Friday, October 16, 2026
22 stories · 292 sources42호
release · Hugging Face · 3건

Meta releases open-weight Muse Spark Open, runs on Macs

Welcome Muse Spark Open: open-weight frontier multimodal mixture-of-experts model from Meta

Meta launched Muse Spark Open, a multimodal mixture-of-experts model it calls the "most capable US open-weight model to date." Developed with Apple, it can run on a desktop using two Apple M5 Ultra Mac Studios with the latest MLX framework.

An open-weight multimodal MoE model that runs locally on Apple silicon via MLX gives developers a new option to weigh against cloud APIs on cost and data exposure.

Today's 72–7

  1. release · Hacker News · 3건Korean coverage · GeekNews · AI타임스

    Liquid AI releases LFM2.5-24B-A2B for fast on-device agents

    LFM2.5-24B-A2B: Built for fast on-device agents

    Liquid AI released LFM2.5-24B-A2B, a mixture-of-experts model that activates only 2B of its 24B parameters per token. It targets fast agents running on-device, and both the base and post-trained models are available as open weights.

    With only 2B active parameters per token and open weights, it is a candidate to download and benchmark for on-device tool-using agents where latency and data privacy matter.

  2. release · Mistral

    Mistral Introduces Timestral, Probabilistic Forecasting Models

    Introducing Timestral

    Mistral introduced Timestral, a state-of-the-art probabilistic forecasting model family offered in four sizes from 5M to 209M parameters. It is described as CPU-efficient and ready for zero-shot use.

    With sizes from 5M to 209M parameters and a CPU-efficiency pitch, you can test whether forecasting fits on existing CPU servers without GPUs, which changes inference cost and deployment design.

  3. product · TechCrunch AI · 2건

    Google launches Universal Cart shopping tool in the US

    Google’s Universal Cart shopping tool launches in the US

    Google's Universal Cart, previewed at I/O in May, is now rolling out in the US across the Gemini app and Google Search. It lets users save products from multiple retailers in one unified cart, and items added via the Gemini app and Search AI Mode carry across Google platforms.

    Developers building shopping agents or commerce integrations should check where their own cart and saved-product features now overlap with a cart built into Gemini and Search.

  4. research · Hacker News

    Simons Foundation launches $15M effort to help mathematicians with AI

    Simons Foundation launches $15M effort to help mathematicians navigate AI era

    The Simons Foundation has launched a $15M effort to help mathematicians navigate the AI era. The news was shared on Hacker News.

    Foundation money is now flowing into AI's role in math research, so developers building proof-assistant or mathematical reasoning tools can gauge researcher demand and possible collaborations.

  5. release · Hugging Face

    Granite Switch 4.1 Handles Chat, Decisions, and Speech from One Endpoint

    Granite Switch 4.1: Chat, Decisions, and Speech from One Endpoint

    Hugging Face published Granite Switch 4.1. According to its title, it covers chat, decisions, and speech from a single endpoint.

    Developers running separate models and endpoints for chat, decision logic, and speech can evaluate whether one endpoint could simplify their architecture and operations.

  6. research · Google DeepMind

    DeepMind uses Google Antigravity to speed antimicrobial peptide search

    Accelerating the search for antimicrobial peptides with Google Antigravity

    Google DeepMind describes using Google Antigravity for Science in the search for novel antimicrobial peptides. The stated aim is to accelerate that search.

    It shows Google Antigravity for Science being applied to a real discovery pipeline, so teams automating scientific workflows can add it to the tools they compare.

Releases today7

  1. claude-code v2.1.301무인 재시도 모드가 너무 먼 사용량 한도 리셋 시 대기하지 않고 요청을 끝낼 수 있게 됐다트래커·GitHub
  2. codex rust-v0.163.0요약 준비 중트래커·GitHub
  3. ollama v0.40.5비전-언어 모델 Nemotron 3.5 Super와 Bolt를 `ollama run nemotron-3.5-super`로 실행할 수 있게 됐다트래커·GitHub
  4. transformers v5.20.0Muse Spark Open, Ling 3.0 Flash, Kolibri 1 등 신규 모델 여러 개가 추가됐다트래커·GitHub
  5. openai-agents-python v0.24.0실행 전체에 적용되는 도구 예외 포맷팅을 지원하고 MCP 어노테이션을 변환된 도구에 노출한다트래커·GitHub
  6. vllm proto-v0.6.0릴리스 노트 없음트래커·GitHub
  7. open-webui v0.12.2Tool Search에서 모델이 call_tool로 지연 도구를 실행하고, 자체 호스팅 MinerU 4.x 서버를 지원한다트래커·GitHub

Rising on GitHubstars gained in a day

  1. morluto/reaReverse engineer binaries and apps through your AI agent, with evidence+32,282
  2. debpalash/VoiceStudioOpen-source, fully local voice studio for voice cloning, voice design, video dubbing, dictation, transcription and audiobooks in 646 languages.+3,027
  3. K-Dense-AI/scientific-agent-skillsLibrary of 177 scientific agent skills and 100+ scientific databases for biology, chemistry, medicine and drug discovery.+1,091
This week's repositories →

Also13

  1. Apertus 1.5 Release Notes
    Hugging Face·10/15 18:08
  2. Welcome FLUX.3 Image Klein in Diffusers
    Hugging Face·10/15 09:00
  3. Epic says its new vibe-coded Epic Games Launcher is faster than Steam
    Ars Technica AI·10/15 06:15·댓글
  4. Seeing, Maintaining, and Learning: The Evolution of Multimodal Agent Memory
    HF Daily Papers·10/14 06:11·14점
  5. Anthropic's Scion is heavily inspired by Mononoke
    Hacker News·10/15 05:30·147점·댓글
  6. Why We're Banning AI
    Hacker News·03:32·149점·댓글
  7. Neural Networks Are Already Clean
    Hacker News·01:04·104점·댓글
  8. AI was great until it was not
    Hacker News·10/15 17:18·100점·댓글
  9. Has AI tells
    Hacker News·10/15 01:52·103점·댓글
  10. An update on independent evaluators
    Anthropic·10/15 09:00
  11. τ-Emotion-Bench: Exposing the Interaction Fragility of LLM Agents through Real-World User Emotions
    HF Daily Papers·10/14 09:19·2점
  12. Share the Symbol, Not the Vector: Training-Free Fact Communication Across Language Models
    HF Daily Papers·10/14 12:19·1점
  13. Teaching students to think and learn through questions
    OpenAI·10/15 22:00

Korea2

  1. 마인드로직, 대학·공공 넘어 개인사용자 겨냥 AI 플랫폼 '베이즈' 출시
    AI타임스·01:02
  2. VNTG·한국MS, 제조 현장 AI 전환 실행 체계 공동 구축
    AI타임스·10/15 20:28