Meta AI (FAIR)

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  "wikiId": "E549",
  "path": "/knowledge-base/organizations/meta-ai/",
  "filePath": "knowledge-base/organizations/meta-ai.mdx",
  "title": "Meta AI (FAIR)",
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  "lastUpdated": "2026-02-11",
  "dateCreated": "2026-02-15",
  "summary": "Comprehensive organizational profile of Meta AI covering \\$66-72B infrastructure investment (2025), LLaMA model family (1B+ downloads), and transition from FAIR research lab to product-focused GenAI team. Documents significant talent exodus (50%+ of LLaMA authors departed), weak safety culture, and aggressive open-source strategy amid racing dynamics toward 2027 AGI timeline.",
  "description": "Meta's AI research division founded in 2013, pioneering open-source AI with PyTorch (63% of training models) and LLaMA (1B+ downloads).",
  "ratings": {
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    "actionability": 3.8,
    "objectivity": 3.5
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  "category": "organizations",
  "subcategory": "labs",
  "clusters": [
    "ai-safety",
    "community",
    "governance"
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  "unconvertedLinks": [
    {
      "text": "departure of AI pioneer Yann LeCun",
      "url": "http://markets.chroniclejournal.com/chroniclejournal/article/finterra-2026-2-6-meta-platforms-meta-2026-deep-dive-the-superintelligence-era-and-the-100b-ai-gamble",
      "resourceId": "90a39db063c5fb45",
      "resourceTitle": "Finterra Deep Dive - Meta 2026"
    },
    {
      "text": "LeCun launched fundraising talks",
      "url": "https://fortune.com/2025/12/19/yann-lecun-ami-labs-ai-startup-valuation-meta-departure/",
      "resourceId": "96212024a0dc8d36",
      "resourceTitle": "Fortune - Yann LeCun AMI Valuation"
    },
    {
      "text": "Alex LeBrun, co-founder and CEO of Nabla",
      "url": "https://techcrunch.com/2025/12/19/yann-lecun-confirms-his-new-world-model-startup-reportedly-seeks-5b-valuation/",
      "resourceId": "878d539f31569478",
      "resourceTitle": "TechCrunch - LeCun World Model Startup"
    },
    {
      "text": "Alexandr Wang",
      "url": "http://markets.chroniclejournal.com/chroniclejournal/article/finterra-2026-2-6-meta-platforms-meta-2026-deep-dive-the-superintelligence-era-and-the-100b-ai-gamble",
      "resourceId": "90a39db063c5fb45",
      "resourceTitle": "Finterra Deep Dive - Meta 2026"
    },
    {
      "text": "Daily actives generating media within Meta AI tripled year-over-year",
      "url": "https://about.fb.com/news/2026/01/2026-ai-drives-performance/",
      "resourceId": "9a5932d18793c667",
      "resourceTitle": "Meta 2026 AI Performance Report"
    },
    {
      "text": "over 1 billion monthly active users",
      "url": "https://resourcera.com/data/artificial-intelligence/meta-ai-users/",
      "resourceId": "6c10f36af718a1bc",
      "resourceTitle": "Resourcera - Meta AI User Statistics"
    },
    {
      "text": "WhatsApp dominates with 630 million active AI users",
      "url": "https://resourcera.com/data/artificial-intelligence/meta-ai-users/",
      "resourceId": "6c10f36af718a1bc",
      "resourceTitle": "Resourcera - Meta AI User Statistics"
    },
    {
      "text": "preparing next-generation \"Mango\" and \"Avocado\" AI models",
      "url": "https://mlq.ai/news/meta-readies-nextgeneration-mango-and-avocado-ai-models-for-2026-launch/",
      "resourceId": "aa7c6e68cd5cdfe6",
      "resourceTitle": "MLQ.ai - Meta Mango Avocado Models"
    },
    {
      "text": "MTIA (Meta Training and Inference Accelerator) roadmap",
      "url": "https://markets.financialcontent.com/stocks/article/tokenring-2026-2-5-silicon-sovereignty-meta-charges-into-2026-with-iris-mtia-rollout-and-rapid-custom-chip-roadmap",
      "resourceId": "a81542a8aa3b3d91",
      "resourceTitle": "TokenRing - MTIA Iris Rollout"
    },
    {
      "text": "MTIA-2 slated for H1 2026 debut and MTIA-3 for H2 2026",
      "url": "https://www.trendforce.com/news/2026/01/30/news-metas-mtia-3-ai-chip-reportedly-tipped-for-2h26-debut-built-on-tsmc-3nm-with-guc-support/",
      "resourceId": "452a2e97758ac648",
      "resourceTitle": "TrendForce - MTIA-3 Specifications"
    },
    {
      "text": "cut about 10% of staff focusing on metaverse-related VR projects",
      "url": "https://www.cnbc.com/2026/01/13/meta-lays-off-vr-employees-underscoring-zuckerbergs-pivot-to-ai.html",
      "resourceId": "764e7e86f8a83538",
      "resourceTitle": "CNBC - Reality Labs Layoffs"
    },
    {
      "text": "shift redirects Reality Labs investment away from VR toward AI and wearable devices",
      "url": "https://www.trendforce.com/news/2026/01/27/news-meta-reportedly-scales-back-vr-with-10-reality-labs-layoffs-pivots-to-ai-and-wearables/",
      "resourceId": "12977cf61c1c383c",
      "resourceTitle": "TrendForce - Reality Labs Restructuring"
    },
    {
      "text": "Yann LeCun",
      "url": "https://en.wikipedia.org/wiki/Yann_LeCun",
      "resourceId": "914e07c146555ae9",
      "resourceTitle": "Yann LeCun - Wikipedia"
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    {
      "text": "departure in November 2025",
      "url": "https://fortune.com/2025/04/10/meta-ai-research-lab-fair-questions-departures-future-yann-lecun-new-beginning/",
      "resourceId": "f4eb9d7bd1a38b01",
      "resourceTitle": "Fortune - Meta's AI Research Lab Questions"
    },
    {
      "text": "PyTorch",
      "url": "https://pytorch.org/",
      "resourceId": "c49505b9cfada09f"
    },
    {
      "text": "63% of training models",
      "url": "https://www.metacareers.com/blog/how-pytorch-unlocks-ai-research-and-productization-at-scale",
      "resourceId": "kb-1f4cf7d038af017e",
      "resourceTitle": "How PyTorch unlocks AI research and productization at scale"
    },
    {
      "text": "LLaMA model family",
      "url": "https://ai.meta.com/blog/meta-llama-3/",
      "resourceId": "f9616f30e8f51cb0",
      "resourceTitle": "Introducing Meta Llama 3: The most capable openly available LLM to date"
    },
    {
      "text": "transferred PyTorch governance",
      "url": "https://about.fb.com/news/2022/09/pytorch-foundation-to-accelerate-progress-in-ai-research/",
      "resourceId": "87c36d42aade0023",
      "resourceTitle": "PyTorch Foundation Announcement"
    },
    {
      "text": "half of the 14 authors",
      "url": "https://fortune.com/2025/04/10/meta-ai-research-lab-fair-questions-departures-future-yann-lecun-new-beginning/",
      "resourceId": "f4eb9d7bd1a38b01",
      "resourceTitle": "Fortune - Meta's AI Research Lab Questions"
    },
    {
      "text": "Frontier AI Framework",
      "url": "https://about.fb.com/news/2025/02/meta-approach-frontier-ai/",
      "resourceId": "d77fcdffbe5f22a3",
      "resourceTitle": "Meta Approach to Frontier AI"
    },
    {
      "text": "Future of Life Institute's 2025 Winter AI Safety Index",
      "url": "https://www.euronews.com/next/2025/12/03/ai-less-regulated-than-sandwiches-as-tech-firms-race-toward-superintelligence-study-says",
      "resourceId": "e86e089c1fd27f5a",
      "resourceTitle": "Euronews - AI Safety Index 2025"
    },
    {
      "text": "publicly characterized",
      "url": "https://techcrunch.com/2024/10/12/metas-yann-lecun-says-worries-about-a-i-s-existential-threat-are-complete-b-s/",
      "resourceId": "61b8ab42c6b32b27",
      "resourceTitle": "Meta's Yann LeCun Says Worries About AI's Existential Threat Are 'Complete B.S.'"
    },
    {
      "text": "advancing AI through open research",
      "url": "https://ai.meta.com/blog/fair-10-year-anniversary-open-science-meta/",
      "resourceId": "c260989c11c4b85b",
      "resourceTitle": "Meta AI Blog - 10 Years of FAIR"
    },
    {
      "text": "PyTorch Foundation created",
      "url": "https://about.fb.com/news/2022/09/pytorch-foundation-to-accelerate-progress-in-ai-research/",
      "resourceId": "87c36d42aade0023",
      "resourceTitle": "PyTorch Foundation Announcement"
    },
    {
      "text": "LLaMA",
      "url": "https://ai.meta.com/llama/",
      "resourceId": "69c685f410104791",
      "resourceTitle": "Meta Llama 2 open-source"
    },
    {
      "text": "LLaMA 2 release",
      "url": "https://ai.meta.com/llama/",
      "resourceId": "69c685f410104791",
      "resourceTitle": "Meta Llama 2 open-source"
    },
    {
      "text": "LLaMA 3 release",
      "url": "https://ai.meta.com/blog/meta-llama-3/",
      "resourceId": "f9616f30e8f51cb0",
      "resourceTitle": "Introducing Meta Llama 3: The most capable openly available LLM to date"
    },
    {
      "text": "LLaMA 3.1 release",
      "url": "https://ai.meta.com/blog/meta-llama-3-1/",
      "resourceId": "8e24a65366d27fb1",
      "resourceTitle": "Introducing Llama 3.1: Our most capable models to date"
    },
    {
      "text": "LeCun departure",
      "url": "https://fortune.com/2025/12/19/yann-lecun-ami-labs-ai-startup-valuation-meta-departure/",
      "resourceId": "96212024a0dc8d36",
      "resourceTitle": "Fortune - Yann LeCun AMI Valuation"
    },
    {
      "text": "Movie Gen enables creation of realistic, personalized HD videos",
      "url": "https://venturebeat.com/ai/meta-is-entering-the-ai-video-wars-with-powerful-movie-gen-set-to-hit-instagram-in-2025",
      "resourceId": "4017413b92d1cbb9",
      "resourceTitle": "VentureBeat - Movie Gen Instagram"
    },
    {
      "text": "open-sourced Perception Encoder Audiovisual (PE-AV)",
      "url": "https://www.marktechpost.com/2025/12/22/meta-ai-open-sourced-perception-encoder-audiovisual-pe-av-the-audiovisual-encoder-powering-sam-audio-and-large-scale-multimodal-retrieval/",
      "resourceId": "0fee6c54b7a7246e",
      "resourceTitle": "MarkTechPost - PE-AV Release"
    },
    {
      "text": "Ray-Ban Meta glasses revenue tripled year-over-year",
      "url": "https://www.cnbc.com/2025/07/28/ray-ban-meta-revenue-tripled-essilorluxottica.html",
      "resourceId": "d49fcf34b23e5c58",
      "resourceTitle": "CNBC - Ray-Ban Revenue Triple"
    },
    {
      "text": "EssilorLuxottica is expanding smart glasses production",
      "url": "https://www.bloomberg.com/news/articles/2025-10-09/ray-ban-maker-essilor-touts-meta-glasses-as-smartphone-successor",
      "resourceId": "301c227979295aa6",
      "resourceTitle": "Bloomberg - Ray-Ban Smartphone Successor"
    },
    {
      "text": "Ray-Ban Meta Glasses evolved into \"AI-First\" devices",
      "url": "http://markets.chroniclejournal.com/chroniclejournal/article/finterra-2026-2-6-meta-platforms-meta-2026-deep-dive-the-superintelligence-era-and-the-100b-ai-gamble",
      "resourceId": "90a39db063c5fb45",
      "resourceTitle": "Finterra Deep Dive - Meta 2026"
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    {
      "text": "began testing a Meta AI business assistant for advertisers",
      "url": "https://about.fb.com/news/2026/01/2026-ai-drives-performance/",
      "resourceId": "9a5932d18793c667",
      "resourceTitle": "Meta 2026 AI Performance Report"
    },
    {
      "text": "Meta AI launched across all 27 EU member states",
      "url": "https://www.computing.co.uk/news/2025/ai/meta-ai-launches-in-eu",
      "resourceId": "e3faf766598ab0d6",
      "resourceTitle": "Computing - Meta AI EU Launch"
    },
    {
      "text": "As of May 27, 2025, Meta started using some personal data of European users",
      "url": "https://www.goodwinlaw.com/en/insights/publications/2025/05/insights-otherindustries-training-of-metas-ai-systems",
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    {
      "text": "Prometheus is a 1 gigawatt facility",
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      "resourceTitle": "AI Magazine - Prometheus Supercluster"
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    {
      "text": "Prometheus facility is slated to go live in 2026",
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      "text": "Hyperion facility is designed to scale up to 5 gigawatts",
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      "text": "Future of Life Institute's 2025 Winter AI Safety Index",
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      "resourceId": "97185b28d68545b4",
      "resourceTitle": "AI Safety Index Winter 2025"
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      "text": "red-teaming in areas of public safety and critical infrastructure",
      "url": "https://ai.meta.com/blog/meta-llama-3-1-ai-responsibility/",
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      "resourceTitle": "Llama Guard 3 and Meta's AI Responsibility Approach for Llama 3.1"
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      "text": "Feb 2025",
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    {
      "text": "Mark Zuckerberg articulated in July 2024",
      "url": "https://time.com/7002563/mark-zuckerberg-ai-llama-meta-open-source/",
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      "text": "63% of training models",
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    {
      "text": "first-ever developer conference for LLaMA",
      "url": "https://medium.com/@tarifabeach/metas-llamacon-2025-redefining-the-future-of-open-source-ai-fa6551826e50",
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      "text": "\\$66-72B",
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      "text": "Hyperion data center project",
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