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AI Watermarking: How Major Labs Embed Provenance
Major AI labs like Google, Meta, and Anthropic are embedding watermarks and provenance data into models. Discover the technical realities, hybrid C2PA approaches, and impacts on developers and compliance teams.
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Model chronicle · Meta
Muse Spark 1.1
ai.meta.com (source, opens in a new tab)Muse Spark
First model from Meta Superintelligence Labs; available in meta.ai and the Meta AI app.
ai.meta.com (source, opens in a new tab)Llama 4 (Scout & Maverick)
ai.meta.com (source, opens in a new tab)Llama 3.2
ai.meta.com (source, opens in a new tab)Llama 3.1
Includes Llama 3.1 405B, Meta's largest open model at the time.
ai.meta.com (source, opens in a new tab)Llama 3
ai.meta.com (source, opens in a new tab)Llama 2
Open model family (7B–70B) released with Microsoft as launch partner.
ai.meta.com (source, opens in a new tab)
Sources: company announcements & release notes.
Fact box
- HQ
- Menlo Park, USA
- Founded
- 2004
- CEO
- Mark Zuckerberg
- Core products
- Llama · Meta AI · Meta Superintelligence Labs
- Stories
- 60
Sources: meta.com
Latest on X
AI at Meta · @AIatMeta
Today we published a technical report on Muse Glimmer, our 30B open-weight model built for agentic tasks on consumer hardware. It runs at practical speeds on a Mac or PC with a single consumer GPU at 4-bit precision, and leads comparably-sized open models on tool use and
We trained our Muse foundational models, including Muse Wonder, at Prometheus, our gigawatt-scale supercluster in New Albany, Ohio. Across a supercluster with hundreds of thousands of GPUs, even one underperforming host can slow an entire training run. We engineered Prometheus
We’re proud to share that Meta Omnilingual Automatic Speech Recognition (ASR) has been named one of @TIME’s Best Inventions of 2026! Meta Omnilingual ASR is a suite of models providing ASR capabilities for over 1,600 languages, including 500 low-coverage languages never before
Editor's picks
Deals & funding
Meta · rounds, valuations, partners, acquisitions · latest 8 of 13
Partnership
Nebius signs up to $27B AI infrastructure deal with Meta
nebius.com (source, opens in a new tab)Partnership
AMD and Meta: 6 GW of Instinct GPUs, Meta gets warrant for up to 160M AMD shares
Multi-year deal for up to 6 GW; first gigawatt of a custom MI450-based GPU ships in H2 2026. Performance-based warrant for up to 160M AMD shares vests with shipments and share-price targets.
ir.amd.com (source, opens in a new tab)Acquisition
Meta acquires AI agent startup Manus
reuters.com (source, opens in a new tab)Partnership
Meta and Blue Owl form $27B joint venture for Hyperion data center
Blue Owl funds own 80% and Meta 20% of the Richland Parish, Louisiana campus; ~$27B development cost; Meta builds and operates it and receives a one-time $3B distribution.
about.fb.com (source, opens in a new tab)Acquisition
Meta to acquire RISC-V chip startup Rivos
reuters.com (source, opens in a new tab)Partnership
CoreWeave signs $14.2B AI compute deal with Meta
reuters.com (source, opens in a new tab)Partnership
Meta licenses Midjourney’s image and video technology
techcrunch.com (source, opens in a new tab)Partnership
Google Cloud wins $10B+ six-year cloud deal with Meta
reuters.com (source, opens in a new tab)
All 13 rounds & deals as a table · 0 funding, 8 partnerships, 5 acquisitions
| Date | Event | Type | Counterparty / round | Amount | Valuation | Source |
|---|---|---|---|---|---|---|
| Mar 16, 2026 | Nebius signs up to $27B AI infrastructure deal with Meta $12B for dedicated GPU capacity from early 2027 plus up to $15B of additional capacity over five years (agreement effective March 13, 2026, per Nebius SEC filing). | Partnership · compute | with Nebius | $27B | — | nebius.com |
| Feb 24, 2026 | AMD and Meta: 6 GW of Instinct GPUs, Meta gets warrant for up to 160M AMD shares Multi-year deal for up to 6 GW; first gigawatt of a custom MI450-based GPU ships in H2 2026. Performance-based warrant for up to 160M AMD shares vests with shipments and share-price targets. | Partnership · chips | with AMD | — | — | ir.amd.com |
| Dec 29, 2025 | Meta acquires AI agent startup Manus AI agent startup Manus (Singapore); terms not disclosed, reported above $2B. | Acquisition | acquires Manus | $2B | — | reuters.com |
| Oct 21, 2025 | Meta and Blue Owl form $27B joint venture for Hyperion data center Blue Owl funds own 80% and Meta 20% of the Richland Parish, Louisiana campus; ~$27B development cost; Meta builds and operates it and receives a one-time $3B distribution. | Partnership · compute | with Blue Owl Capital | $27B | — | about.fb.com |
| Sep 30, 2025 | Meta to acquire RISC-V chip startup Rivos Boosts Meta's in-house MTIA AI-chip effort (Reuters). | Acquisition | to acquire Rivos | — | — | reuters.com |
| Sep 30, 2025 | CoreWeave signs $14.2B AI compute deal with Meta Capacity through December 2031 with an option to expand (CoreWeave 8-K). | Partnership · compute | with CoreWeave | $14.2B | — | reuters.com |
| Aug 22, 2025 | Meta licenses Midjourney’s image and video technology Announced by Meta Chief AI Officer Alexandr Wang: technical collaboration and licence of Midjourney's 'aesthetic technology' for future Meta models; Midjourney stays independent. Terms not disclosed. | Partnership · licensing | with Midjourney | — | — | techcrunch.com |
| Aug 21, 2025 | Google Cloud wins $10B+ six-year cloud deal with Meta Meta uses Google Cloud servers, storage and networking for AI over six years (Reuters, The Information). | Partnership · cloud | with Google Cloud | $10B | — | reuters.com |
| Aug 8, 2025 | Meta acquires AI audio startup WaveForms WaveForms (emotional voice AI, founded by ex-OpenAI researcher Alexis Conneau) joins Meta Superintelligence Labs. | Acquisition | acquires WaveForms | — | — | techcrunch.com |
| Jul 11, 2025 | Meta acquires voice-AI startup PlayAI PlayAI's team joins Meta's AI efforts on voice (Bloomberg; confirmed in an internal memo). | Acquisition | acquires PlayAI | — | — | bloomberg.com |
| Jun 12, 2025 | Meta invests $14.3B in Scale AI, hires Alexandr Wang Meta takes a 49% non-voting stake (reported $14.3B); Scale CEO Alexandr Wang joins Meta. | Acquisition | acquires Scale AI (49% stake) | $14.3B | — | scale.com |
| Jun 3, 2025 | Constellation 20-year nuclear power deal with Meta (Clinton plant) Meta buys the output of the 1,121 MW Clinton Clean Energy Center in Illinois from June 2027, supporting relicensing and a 30 MW uprate. | Partnership · energy | with Constellation Energy | — | — | constellationenergy.com |
| Oct 25, 2024 | Reuters news licensed for Meta AI answers Multi-year deal lets Meta AI chatbot answer news questions with Reuters content in the US; terms not disclosed (Reuters, Axios). | Partnership · content | with Reuters | — | — | reuters.com |
Sources: company announcements & release notes, press reports.
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Meta Halts EU User Data for Llama 3 Image AI Training
Meta pauses European Instagram and Facebook data use for Llama 3 training after Irish DPC pushback. This fragments…
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EU Warns Meta: WhatsApp Must Open to Rival AI Bots
The EU is challenging Meta’s control over AI in WhatsApp under the Digital Markets Act, potentially requiring integration…
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AI Copyright Lawsuit Hits OpenAI, Google, Meta & More
Pulitzer winner John Carreyrou and authors sue major AI firms for using pirated books in training data. Explore…
Studies
- Frontier AI Agents Can Covertly Sabotage the Models They Train, Study FindsOct 22
- On-Policy Distillation Isn’t the Magic — Learning Rate and KL Direction AreOct 19
- RL Post-Training Makes Agents More Accurate — and Less Able to ExploreOct 19
- AI Agents Almost Never Stop in Time When a Task Is ImpossibleOct 19
Agents
Infrastructure
More stories
Models & specs
Meta · context window, max output, API price, modalities, knowledge cutoff, license
| Model | Released | Context | Max output | Price in / out (per 1M) | Modalities | Knowledge cutoff | License / access | Spec source |
|---|---|---|---|---|---|---|---|---|
| Muse Spark 1.1 | Jul 9, 2026 | — | — | — | — | — | — | ai.meta.com |
| Muse Spark | Apr 8, 2026 | — | — | — | — | — | — | ai.meta.com |
| Llama 4 (Scout & Maverick) Llama 4 Scout, Llama 4 Maverick (Behemoth previewed) | Apr 5, 2025 | 10M | — | open weights 10M context = Scout; Maverick 1M. | Text, image in → text out | — | Open weights, Llama 4 Community License Scout 109B total / 17B active (16 experts); Maverick 400B / 17B active (128 experts) | ai.meta.com |
| Llama 3.2 | Sep 25, 2024 | 128K | — | open weights | Text, image in → text out (11B/90B vision); text-only 1B/3B | — | Open weights, Llama 3.2 Community License 1B, 3B, 11B, 90B | ai.meta.com |
| Llama 3.1 | Jul 23, 2024 | 128K | — | open weights | Text in → text out | — | Open weights, Llama 3.1 Community License 8B, 70B, 405B | ai.meta.com |
| Llama 3 | Apr 18, 2024 | 8K | — | open weights | Text in → text out | — | Open weights, Meta Llama 3 License 8B, 70B | ai.meta.com |
| Llama 2 | Jul 18, 2023 | 4K | — | open weights | Text in → text out | — | Open weights, Llama 2 Community License 7B, 13B, 70B | ai.meta.com |
Vendor benchmark claims
- Llama 3.1: MMLU 88.6% (405B, vendor claim)
Benchmarks as published by the vendor at launch; not independently verified by i10x.
Sources: company announcements & release notes. Prices = standard API list price in USD per 1M tokens at time of release or current docs; batch is typically 50% off.