Search: “meta-fair”

Meta bets on AI agent Muse to catch up in AI race

Meta launched Muse, a free personal AI agent in the US that autonomously shops, emails, and plans trips, powered by its in-house Muse Spark model.

Meta unveiled Muse, a consumer personal AI agent that handles tasks like online shopping, emailing, and trip planning, continues working in the background, and requests approval for purchases. It launches in the US on iOS, Android, and muse.ai, is free for most users with unspecified paid tiers, and runs on Meta's in-house Muse Spark model. Muse executes on a cloud virtual machine with a Sentinel agent policing outbound actions, and Meta promises an encrypted confidential VM later this year plus 1Password, Shop Pay, and Stripe Link support. The launch is positioned as the centerpiece of Meta's effort to catch up with OpenAI, Anthropic, and Google.

The Verge · AI·Sep 8, 19:00 UTC · 8d agoAI industry 3 sources1

Meta says it’s changing AI suggestions after posing invasive personal questions

Meta is fixing Meta AI suggested prompts after a viral video showed the chatbot compiling invasive questions about a user's children from her Facebook posts.

Meta said it 'missed the mark' and has fixed the issue after Instagram user Kalie Robins showed Meta AI suggesting 'Who is the child passenger?' beneath a video with her child and then piecing together details about her daughters from her and relatives' posts. The assistant also surfaced photos of her children, including one the user claims she deleted years ago. Meta AI is embedded in Facebook, Instagram, WhatsApp, and Messenger; in July the company pulled an Instagram user-deepfake feature after backlash.

The Verge · AI·updated Sep 11, 18:59 UTC · 5d ago·first Sep 11, 14:25 UTC · 5d agoAI industry 2 sources

Meta FAIR Introduces AI Research Preference Models (RPMs): Ranking ML Experiments Before Spending GPU Hours

Meta FAIR, Oxford and UCL introduce Research Preference Models that rank unexecuted ML experiments, lifting AIRS-Bench scores from 0.684 to 0.729 and cutting compute ~1.6×.

Researchers from Meta FAIR, Oxford, and UCL introduce Research Preference Models (RPMs), which use frozen pretrained LLMs (Qwen3.6-27B backbone, no fine-tuning) to rank unexecuted experiment candidates and execute only the winner of a pairwise knockout tournament. Two variants shipped: an inference-only LLM-as-a-judge and an agentic variant that runs small pilot experiments in an H200 sandbox. On AIRS-Bench (20 tasks, 24 hours on one H200, 10 seeds), scores rise from 0.684 (random) to 0.711 and 0.729 versus a 0.748 validation oracle, and both variants reach the baseline's 24-hour score in roughly 15 hours. The team reports new SOTA on WinoGrande (94.1% with Agentic RPM) and SVAMP (95.7% with inference-only).

MarkTechPost·Sep 6, 20:25 UTC · 10d agoAI research

Présentation de Meta One : Un service d’abonnement offrant davantage de fonctionnalités et d’IA pour créer, se connecter et se démarquer

Meta launches Meta One subscription bundles with expanded Meta AI usage and creator/business tools, already at 15 million subscriptions and trials.

Meta launched Meta One, a new subscription service across Instagram, Facebook, WhatsApp and Meta AI with more than 50 features and 15 million subscriptions and trials to date. Core and Premium bundles add heavier use of compute-intensive AI features, including image creation/editing and video generation via the Muse models, plus tools like Restyle on Instagram. Pricing starts at EUR 2.49/month for single-product plans, EUR 6.99 for bundled consumer plans and EUR 16.99 for creator/business bundles; the core Meta AI experience remains free.

Meta Newsroom·Sep 15, 15:25 UTC · 1d agoAI industry

Closed-Loop Cooling Explained: The Plumbing Behind Meta’s AI

Meta engineer Tom Shaw explains the closed-loop liquid cooling systems that power Meta's AI data centers more efficiently.

Meta published an explainer describing its use of closed-loop liquid cooling to support AI workloads. The post, authored by Tom Shaw, frames the plumbing and thermal design as key to running AI infrastructure efficiently. The content is primarily corporate/infrastructure marketing rather than a security or product announcement.

Meta Newsroom·Aug 27, 21:44 UTC · 20d agoAI industry

Meta Joins OpenAI and Anthropic in Reporting AI Exploit Incident

Infosecurity Magazine·Aug 6, 13:40 UTC · Aug 6, 2026Vulnerability1

Inside Meta’s push to put robots to work in data centers

Meta is testing robots to perform technician tasks in its data centers, advancing automation of AI infrastructure operations.

Meta is testing robots to perform tasks currently done by human technicians in its data centers. The push signals ambitions to automate AI infrastructure operations at scale. The excerpt provides no details on robot suppliers, deployment scale, or timelines.

Ars Technica · AI·Aug 30, 11:03 UTC · 17d agoAI industry

“This is the AI men actually use”: Meta ads pushed apps nudifying real teens

TTP found Meta ran ads for AI nudify apps using real photos of minors, including a CSAM ad, drawing scrutiny from US and Australian regulators.

The Tech Transparency Project reported that Meta served ads for AI nudify apps using photos of real teens, which collectively reached over 29,000 people in the EU and 6,800 in the UK, with about 80% of ads shown in the US. A Facebook page posing as representing the Church of Jesus Christ of Latter-day Saints ran a CSAM ad that Meta only disabled after TTP flagged it. Michigan and Florida attorneys general are investigating, Senator Mark Warner has demanded action, and Australia's eSafety regulator requested information from Meta at a senior level. Meta said flagged ads averaged fewer than 200 impressions with total spend under $5,000.

Ars Technica · AI·Sep 8, 18:43 UTC · 8d agoAI safety & security

Inside Meta’s Infrastructure Lab

Meta offers a tour of its Infrastructure Lab, showcasing custom hardware being developed to power next-generation AI systems.

Meta Newsroom published a post in which Tom Shaw gives an inside look at Meta's Infrastructure Lab and the hardware the company is developing to support its next generation of AI workloads. The piece is a corporate showcase of custom infrastructure efforts rather than a product launch, benchmark result, or security event.

Meta Newsroom·Sep 1, 20:24 UTC · 15d agoAI industry

Meta is paying to peek at how you use their latest AI model

Meta offers roughly 95% discounts on Muse Spark token pricing for customers who share prompts and outputs to train future models.

Meta's contributor pricing tier for its Muse Spark agentic coding model cuts input token costs from $1.25 to $0.10 per million and output tokens from $4.25 to $0.20 per million in exchange for access to user prompts and outputs. The move reflects labs' difficulty obtaining training data for agentic workflows, following Meta's paused employee computer-usage tracking initiative. Analysts note the incentive could push enterprises to clarify which data is shareable, and it fits broader price competition against Anthropic's Fable and Mythos models and OpenAI's July price cuts.

TechCrunch · AI·Sep 3, 18:19 UTC · 13d agoAI industry

Omniscience for the Masses: New Threats in the Metaverse's Democratized World Creation

First systematic assessment of 25 metaverse platforms reveals five novel world-creation attacks enabling covert user surveillance on Roblox, Horizon Worlds, and VRChat.

Researchers present the first systematic security and privacy assessment of metaverse world creators, surveying 25 platforms that support user-created worlds. They designed and implemented five novel attacks that abuse standard creator tools to violate spatial, visual, and auditory constraints, enabling covert user surveillance and manipulation without software vulnerabilities or developer-level privileges. Five previously proposed attacks were replicated using only standard world-creation features. The authors conclude that existing platform vetting, runtime protections, and creator policies are insufficient to mitigate malicious world creators.

arXiv cs.CR·Sep 11, 08:00 UTC · 5d agoResearch

Wzmacniamy w Polsce ochronę przed oszustwami

Meta announces expanded anti-scam protections in Poland, citing rising fraud across dating apps, crypto platforms, online games and SMS messaging.

Meta says it is investing in new technologies and partnerships to better detect and fight scam content across its platforms in Poland. The company notes scam activity spans social platforms, dating apps, online games, cryptocurrency services and SMS messages. It also claims a recent campaign is distorting the picture of Meta's actions and motivations.

Meta Newsroom·Aug 28, 09:00 UTC · 19d agoPhishing & fraud

Launching ‘Meta Startup School’ to Accelerate Growth For Early-Stage Startups

Meta launches Startup School, a three-month program giving 200 early-stage consumer startups training and mentorship from venture capital firms and industry experts.

Meta announced Meta Startup School, a three-month programme designed to help early-stage consumer brands accelerate growth. The first cohort will include 200 startups receiving exclusive support and training from venture capital firms and industry experts. The initiative is a business-ecosystem program rather than a security or AI research announcement.

Meta Newsroom·Aug 19, 11:00 UTC · 28d agoAI industry

Inside the Metabase SQLi: Exploited in the Wild

Wiz reverse engineers Metabase SQLi CVE-2026-72898, exploited in the wild, using AI to speed defenses.

Wiz published an analysis of Metabase CVE-2026-72898, a SQL injection vulnerability that is being exploited in the wild. The write-up reverse engineers the flaw and applies AI to accelerate defensive guidance for responders. Organizations running Metabase should treat the flaw as actively targeted.

Wiz Blog·Aug 10, 12:30 UTC · Aug 10, 2026Exploit / PoC in the wildCVE-2026-72898

Meta’s new One subscriptions put a price on social media and AI

Meta's new One subscription tiers pair app perks with more Meta AI usage, from $2.99 single apps to $499 monthly business Max plan.

The Verge reports Meta's Meta One subscription bundles are now globally available, following the launch of its Muse AI assistant. Individual bundles include Core at $7.99/month and Premium at $19.99/month, combining Instagram Plus, WhatsApp Plus, and Facebook Plus with expanded Meta AI media generation including Muse images and Instagram's Restyle, cheaper than $11/month for all three standalone subscriptions. Creator and business plans span Essential ($14.99/month) to Expert ($149/month) and Max ($499/month), adding verification badges, impersonation protection, and Meta Business Agent capacity.

The Verge · AI·Sep 15, 15:00 UTC · 1d agoAI industry

A stranger has been reading Salesforce and ServiceNow portals worldwide for 17 months

Reco tracks City-Forum, an actor abusing Salesforce and ServiceNow guest-user access from one IP for 17 months to enumerate portal data.

Reco's City-Forum investigation found one IP address, tied to a dormant 2002 domain, anonymously enumerating Salesforce Experience Cloud and ServiceNow portals across telecoms, banks, enterprise software vendors, and public sector since at least March 2025. No vulnerability was exploited and no credentials were used; the actor abused over-permissioned guest users, including a previously undocumented ServiceNow portal search endpoint, with the busiest single target logging over 560,000 events. Audit logs show what was requested but not which records or fields were returned, so defenders must replay anonymous requests to assess exposure.

Help Net Security·Aug 12, 00:00 UTC · Aug 12, 2026Threat actor

Meta Failed to Catch Hundreds of AI Child Abuse Ads. Some Included Images of Real Kids

Meta's AI ad-detection failed to catch 350+ CSAM video ads on Facebook, Instagram, and Threads, some depicting images of real children.

The Tech Transparency Project found over 250 additional ads containing child sexual abuse material on Meta platforms since August, on top of ~53 previously removed, exceeding 350 total since late last year. Some ads used images of real children, including a European royal family minor and teen influencers, morphed into graphic sexual videos via AI face-swapping. Ads linked to nudification apps from Chinese developers and reached over 29,000 EU accounts plus thousands in the US, UK, Australia, and India.

WIRED · Security·Sep 8, 12:00 UTC · 8d agoAI safety & security

terms.txt: A Consent and Compensation Protocol for Agentic Web Access

terms.txt specifies a robots.txt-style protocol for per-path, per-purpose AI crawler consent and compensation, with enforcement adding 0.20-0.65 ms per request.

The paper documents that automated clients now make up most web requests, that training dominates Cloudflare-classified crawling, and that the largest AI platforms fetch thousands of pages per returned visitor while robots.txt cannot express identity, purpose, terms, or price. It specifies terms.txt plus an origin-enforced exchange using Web Bot Auth signatures, signed intent, delegation tokens, HTTP 402 negotiation, and signed receipts. A dependency-free implementation adds 0.20 to 0.65 ms per request on one vCPU.

arXiv cs.CR·Sep 10, 07:01 UTC · 6d agoResearch

Meta Ordered to Pay $567 Million Over Child Safety Failures in New Mexico Case

Security Affairs·Aug 7, 11:42 UTC · Aug 7, 2026Policy & legal

Meta makes AI glasses slightly less creepy with limit on nonconsensual recording

Meta updated its AI glasses to stop recording whenever users cover the safety light, addressing nonconsensual-recording complaints while broader privacy risks remain.

Meta released a change to its AI glasses that halts recording whenever users physically cover the device's safety light, closing a loophole that allowed nonconsensual capture. The tweak follows criticism that bystanders could be recorded without consent. Ars Technica notes the fix reduces but does not eliminate the privacy risks posed by AI-enabled eyewear.

Ars Technica · AI·Aug 28, 15:42 UTC · 19d agoAI industry

Meme Coin Factories: Uncovering Large-Scale Manipulations on pump.fun

Large-scale pump.fun study of 15 million meme coins identifies five manipulation classes including wash trading and a Market-Manipulation-as-a-Service ecosystem.

Researchers analyzed all 15 million coins launched on pump.fun over the last two years plus large random samples of transaction data, identifying five manipulation classes: wash trading, creator address obfuscation, coordinated sells, copycat coins, and social media manipulation. Strategic actors bypass the platform interface and implement strategies in a highly automated, low-latency way by interacting directly with the blockchain. The study also uncovers Market-Manipulation-as-a-Service (MMaaS) third-party tools that let non-technical users run these manipulations, and proposes mitigations for traders, pump.fun, and regulators.

arXiv cs.CR·Sep 9, 14:35 UTC · 7d agoResearch

Meta drops AI usage from engineer performance reviews after "tokenmaxxing" backfires

Meta removed AI-tool usage from engineer performance reviews after 'tokenmaxxing' inflated metrics, with internal AI costs heading toward billions in 2026.

Executives Maher Saba and Santosh Janardhan said in an internal memo, seen by The Information, that AI dashboards and token counters will no longer factor into performance reviews; quality, speed, and complexity of work will count instead. The change follows 'tokenmaxxing,' where employees burned AI tokens in bulk to rank on internal leaderboards. Internal AI use is projected to cost billions in 2026, prompting Meta to introduce budgets and a central dashboard starting in 2027. Separately, Meta is testing its AI agent tool Hatch for autonomous computer tasks, though some employees resist linking it to personal accounts over privacy concerns.

The Decoder·Sep 8, 14:27 UTC · 8d agoAI industry

Meta expands subscription push with new AI-focused plans

Meta launched Meta One subscriptions ($7.99–$499/month) bundling expanded Muse AI image and video generation across Facebook, Instagram, and WhatsApp.

Meta introduced Meta One with consumer Core ($7.99/mo) and Premium ($19.99/mo) tiers plus business plans ranging from Essential ($14.99/mo) to Max ($499/mo). Subscriptions unlock expanded Muse Image, Muse Video, Restyle editing, and Meta Business Agent usage, following Meta's $14.3B investment in Scale AI. Appfigures data shows Instagram's daily subscription revenue averaging $1.2M and Facebook's $528K after the March Plus-tier launches, up 475% and 143% respectively. BNP Paribas forecasts $13.5B added revenue by 2028; Truist estimates $20B by 2030.

TechCrunch · AI·Sep 15, 17:05 UTC · 1d agoAI industry

Meta is back with Muse Glimmer: local, agentic, multimodal, and open source

Meta releases Muse Glimmer, an open-source model built for local, agentic, multimodal use.

Meta has released Muse Glimmer, a new open-source model highlighted on the Hugging Face blog. The model is designed to run locally and supports agentic and multimodal workflows. Details on parameter count and benchmarks were not provided in the title; the release marks Meta's return to open model releases.

Hugging Face Blog·Aug 10, 00:00 UTC · Aug 10, 2026Model release

Meta pledges to overhaul kids’ safety protections, pay $17 billion to settle social media case

Meta settles states' kids' online safety lawsuit for $17 billion, agreeing to landmark usage limits, age restrictions, and independent auditing.

Meta agreed to pay $17 billion to settle a civil suit from nearly every US state and territory alleging it hid research showing Facebook and Instagram are addictive to minors and violated COPPA by collecting data on children under 13. The settlement imposes reforms including two-hour daily limits for users under 18, a midnight-to-6am usage block, non-personalized feed options, and an independent auditor. Meta also settled separately with Texas for about $1 billion.

The Record·Aug 26, 18:53 UTC · 21d agoPolicy & legal

Heterogeneous Cross-Chain Transaction Tracing for Solana Bridges via Candidate-Set Selective Decision

SolTracer traces cross-chain transactions onto Solana bridges, improving open-world association F1 by 20.16% over the strongest baseline for illicit-fund tracing.

The paper formalizes four Solana-bound cross-chain transaction modes and proposes SolTracer, which maps heterogeneous execution semantics into a unified event space and uses candidate-set selective decision-making with abstention when valid targets are absent. In the challenging open-world setting with a 50% TA ratio, SolTracer improves F1 by 20.16% over the strongest baseline. An empirical study of real-world transfers examines count-value divergence across bridge mechanisms, cross-asset shifts, and decoupling between on-chain settlement and explorer visibility.

arXiv cs.CR·Sep 10, 11:43 UTC · 6d agoResearch

Meta Patents AI Glasses to Use Facial Recognition to Identify People, Make Highlight Reels of Your Dinner Party

Meta filed a patent for AI glasses that identify people via facial recognition and auto-generate highlight reels of events like dinner parties.

A newly published Meta patent describes smartglasses that use facial recognition to detect people in frame, capture video clips of their actions, and compile highlight reels. The filing signals Meta's continued, controversial push to combine facial recognition with its AI glasses line. The patent was published Thursday and offers granular detail on Meta's product plans, though it does not confirm a shipping feature.

404 Media·Aug 14, 14:17 UTC · Aug 14, 2026AI industry

Introducing Meta One: A Subscription Service With More Features and AI to Create, Connect, and Stand Out

Meta launches global Meta One subscriptions bundling Instagram, Facebook, WhatsApp Plus with expanded Meta AI and Muse media generation, priced $2.99-$499 monthly.

Meta introduced Meta One, a global subscription service with plans for individuals, creators, and businesses, launching with more than 50 features across Instagram, Facebook, WhatsApp, and Meta AI. Individual bundles Core ($7.99/month) and Premium ($19.99/month) combine the single-product Plus plans with expanded use of compute-intensive AI capabilities, including image/video generation powered by Muse models and Instagram's Restyle. Business tiers range from Essential ($14.99/month) to Expert ($149/month) and Max ($499/month), with expansion planned to Edits, AI glasses, and more.

Meta Newsroom·Sep 15, 15:00 UTC · 1d agoAI industry