#Meta
ITHome · AISame story · 3 outlets5858 ITHome · AI6565 Meta acquires Sundial to enable data analysis through chatbots
Meta has acquired Sundial, an AI data analysis platform founded by former Meta employees, which supports businesses in asking questions in natural language and quickly obtaining analytical results through chatbot plugins. Sundial founder Chandra Narayanan will be responsible for the data analysis tools and AI agents work in Meta's newly formed DATA department.
The Verge · AISame story · 2 outletsSame story · 2 outlets- 404 Media · Meta updates its commercial account AI data usage terms, users in the EU and UK can object
- 404 Media · Meta halts update to commercial terms after widespread opposition to AI training conditions
How the accounts differ:The Verge states the delay is due to global publisher opposition; 404 Media mentions artist and small business dissatisfaction and the ability for EU and UK users to object.
Hugging Face Daily Papers6565
Meta Expert: Cross-layer meta expert sharing for implementing efficient MoE models
Meta Expert Model Reduces Redundancy Through Cross-Layer Meta-Expert Sharing, Compared to Layer-Local Expert MoE Models, It Has Lower Parameter Redundancy, Lower Cross-Entropy Loss, and Higher Accuracy on Downstream Tasks. When Activation Amount and Expert Granularity Are Fixed, This Model Achieves Performance Comparable to Vanilla MoE Using Only 70-80% of Experts, Significantly Enhancing Model Scalability. Theoretical Analysis Shows that Meta-Experts Provide More Flexible Residual Paths, Thus Improving Information Retrieval Efficiency.
The Verge · AI6565Meta has re-enabled the Muse sharing feature
After safety researchers reported that public discussion links for Muse were easily discoverable, Meta re-enabled Muse sharing. Researchers said they could find Muse pages, such as an internal revenue review at a marketing company and a loan application from a small business owner. Meta said the issue was with the shared Muse project URLs, which have now been fixed, but previously shared projects have received new URLs, and old links will direct users to the new links.
The Verge · AI6565Meta's AI may still scrape news websites, legal experts say
Meta has adjusted its commercial terms to remove language suggesting it can freely train AI models on news websites, but legal experts say these changes are not enough to address their concerns. Meta's new commercial terms allow the use of website content associated with business accounts to 'develop, research,' and 'train' Meta's products, raising legal experts' concerns that Meta may use this clause to scrape the entire content of websites. The revised terms still allow Meta to use scraped content to 'develop any 'commercial product'' , legal experts believe this may still be used to train AI models.
TechCrunch · AI7070Spotify views AI agents as a key growth engine.
Spotify's third-quarter users reached 7.88 billion, with revenue close to $5.6 billion. The CEO believes its model is particularly suitable for the AI agent era, interacting through dialogue rather than direct app interaction, becoming the preferred music service for agents. Spotify has integrated Meta Muse, ChatGPT, and Claude, emphasizing that user data is not leaked, and agents complete recommendations by making API calls to Spotify's own system.
36Kr · AI6565 Meta's credit risk indicators have hit a record high, with the market worried about tech giants issuing large amounts of debt for AI expansion
Meta Platforms' five-year credit default swap (CDS) quote has risen to its highest level since its listing, reaching about 119.3 basis points per year. The company has committed to spending $825 billion in the future, primarily on artificial intelligence computing power and infrastructure, raising concerns in the market about tech giants issuing large amounts of debt for AI expansion.
36Kr · AI6565 Goldman Sachs commits $500 million to establish a Small Business AI Research Institute, partnering with OpenAI, Google, and others to advance AI applications.
Goldman Sachs Commit $500 Million to Establish Small Business AI Research Institute, Collaborating with Anthropic, Google, Meta, and OpenAI to Help US Small Businesses Integrate AI into Daily Operations. The Institute Will Collaborate with OpenAI to Provide Customized AI Training and Collaborate with Google to Provide AI Professional Certificate Courses and 3 Months of Free Google AI Pro Usage Rights.
MarkTechPostGoogle has open-sourced TorchTPU: a native PyTorch backend for cloud TPU.
Google has open-sourced TorchTPU, a native PyTorch backend designed for cloud TPU, replacing PyTorch/XLA and supporting eager-first execution.
The Verge · AI4040How Meta funds AI progress with new share class
Meta announced the issuance of a class of non-voting stock to fund its AI initiatives, with the transaction set to begin in 2027. The company expects its capital expenditures this year to be between 135 billion and 145 billion US dollars. Muse AI agents were launched this week, but their conversation sharing feature has been paused due to privacy issues.
PyTorch BlogFlyDSL accelerates AMD MI350 series GPU computing through existing PyTorch API
PyTorch users can accelerate dense and grouped GEMM, fused multi-head attention, MXFP8/MXFP4 scaled GEMM, RMSNorm, and TopK on AMD MI350 series GPUs using FlyDSL with existing operator API without calling custom kernels
Ars Technica · AISame story · 3 outlets6565Meta Muse exposes personal and business secrets when users share conversations
Meta Muse exposes sensitive information when users share conversations via web links, researchers report. Meta responded to inquiries by saying it will pause the sharing feature for review. Researchers found 6,800 sharing links, hundreds of which contained non-public information.
Ars Technica · AI6060Meta has removed the word 'training' from its business terms to address AI opposition.
Meta removed the term 'training' from its business terms to address opposition from the AI community, as global news media organizations call on regulators to intervene and prevent its terms from taking effect. The CEO of the UK News Media Association called Meta 'shameless land grabbers', while the European Publishers' Council has requested intervention from the European Commission. The chair of the US News/Media Alliance described its terms as 'shocking and potentially illegal'.
The Verge · AISame story · 3 outlets6565Meta temporarily pauses Muse sharing feature as researchers find AI chat links publicly accessible
Meta has disabled the sharing feature for Muse, as researchers discovered over 6,800 publicly accessible Muse links through public DNS records; researchers noted that Meta's link design made them easily discoverable, leading to hundreds of Muse chats being exposed, including confidential business information and private data.
Platformer3030Joel Kaplan leaves Meta
Joel Kaplan has left Meta. OpenAI's solving speed on mathematical problems has surpassed human understanding speed, potentially causing an identity crisis for mathematicians. The X platform is degenerating from a global public square into a closed club.
Google Developers BlogMeta's TorchTitan integrates TorchTPU and optimizes TPU model training.
Meta's TorchTitan integrates TorchTPU, enabling PyTorch models to be trained natively on Google Cloud TPU with minimal code changes.
Meta EngineeringMeta introduces GenRecs Tokenization to reshape ad recommendations with a stable model vocabulary.
GenRecs Tokenization enhances conversion rates by 0.35% for advertisers by representing items like ads and products with a stable semantic vocabulary, combined with Meta's Generative Ad Model (GEM) and adaptive ranking model. This technology leverages the world knowledge of pre-trained large models to enable recommendation systems to understand preferences of new items or users with no historical interaction, accelerates learning through shared concepts, achieves cross-activity transfer, and improves performance as large model scale increases, forming a feedback loop for performance improvement.
Ars Technica · AIMeta is expected to use a completely new commercial TOS to avoid millions of AI licensing fees
Meta is about to update its terms of service, requiring business accounts to allow Meta to use their linked website content to train AI, not just social media posts. The new terms will take effect on October 30 and are non-negotiable. News publishers may therefore have to pay millions of dollars in licensing fees to Meta, as they are currently fighting with OpenAI over whether AI training constitutes fair use.
Meta Engineering2222
Baseten BlogMeta releases Muse Spark Open: an open-source weight model designed for code agents
Meta releases Muse Spark Open, an open-source weight model with 816B parameters designed for code agents, featuring 42.7B active parameters, a 1M token context window, and full-modal input (text, image, video, audio), performance comparable to cutting-edge lab models, using a compressed MoE architecture and hybrid global/local attention mechanisms to optimize inference efficiency, reducing model size to 540GB via NVFP4 checkpoints.
Together AI BlogMeta Muse Spark Open launched on the Together AI platform
Meta Muse Spark Open has been launched on the Together AI platform, which is currently the most powerful US open-source heavy model, designed for long-running intelligent coding workflows that require the entire codebase to be stored in context
Modal Blog7575Muse Spark Open is now officially available on Modal.
Meta's Muse Spark Open large model is now available on Modal Auto Endpoints, supporting intelligent coding and long-term tasks, with native multimodal understanding and a 1M token context window, capable of completing code writing, debugging, multi-step planning, sequential tool use, and fault recovery in extended workflows.
Latent Space00Meta Muse Wonder and Muse Wonder Full: the Claude 5.5-level cutting-edge model of MSL
Meta Superintelligence Labs has released Muse Wonder (codenamed 'Watermelon') and its full-featured version Muse Wonder Full, positioning them as SOTA models for personal and professional AI agent work.
Artificial Analysis ArticlesMeta releases Muse Wonder and Muse Wonder Full, achieving a significant leap in intelligence level compared to previous Meta models.
Meta releases Muse Wonder and Muse Wonder Full, achieving scores of 52 and 56 on the Artificial Analysis Intelligence Index v4.3 under maximum reasoning effort, representing a significant improvement over Muse Spark 1.3's 48.
Big Technology7070Anthropic's IPO and our shared leap of trust
Anthropic's 2024 revenue grew to $4.6 billion, but its infrastructure spending last year was $7.3 billion, and it is expected to invest $518 billion in the next decade, of which about 80% are irreversible commitments. The company needs to maintain growth amid fierce competition, increasing political risks, and tighter funding, otherwise its massive financial obligations may trigger systemic risks. The AI industry is facing challenges of declining advantages of cutting-edge models and tightening commercial spending, with companies increasingly preferring to use standard models to improve ROI.
Meta AI BlogMeta AI's SAM 3 and DINOv3 models drive the first wave of progress for the Genesis mission project
Meta AI's open-sourced SAM 3 and DINOv3 models achieve 3D semantic segmentation and reconstruction of scientific images within 15 minutes using 300 A100 GPUs on the NERSC supercomputer, helping the U.S. Department of Energy's Genesis mission project overcome the analytical bottleneck caused by data explosion after ALS upgrade, and has realized a 20-fold increase in monthly expert annotation efficiency in grapevine drought cell-level research.
Meta AI BlogMeta AI has released the Muse Spark 1.1 multimodal reasoning model.
Muse Spark 1.1 is the latest multimodal reasoning model released by Meta Superintelligence Labs, significantly improving in tool and computer use, coding, and multimodal understanding, supporting million-token context windows. It is open to developers for public preview via the Meta Model API, surpassing Muse Spark and matching leading alternatives in Meta's internal coding evaluations.
Meta AI BlogMeta AI releases Muse Image and Muse Video: First media generation models
Meta AI has released its most advanced image generation model, Muse Image, which can faithfully follow instructions, accurately edit, compose from multiple references, and has the ability to use agent tools, integrated with Muse Spark; Muse Video is also based on the same pre-training foundation, providing excellent visual fidelity and supporting native audio.
Meta AI BlogMeta AI releases Brain2Qwerty v2, a non-invasive brain-computer interface that decodes sentences in real-time
Meta AI releases Brain2Qwerty v2, a non-invasive brain-computer interface that decodes sentences in real-time with a word accuracy rate of 61%; v1 training code and dataset are open-sourced, with the v1 dataset released by collaborator BCBL.





















