Knowledge catalogue
Meta is upgrading its AI chatbot with new productivity features in a bid to compete with rivals like Gemini, ChatGPT, and Claude. The update will allow Meta AI to tap into your calendar to help you pl
IIn March, Meta's Oversight Board called on the company to 'meet its public commitments and employ its own tools' to help quell the spread of deceptive generative AI content across platforms. Meta res
Many people were doubting Meta's position in the AI race. Yesterday, they dropped Muse Spark 1.1, now one of the strongest agentic models, and massively undercut OpenAI and Anthropic on price. When I
New research from Meta. (bookmark it) It's on how to fix agents that forget previously made decisions. It's well know that long-horizon agents keep forgetting decisions they already made. Meta researc
Ina Fried / Axios: Privacy advocates, CAA, and SAG-AFTRA slam Meta's Muse Image, which lets users create AI images using the likenesses of people with public Instagram accounts — Meta's move to allow
Jonathan Vanian / CNBC: Meta announces its first data center in Canada, a 1GW facility in Alberta that will cost the company about $9B and take two to three years to construct — Meta's AI expansion is
Reece Rogers / Wired: As part of Meta's Muse Image rollout, Instagram users with public accounts need to opt out to block AI generations of their content by other users — As part of Meta's Muse Image
Diana Novak Jones / Reuters: Court filing: Meta says four US states seek 1.4T over claims it designed Facebook and Instagram to addict youth and misled the public; its market cap is ~1.5T — Meta Platf
Meta is launching the first AI image generation model made by its Superintelligence Labs division. The Muse Image model now powers the image-making tools across the Meta AI app, Instagram, and WhatsAp
Katie Paul / Reuters: At a town hall, Mark Zuckerberg said Meta's AI agent development has not accelerated as expected and its reorganization was not as “clean” as it could have been — Meta (META.O) C
Business Insider: Sources: Alexandr Wang said Meta's model currently in training, codenamed Watermelon, matches GPT-5.5 and uses an “order of magnitude more compute than Avocado” — Meta is making sign
Sara Fischer / Axios: Meta names Chief Marketing Officer Alex Schultz as its first-ever chief data officer, to manage AI analytics across the company, and names Denise Moreno as CMO — Meta has named i
Reselling “excess AI processing capacity”: first SPCX, now META. In a rational world these moves would be seen as signs that we have *already* started to overbuild. Boom. $META is developing a cloud s
Bobby Allyn / NPR: Sources: Mark Zuckerberg met with Kalshi CEO Tarek Mansour about a possible takeover last year, before directing Meta employees to build a prediction market app — Before Meta CEO Ma
Jyoti Mann / The Information: Internal documents: Meta is placing strict limits on how engineers in its applied AI division can use Claude Code and Codex, fearing inadvertent distillation — As Meta Pl
Tyler Katzenberger / Politico: Sources: Meta lobbyists are urging California lawmakers to exempt social media platforms from legislation that would increase penalties in child-harm cases — Meta's plea
Madison Mills / Axios: Memo: Meta Superintelligence Labs is hiring three founders and other team members behind AI security startup Virtue AI; two founders report to Nat Friedman — Meta Superintellige
Julian Chokkattu / Wired: Meta's Starfire glasses with Kylie Jenner include a tiny gemstone on the lens, a metal nose pad to prevent absorbing makeup, and an AI version of Kylie's voice — The new Meta
New York Times: Docs: ~34K Instagram accounts, including Obama's White House account, were affected in the breach tied to Meta's AI chatbot; attackers changed 3,500+ usernames — The flaw, which Meta s
Facebook has long been filled with feeds of clickbait articles. Now, Meta is making its own clickbait articles with AI. The standalone Meta AI app now has a 'For You' section that populates a list of
Jyoti Mann / The Information: Internal documents: Meta is considering tiered pricing for “Hatch”, its planned OpenClaw-like AI agent tool, including a 200-per-month premium subscription — Meta Platfor
Jyoti Mann / The Information: Internal memo: Meta is scaling back elements of its employee tracking tool, launched in April to help train its AI models, after staff raised concerns — Meta Platforms is
Aisha Malik / TechCrunch: Meta is testing a Series feature, letting select creators make episodic Reels that are placed in a dedicated hub on their profile, using both old and new Reels — Meta is test
arXiv:2510.03259v2 Announce Type: replace-cross Abstract: Recent research on reasoning models explores the meta-awareness of language models, including their ability to determine optimal thinking dura
Hackers Simply Asked Meta AI to Give Them Access to High-Profile Instagram Accounts. It Worked I had trouble believing this story was true, but I've seen it verified from multiple sources now: One vid
Jyoti Mann / The Information: Internal memo: Meta plans to start testing an AI pendant in 2027, release new AI glasses next month, start a “Wearables for Work” unit for enterprises, and more — Meta Pl
arXiv:2601.21845v2 Announce Type: replace Abstract: Meta reinforcement learning (RL) allows agents to leverage experience across a distribution of tasks on which the agent can train at will, enabling
Jonathan Vanian / CNBC: Mark Zuckerberg tells shareholders that a Meta cloud computing business is “definitely on the table” if it overspends on data centers and has excess capacity — Meta CEO Mark Zu
CJ Haddad / CNBC: Meta, Broadcom, Applied Materials, GlobalFoundries, and Synopsys launch a 125M “Semiconductor Hub” at UCLA to advance AI chip research and more — Broadcom, Meta, Applied Materials, G
Meta has reportedly notified thousands of employees that they've been laid off as the company attempts to compensate for its hefty AI investments. In an email from Meta management shared by Business I
NEW paper from Meta: Agentic Discovery of Neural Architectures. This is a hot new area of research! Keep an eye on it. NEW paper from Meta. (bookmark it) It's an agent system that autonomously discove
arXiv:2605.13084v1 Announce Type: cross Abstract: Meta-learning has been shown to have better performance than supervised learning for few-shot monolingual spoken word classification. However, the met
Ashlee Vance / Core Memory: Q&A with Alexandr Wang on rebuilding Meta's AI stack, launching Muse Spark, personal superintelligence, acquiring Assured Robot Intelligence, and more — Last June, Meta pri
arXiv:2508.14137v2 Announce Type: replace Abstract: The Macroscopic Fundamental Diagram is a popular tool used to describe traffic dynamics in an aggregated way, with applications ranging from traffic
Foo Yun Chee / Reuters: Meta offers to give rival AI chatbots free access to WhatsApp for a month while it discusses commitments with EU antitrust regulators to address their concerns — Meta Platforms
Ben Lang / Road to VR: Meta schedules its annual Connect event for September 23-24 and says the event will focus on “the latest in VR, wearables, metaverse, and AI” — Meta's annual Connect event is se
Diana Novak Jones / Reuters: Filing: Meta asks a judge to overturn the jury's verdict in the Los Angeles social media addiction trial or order a new trial, citing Section 230 protections — Meta Platfo
arXiv:2605.02300v1 Announce Type: new Abstract: Applying concepts related to zero-shot meta-learning and pre-training of foundation models, we develop a meta reinforcement learning approach (denoted M
Foo Yun Chee / Reuters: Meta says it will expand Instagram teen account safeguards to 27 EU countries, and plans to roll them out on Facebook in the US, ahead of the UK and EU in June — Meta Platforms
Jyoti Mann / The Information: Sources: Meta is building an OpenClaw-inspired agent internally called Hatch, to be powered by its Muse Spark model, and an agentic shopping tool in Instagram — Meta Plat
Meta bootstrapped China, reaped the positive PR for being “open”, and then went back to being closed. Meta abandons open-source Llama for proprietary Muse Spark https://thenewstack.io/meta-abandons-ll
Mark Gurman / Bloomberg: Meta acquires a startup Assured Robot Intelligence to bolster its robotics team, which is working on humanoid hardware and the underlying AI that powers it — Meta Platforms In
Financial Times: Analysis: Meta, Alphabet, Microsoft, and Amazon's combined capex hit a record 130B in Q1, and it is set to reach 725B in 2026, up 77% from $410B in 2025 — Meta stock drops on capex in
Zuck is zucking up Meta Mark Zuckerberg lacks the cloud-computing business to truly justify Meta's AI spending, @DaveLeeBBG says (via @opinion) https://www.bloomberg.com/opinion/articles/2026-04-30/me
arXiv:2604.25710v1 Announce Type: cross Abstract: In the last few decades, Markov chain Monte Carlo (MCMC) methods have been widely applied to Bayesian updating of structural dynamic models in the fie
Jonathan Vanian / CNBC: Meta reports Reality Labs Q1 revenue of 402M, vs. 488.8M est., and a 4.03B operating loss, vs. 4.82B est.; Reality Labs has $80B+ in losses since late 2020 — As Meta pumps incr
Jonathan Vanian / CNBC: Meta says Q1 family daily active people fell 20M QoQ to 3.56B, vs. 3.62B est., due to internet disruptions in Iran and WhatsApp access restrictions in Russia — Meta shares fell
Financial Times: China blocks Meta's 2B Manus acquisition, after reviewing whether it violated investment rules, and tells both to cancel it; Manus moved to Singapore in 2025 — Regulators had reviewed
arXiv:2604.20111v1 Announce Type: cross Abstract: Sparse additive models have attracted much attention in high-dimensional data analysis due to their flexible representation and strong interpretabilit
Reuters: Meta is installing tracking software on US staffers' computers to capture mouse movements, clicks, and keystrokes in work-related apps for use in AI training — Meta (META.O) is installing new
arXiv:2601.18731v2 Announce Type: replace Abstract: Alignment of Large Language Models (LLMs) aims to align outputs with human preferences, and personalized alignment further adapts models to individu
Muse Spark is the first model from Meta's Superintelligence Labs division and the debut entry in the new Muse model family, representing a 'ground-up overhaul' of the company's AI efforts. It is ...
Banger paper from Meta Superintelligence Labs on user simulators for agent training. Agent RL setups usually let an assistant LLM play the user, so the simulated user is too cooperative and too explic
Meta published a paper that might end the transformer era. For the last seven years, every major AI, ChatGPT, Claude, Gemini, has been built on the exact same architecture. Transformer. But Transforme
arXiv:2610.08075v1 Announce Type: cross Abstract: Conditional neural fields represent signals continuously, but their effectiveness depends on how the conditional latent representations are inferred f
arXiv:2610.04547v1 Announce Type: new Abstract: Cold-start forecasting, the task of forecasting a time series with little to no historical data, is a common challenge. Addressing it requires approache
arXiv:2610.02525v1 Announce Type: new Abstract: Long-horizon research agents must decide both how to investigate and what to investigate next as evidence accumulates. This is hard to learn because suc
arXiv:2609.35827v2 Announce Type: cross Abstract: The quality of a detector design is ultimately determined by the quality of the inference it enables, that is, by the accuracy with which the quantiti
arXiv:2609.36086v1 Announce Type: cross Abstract: Language models are frequently employed to evaluate other language models. An LM evaluator scoring agentic behaviors across multiple criteria is valua
My friend just saved over 1,000 a year because of Meta Muse. I walked her (a non-techie who has never used an AI agent) through the Muse setup. She connected it to Gmail, asked it to review all of her