래커·GitHub
  4. gemini-cli v0.65.0텔레메트리 설정에서 커스텀 OTLP 헤더를 지원하고 세션 재개·인증 관련 안정성이 크게 개선됐다트래커·GitHub

Rising on GitHubstars gained in a day

  1. DietrichGebert/ponytailA tool that makes AI agents think like the laziest senior dev, favoring code never written.+2,051
  2. cloudflare/security-audit-skillCoding-agent skill for multi-phase security audits with independently verified, machine-readable findings.+1,997
  3. stablyai/orcaRun multiple CLI coding agents side by side in git worktrees+1,543
This week's repositories →

Also14

  1. How Specializing the Vocabulary of SLMs Can Cut Inference Cost by 77% in Real Applications
    Hugging Face·02:35
  2. Granite Speech 5.0: Transcribe, Translate, and Attribute more Accurately and Faster
    Hugging Face·10/21 23:58
  3. ChatGPT Ads expands to 26 new countries as over 100,000 advertisers have used the platform
    OpenAI·10/21 22:00
  4. Democratic governance of frontier AI, part II: Empowering cyber defenders
    OpenAI·10/21 09:00
  5. NVIDIA Kumo Forecast Combines Pretrained Time-Series Representations with Historical Pattern Retrieval and Interpretability
    Hugging Face·10/21 21:51
  6. Train in Simulation, Deploy on a Real Robot: Microduck with Isaac Lab 3.0
    Hugging Face·02:58
  7. Empowering frontline maternal care with AI-assisted ultrasound
    Google Research·01:23
  8. Profiling TorchNeuron (Part 1): System-level profiling on AWS Trainium.
    Hugging Face·01:04
  9. Mistral Advances AI for Engineering with NVIDIA
    Mistral·10/21 21:00
  10. Announcing SimReady Central: An Open Library of Simulation-Ready 3D Assets for Robotics and AI Factories
    Hugging Face·10/21 19:59
  11. Using thousands of AI agents to uncover new leads in biological data
    OpenAI·10/21 13:50
  12. Terminal X matches senior investor judgment 88.6% with GPT-6.1
    OpenAI·10/20 16:00
  13. How AT&T is rethinking in-house legal work with OpenAI
    OpenAI·02:00
  14. Southeast Asia’s digital economy to hit $368 billion
    Google AI·10/21 13:00

Korea2

  1. DeepSeek, 추론 엔진을 오픈소스로 공개
    GeekNews·10/20 19:35
  2. 셀렉트스타, 시스코와 AI 신뢰성 검증 협력 추진
    AI타임스·10/21 23:45