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10分钟前更新
  • 01
    Top Stories: Apple Leaks, Siri AI Settlement, and More
    The Apple rumor mill never stops, and this week MacRumors was able to break the news of details on several upcoming products. We're also still learning more about the just-released iPhone 18 Pro and Pro Max plus the upcoming iPhone Duo, while this week saw the debut of new Beats 360 headphones and the start of claim acceptance for the class action lawsuit over Siri AI delays, so read on below for all of the details on these stories and more! Top Stories iPad Mini With A20 Pro, New HomePod Mini CMacRumors Staff
  • 02
    watchOS 27: 12 New Things To Check Out on Your Apple Watch
    Apple released watchOS 27 on September 14. The features and changes aren't limited to owners of new Apple Watch Series 12 and Apple Watch Ultra 4 models. If you have an Apple Watch model that supports the latest update, here are 12 features and changes to check out after installation. To do so, open the Watch app on your iPhone, then tap General ➝ Software Update, strap your watch into a charger, and follow the onscreen prompts. Check Out the Dedicated Siri App Siri has finally caught up with thTim Hardwick
  • 03
    Banks and Credit Unions to Team Up Against Apple Pay Fees
    An antitrust lawsuit accusing Apple of blocking tap-to-pay competition is moving forward and will see banks and credit unions able to band together to sue Apple. U.S. District Judge Jeffrey White this week certified a class in the lawsuit. It will include any U.S. entities that issued any payment card enabled for Apple Pay and paid Apple a fee for ‌Apple Pay‌ transactions on that payment card. He also denied a motion from Apple to exclude expert testimony that plaintiff attorneys allege offers pJuli Clover
  • 04
    Apple Finally Shares tvOS 27 Release Notes With List of New Features
    Apple today finally shared release notes for tvOS 27 , nearly two weeks after releasing the software update. Many of the new features and changes listed were already known, but we are sharing the notes for the sake of completeness. tvOS 27 was released on Monday, September 14 , but the Apple TV does not show release notes for software updates in the Settings app. Instead, Apple periodically updates a support document outlining what is new in tvOS updates. Here is what is new for the Apple TV onJoe Rossignol
  • 05
    Amazon's $199 Discount on Apple Watch Ultra 3 Returns to Help Clear Stock
    Earlier this week, Amazon knocked the price of the previous generation Apple Watch Ultra 3 down to $599.97 , from $799.00. This $199 markdown quickly disappeared, but now we're seeing a new Ultra 3 model (Black with Black Ocean Band) hit this new all-time low price. Note: MacRumors is an affiliate partner with some of these vendors. When you click a link and make a purchase, we may receive a small payment, which helps us keep the site running. Additionally, there's a $199 markdown on the Black AMitchel Broussard
  • 06
    Apple Code Confirms iPad 12 Specs: A19, 8GB RAM, N1, C1X Modem
    The next low-cost iPad will be equipped with an A19 chip, C1X modem, N1 networking chip, and 8GB RAM, according to details found in Apple's code by MacRumors contributor Aaron Perris. We've heard some of these same specifications in prior rumors, so this is more of a confirmation than a new leak. The ‌iPad‌ 11 has an A16 chip, so the upgrade to the A19 in the 12th-generation ‌iPad‌ will bring a noticeable improvement in performance. More importantly, the A19 supports Apple Intelligence , so theJuli Clover
  • 07
    MacRumors Giveaway: Win an Apple Watch Ultra 4 From Lululook
    For this week's giveaway, we've teamed up with Lululook to offer MacRumors readers a chance to win a new Apple Watch Ultra 4 . Lululook makes all kinds of accessories for Apple devices, including the Apple Watch. The company has a selection of Apple Watch bands that work well with the new Series 12 and the Ultra 4 models. Lululook's $129.99 Strata Milanese Band matches the ‌Apple Watch Ultra 4‌. It is made from 99 percent woven grade 5 titanium, and it has a coating that protects it from scratchJuli Clover
  • 08
    Launch Week Deals Hit Latest Macs, Apple Watch Ultra 4, and Apple Accessories
    This week saw the launch of the new Mac mini and Mac Studio, plus the new Beats 360 headphones. You'll find launch discounts on the Macs below, alongside big markdowns on cushion kits for the Beats 360 headphones, AirPods Pro 3, and more. Note: MacRumors is an affiliate partner with some of these vendors. When you click a link and make a purchase, we may receive a small payment, which helps us keep the site running. Mac Mini and Mac Studio What's the deal? Take up to $50 off Mac mini and Mac StuMitchel Broussard
  • 09
    Some iPhone 18 Pro Max Users Experiencing AT&T Cellular Issues
    A subset of iPhone 18 Pro Max users in the U.S. are experiencing issues with AT&T cellular connectivity and/or eSIM provisioning, according to complaints across the MacRumors Forums , Reddit , and the Apple Support Community . Affected users are unable to connect to the AT&T network for phone calls, text messages, or data. Notably, the U.S. version of the iPhone 18 Pro Max is the only new iPhone released this month that is equipped with a Qualcomm cellular modem . The smaller iPhone 18 Pro and tJoe Rossignol
  • 10
    The MacRumors Show: Tyler Stalman Talks iPhone 18 Pro's Camera
    Photographer and videographer Tyler Stalman joins us on this week's episode of The MacRumors Show to examine whether the iPhone 18 Pro 's camera is a compelling reason to upgrade, how its new features affect everyday shooting, and what photographers gain or give up with the iPhone Duo . Subscribe to The MacRumors Show YouTube channel for more videos The ‌iPhone 18 Pro‌'s Main camera combines a new 48-megapixel sensor, a faster variable-aperture lens, and updated image processing. The variable apHartley Charlton
  • 11
    iPad Mini With A20 Pro, New HomePod Mini Colors, and New Apple TV 4K All Just Leaked
    The next iPad mini, HomePod mini, and Apple TV 4K models have all leaked, just a few weeks before the devices are expected to be announced. Specifically, MacRumors contributor Aaron Perris discovered a few of Apple's official images of the devices, confirming their existence and some new features that are planned. The most notable iPad mini details revealed in today's leak include an A20 Pro chip, a new speaker design, and a landscape front camera, while images have revealed that the next HomePoJoe Rossignol
  • 12
    iPad Mini 8 Leaked: A20 Pro Chip, Landscape Camera, and More
    Apple's next-generation iPad mini will feature the A20 Pro chip, a rearranged front-facing camera, and a new speaker system, leaked code reveals. The information originates from Apple's own code (spotted by MacRumors contributor Aaron Perris) and also shows clear product images of the new ‌iPad mini‌. Although images of the device only show the front, leaving any design changes of the rear or side profile unknown, there are still visible changes. The new ‌iPad mini‌ features a landscape front-faHartley Charlton
  • 13
    Exclusive: First Look at HomePod Mini 2 in Three New Colors
    Apple's new HomePod mini will share the same design as the original model and come in five colors, MacRumors has found. The information originates from Apple's own code (spotted by MacRumors contributor Aaron Perris) and shows clear product images of the new models in all of their colors. The above image contains Apple's own icons, which specifically refer to a "‌HomePod mini‌ 2." The new ‌HomePod mini‌ will come in green, pink, blue, white, and black. The current model comes in yellow, orange,Hartley Charlton
  • 14
    New Apple TV 4K Leaked
    MacRumors contributor Aaron Perris has uncovered an image file from Apple for an unreleased Apple TV 4K, suggesting that a new model will finally be released soon. The image is specifically for an "Apple TV 4K (4th generation)" model. Apple TV 4K (4th generation) image (on a gradient) The image reveals that the Apple TV will have the same external design as the current model, with all of its upgrades expected to be internal. Rumored features include an A17 Pro chip or newer, an increased 8GB ofJoe Rossignol
  • 15
    Create a Custom Pass in the Wallet App on iPhone
    In iOS 27, Apple's Wallet app lets you create custom passes for things like event tickets, gift cards, loyalty cards, and more. Here's how it works. If you have a ticket for an event and there's not a digital version available for the Wallet app, you can create one using the physical pass you have. The same goes for other cards, like a membership card, for example. The Wallet app can use ‌Visual Intelligence‌ to scan your card, and it will match it to a template with corresponding fields that yoTim Hardwick
  • 16
    How to Check Your Mac's Manufacture Date in macOS 27
    If you installed macOS 27 Golden Gate, here's a way to find out when your Mac was manufactured. Apple has restored access to information that effectively disappeared when it randomized its serial numbers a few years ago. On your Mac, go to System Settings ➝ General ➝ About , then click "Regulatory Certification" under the System Report button. The certificate will show with a new "Date of Manufacture" field at the bottom. You used to be able to decode the serial number on an Apple device to findTim Hardwick
  • 17
    What's Gone in macOS Golden Gate and What's Next in macOS 28
    With macOS Golden Gate , Apple phased out several legacy features and services, cutting support for older devices and accessories. More cuts are coming in macOS 28 as Apple continues to root out lingering Intel features. Here's everything that's been dropped. Support for Intel Macs - ‌macOS Golden Gate‌ is the first version of macOS that runs only on Apple silicon Macs. Intel Macs can't run it and are limited to macOS Tahoe . Apple still plans to offer security updates through fall 2028. Boot CaJuli Clover
  • 18
    TestFlight App Gets New iOS 27 Features
    Apple today updated its TestFlight app for iOS, iPadOS, macOS, and visionOS to version 4.4.0, adding support for features introduced in the latest software updates and products. TestFlight for iPhone supports landscape orientation ahead of the iPhone Duo 's October launch, though the option is available on all iPhones. TestFlight can now be resized when using iPhone Mirroring on a Mac running macOS 27 with an iPhone running iOS 27 . Apple says the update also includes unspecified stability improJuli Clover
  • 19
    Google Photos Wardrobe Feature Comes to iOS
    Google today said its digital wardrobe option is available in the Google Photos iOS app in the U.S., India, and Brazil. Google first announced the feature back in April, but it was limited to Android users until now. The wardrobe option uses AI to pull images of clothing from the Google ‌Photos‌ library, organizing them into a digital closet. Users can put items together to create outfits and virtually try them on. The app shows clothing items in a new Wardrobe section in the Collections tab. ClJuli Clover
  • 20
    Apple Music to Host Free Head Trip Festival Livestream
    Apple Music is teaming up with Goldenvoice to livestream the Head Trip music festival that's taking place in Indio, California, on October 10 and 11. Head Trip will feature Calvin Harris, Fisher with Chris Lake, Peggy Gou with Four Tet, Swedish House Mafia, Skrillex, Dom Dolla with Kettama, and more. Tickets to the in-person event started at $499 but have sold out, and only passes starting at $589 are available now. HEAD TRIP. LIVE FROM INDIO. OCTOBER 10 + 11. WATCH THE LIVESTREAM ON APPLE MUSICJuli Clover
  • 01
    Joy And Mayhem at Maker Faire Bay Area
    Friday at Maker Faire Bay Area was full of joy, mayhem, and delightful inventions that entertained visitors. The post Joy And Mayhem at Maker Faire Bay Area appeared first on Make: DIY Projects and Ideas for Makers .Sam Freeman
  • 02
    Star Wars Mouse Droid is a Rebel Rave Machine
    When does a droid need a party button? When it's an Imperial Mouse Droid that got a makeover from Sabine Wren. The post Star Wars Mouse Droid is a Rebel Rave Machine appeared first on Make: DIY Projects and Ideas for Makers .Sam Freeman
  • 03
    Get Hands On: Maker Faire Bay Area Is For Making
    Maker Faire is at its best when you’re not just looking—you’re making. This weekend on Mare Island, you can solder a wearable EMF explorer, turn an old T-shirt into a braided keychain, build your own sock puppet, code a competition-ready robot, assemble a mobility device that will make a real difference, or even bring an AI-powered […] The post Get Hands On: Maker Faire Bay Area Is For Making appeared first on Make: DIY Projects and Ideas for Makers .Jennifer Blakeslee
  • 04
    Snapmaker Launches 3D Printing Repository With a Purpose
    Do we need another 3D printing model repository? Snapmaker thinks so. The post Snapmaker Launches 3D Printing Repository With a Purpose appeared first on Make: DIY Projects and Ideas for Makers .Sam Freeman
  • 05
    FilaDC i10 Cabinet Dries Filament in the Background
    The FilaDC i10 filament dehumidifying cabinet from Inslogic/Sunlu takes a gentler approach to drying spools to solve stringy 3D prints. The post FilaDC i10 Cabinet Dries Filament in the Background appeared first on Make: DIY Projects and Ideas for Makers .Lisa Rogers
  • 06
    Robot Football Is Getting Serious At Maker Faire Rome
    RoboCup’s humanoids have played their first 11-a-side match. This October, some of the same problems — balance, vision, autonomy and plenty of debugging — come to Maker Faire Rome. This summer, twenty-two humanoid robots walked onto a football pitch in Incheon, South Korea. Eleven against eleven. No remote controls. On 5 July 2026, B-Human from […] The post Robot Football Is Getting Serious At Maker Faire Rome appeared first on Make: DIY Projects and Ideas for Makers .Ursula Pala
  • 07
    Welcome To The Light…In The Maker Faire Dark Room
    Makers have always been at the forefront of new technology, both as inventors and as innovators. From their beginnings in the early 20th century to their ubiquity in the current era, LED lights have captured the imagination of makers and creatives. While some makers are fascinated by their energy saving capacities, others are captivated by […] The post Welcome To The Light…In The Maker Faire Dark Room appeared first on Make: DIY Projects and Ideas for Makers .Jennifer Blakeslee
  • 08
    Tour the Hidden Worlds of ILM
    ILM's Rebel Hideout is the real-life galactic center of the Star Wars universe. But it isn't the only theme room there. The post Tour the Hidden Worlds of ILM appeared first on Make: DIY Projects and Ideas for Makers .Sam Freeman
  • 09
    A (Maker Faire) Robot Party In The Foundry
    There’s no party like a robot party! And this year at Maker Faire Bay Area that party will take place on the Foundry floor with (almost) every kind of robot you can imagine…and probably a few you haven’t. Under the soaring steel beams, acres of glass, and a REALLY BIG crane that used to lift […] The post A (Maker Faire) Robot Party In The Foundry appeared first on Make: DIY Projects and Ideas for Makers .Jennifer Blakeslee
  • 10
    Petoi Quaddle, a Robotic Pet for Everyone
    Petoi's new Quaddle robot is their most capable and affordable quadruped yet. The post Petoi Quaddle, a Robotic Pet for Everyone appeared first on Make: DIY Projects and Ideas for Makers .Sam Freeman
  • 01
    commons-parent
    近 90 天热门排名:1 · 最新版本:105 · 发布于:22 days ago · 被引用:0 个项目org.apache.commons
  • 02
    commons-secure-xml
    近 90 天热门排名:2 · 最新版本:1.0.0 · 发布于:24 days ago · 被引用:1 个项目org.apache.commons
  • 03
    commons-skin
    近 90 天热门排名:3 · 最新版本:5.3.0 · 发布于:1 month ago · 被引用:0 个项目org.apache.commons
  • 04
    commons-collections4
    近 90 天热门排名:4 · 最新版本:4.6.0 · 发布于:1 month ago · 被引用:6,849 个项目org.apache.commons
12分钟前更新
  • 01
    Bringing Private Processing to Meta AI Glasses
    We believe glasses are the best form factor for having AI help throughout your day. They can understand your personal context better than other kinds of devices and keep you present without picking up a mobile phone. Most of the time, glasses are helping you see well, protecting your eyes and complementing your look, and [...] Read More... The post Bringing Private Processing to Meta AI Glasses appeared first on Engineering at Meta .
  • 02
    Open-Sourcing Rebalancer: A Generic, High-Performance Library for Solving Assignment Problems
    We’re open-sourcing Rebalancer, the assignment-problem solver that has been used to solve resource allocation problems throughout Meta for over nine years. Rebalancer separates several related concerns: how to specify an assignment problem, how to store it efficiently in memory, how to solve it, and how to debug it. This separation of concerns is crucial to [...] Read More... The post Open-Sourcing Rebalancer: A Generic, High-Performance Library for Solving Assignment Problems appeared first on
  • 03
    Inside Petal: Building the World’s First Petabit-Class Transoceanic Subsea Cable
    Petal, the next step in Meta’s subsea innovation, will be the first subsea cable to deliver petabit capacity at transoceanic distances, connecting France and the United States over approximately 7,000 km (4,300 mi). Expected to enter service in 2029, it will be the first subsea cable system to deploy multi-core fiber technology at scale, doubling [...] Read More... The post Inside Petal: Building the World’s First Petabit-Class Transoceanic Subsea Cable appeared first on Engineering at Meta .
  • 04
    ZGateway: Learnings from Putting a Proxy in Front of ZippyDB
    We’re introducing ZGateway, the proxy we are using to unify traffic through ZippyDB, Meta’s most widely-used key value store. As a bonus, it also enables admission control, load balancing, cross-region resilience, and richer operations. ZippyDB is the most widely used key value store at Meta, backing product metadata, counters, and configuration, and can serve billions [...] Read More... The post ZGateway: Learnings from Putting a Proxy in Front of ZippyDB appeared first on Engineering at Meta .
  • 05
    An Organizational Second Brain: Building an AI That Learns From Experts
    We’ve built an AI agent that acts as a secondary expert for a given domain, making deep specialist knowledge readily available and preserved for anyone in an organization to access, share, and build upon. This is not a typical domain-specific agent. Its novelty comes from integrating two layers: A structured, auditable knowledge architecture separates what [...] Read More... The post An Organizational Second Brain: Building an AI That Learns From Experts appeared first on Engineering at Meta .
  • 06
    MetaRoCE: A New RDMA Transport Built for AI-Scale Ethernet
    Training and serving frontier AI models depends on fast, reliable networks that move data between GPUs without wasting compute cycles. To meet this challenge at scale, Meta designed MetaRoCE – a clean-sheet RDMA transport protocol purpose-built for AI workloads on commodity Ethernet. We’re releasing the MetaRoCE specification, a reference software implementation and a compliance test [...] Read More... The post MetaRoCE: A New RDMA Transport Built for AI-Scale Ethernet appeared first on Engineer
  • 07
    MTIA 300: Meta’s First Training Chip with Built-in NICs and Communication-Offloading Engines
    MTIA 300 is the first of Meta’s family of in-house training and inference accelerators optimized for training ranking and recommendation models. We’re sharing how MTIA 300’s built-in NIC chiplets allow it to meet the communication needs associated with training recommendation models with superior performance over general-purpose GPUs. By co-designing MTIA’s communication library, HCCL, alongside the [...] Read More... The post MTIA 300: Meta’s First Training Chip with Built-in NICs and Communica
  • 08
    How We’re Building Scam Alert on WhatsApp With End-to-End Encryption and Verifiability Guarantees
    WhatsApp is committed to helping people stay safe while protecting the privacy of their messages. As scam tactics evolve — from impersonation to social engineering to AI-generated lures — we’re always evolving as well, so that our protections stay ahead of scammers while protecting people’s personal messages with end-to-end encryption. Today, we’re sharing an early [...] Read More... The post How We’re Building Scam Alert on WhatsApp With End-to-End Encryption and Verifiability Guarantees appear
  • 09
    From User Sequences to Scaling Laws: A Multi-Stage Architecture for Meta’s Ads Ranking
    Every day, Meta’s recommendation platforms handle billions of user interactions, generating rich temporal signals that capture individual preferences and intent across products, ads, and content. In our 2024 post on sequence learning for ads recommendations, we showed how modeling the order and timing of user actions (rather than relying on static, manually engineered sparse features) [...] Read More... The post From User Sequences to Scaling Laws: A Multi-Stage Architecture for Meta’s Ads Ranki
10分钟前更新
  • 01
    The Download: the Pentagon’s AI-powered lie detector and young organ limits
    This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. The Pentagon wants $30 million to build an AI-powered lie detector The US government wants to spend $30.3 million over the next five years on an improved lie detector, according to…Thomas Macaulay
  • 02
    The Pentagon wants $30 million to build an AI-powered lie detector
    The US government wants to spend $30.3 million over the next five years on an improved form of lie detector, according to a Department of Defense budget request. The program, called Polygraph+ or Polygraph Next, will focus on scoring algorithms that use artificial intelligence and machine learning and on a technique called “standoff sensing,” which…Amit Katwala
  • 03
    Young organs may not be a fountain of youth for recipients
    Around this time last year I was attending an aging conference in Manchester, listening to a talk about fly aging, when my phone started pinging. News outlets were reporting that a hot mic had caught Russia’s and China’s leaders discussing the possibility of living forever. “With the developments of biotechnology, human organs can be continuously…Jessica Hamzelou
  • 04
    The Download: a bid to scrap the virtual wall and AI hits Climate Week
    This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. A congressional representative just proposed killing America’s border tower program Delia Ramirez, a Democratic US representative from Illinois, has announced plans to introduce legislation to terminate the surveillance tower program along…Thomas Macaulay
  • 05
    AI is dominating the conversation at Climate Week
    This week, world leaders descended on Manhattan for the UN General Assembly. It’s also New York Climate Week—investors, policymakers, advocates, and journalists are colliding at panels, talks, and fancy dinners. With so many climate voices in one place, the discourse can feel a little louder than usual. This year, the unavoidable topic is artificial intelligence.…Casey Crownhart
  • 06
    A congressional representative just proposed killing America’s border tower program
    Delia Ramirez, a Democratic US representative from Illinois, has announced a plan to introduce new legislation to terminate the surveillance tower program along the US southern border. The announcement comes just days after publication of an MIT Technology Review investigation, “Dying on Camera,” in which we looked at deaths along the border that took place…Eileen Guo
  • 07
    The Download: India’s smart glasses menace and AI’s trillion-dollar gamble
    This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Smart glasses are already causing havoc in India When Shubnam saw an Instagram video of a Delhi protest they had attended, they realized a content creator wearing Meta smart glasses had…Thomas Macaulay
  • 08
    The AI Hype Index: AI loves cheating
    Brace yourself: It turns out AI is being optimized for cheating. OpenAI’s agents hacked into Hugging Face to get the answers to a cybersecurity test. Next, they solved a prestigious math problem (or just stole from two top mathematicians’ answer sheets). Anthropic’s models have also hacked into other companies’ systems four times already. And that’s…Michelle Kim
  • 09
    Smart glasses are already causing havoc in India
    Shubnam was packing boxes for a move into a new home when their friend sent them an Instagram video. The footage had only been up for a few hours, but it was days old, recorded at a Delhi protest this spring against a bill that would have narrowed the legal recognition for transgender people in…Anuj Behal
  • 10
    Roundtables: The Deadly Failures of The Virtual Border Wall
    The US has spent billions building a “virtual wall” of surveillance towers along its southern border over the past 25 years, promising they will help detect and apprehend border crossers and save lives. But a groundbreaking investigation by MIT Technology Review has documented over a thousand people who moved through areas watched by these towers…MIT Technology Review
  • 01
    Benchmarking Local LLM Servers: llama.cpp, llamafile, LM Studio, and Ollama
    Benchmarking Local LLM Servers evaluates llama.cpp, llamafile, LM Studio, and Ollama across Mac, Linux, and Steam Deck. The study reveals build flags and configurations drive up to 63% performance gains, whereas underlying engines perform similarly due to a shared llama.cpp core.Davide Eynard
  • 02
    Introducing Agent Skills in Octonous
    Agent Skills in Octonous offer a central, reusable library for your context, guidelines, and procedures. Written in standard Markdown, Skills end repetitive setup. Store team knowledge once, share it across your workspace, and seamlessly attach it to automated tasks or live conversations.Hareesh Bahuleyan
  • 03
    Open Source Is Not a Virtue: It’s an Ownership Model
    Open source isn't a moral choice; it’s an operational strategy to prevent vendor lock-in. As transient AI models change, controlling the orchestration layer that routes and manages them becomes critical. Owning your infrastructure code is the only way to ensure true architectural sovereignty.Alejandro Gonzalez
  • 04
    Using Octonous as a Product Operations Manager
    Discover how a Product Operations Manager uses Octonous to streamline daily workflows, from turning GitHub releases into newsletters to capturing competitor intel from Slack. Save hours on repetitive tasks and focus on the strategic work that really matters.Sandra Antunes
  • 05
    llamafile v0.10.5
    llamafile v0.10.5 is out! Updated llama.cpp core support lets you run two huge models locally: the compressed 6GB Ternary Bonsai 27B and the fast 118B Laguna-S-2.1 coding MoE. This release also fixes docs and adds pre-built transcribefile speech-to-text binaries.Anushri Gupta
  • 06
    The Future of AI is Personal — But Not The Way You Think
    AI’s future isn’t about replacing human thinking, but enhancing it. As AI agents evolve from simple assistants into deeply connected systems, control, privacy, and personalisation will shape the next era of AI. Mozilla AI is building towards a more open and user-controlled future.Daniel Nissani
  • 07
    How Frontier Labs Are Building Subtle Developer Lock-In
    Frontier AI models are becoming more capable, but also more tightly coupled to proprietary state, memory and execution environments. This article explores what that means for developers building open, portable AI systems.David de la Iglesia Castro
  • 08
    Who Cares About LLM costs?
    Why would you worry about them? LLMs promise something close to infinite capability, and worrying about the meter feels like someone else's problem. Ship the feature. Let the model think as long as it needs to, right? Right. Until the bill arrives. The shock Picture it: yourAdrian Matei
  • 09
    Stop Chasing New Models. Build Once and Access Them All.
    Swapping LLMs sounds simple, but managing separate SDKs, credentials, and billing turns model evaluation into an infrastructure headache. Otari solves this with a unified gateway, decoupling application logic from providers so teams can seamlessly route traffic, test new models, and control spend.Carlos Alvarez
  • 10
    From Evaluation to Guardrails: What We Brought to ACM FAccT 2026
    At ACM FAccT, we demonstrated why AI guardrails need the same scrutiny as models. Moving from static policies to context- and language-specific evaluations, our hands-on session proved that agentic guardrails equipped with tools like web search are vital for reliable, real-world deployment.Roya Pakzad
  • 11
    Open Models are ready for agents. Their APIs are not.
    Open models have reached impressive levels of capability, but the surrounding platform often falls short. This blog explores the hidden infrastructure gaps developers face and why bridging them is essential for production-ready AI applications.David de la Iglesia Castro
  • 12
    Using Octonous as an AI Safety Engineer
    Discover how Octonous helps our team at Mozilla.ai cut through daily busywork, from automatically monitoring our libraries to staying on top of the latest developments in AI safety.Daniel Nissani
  • 13
    The Control Layer: Why the Next Era of AI Is About Infrastructure, Not Just Models
    The Model’s the Easy Part - How to Get, and Keep, Value Here’s how I see the evolution of AI in enterprises over the last few years: Autumn of 2022, the world thinks it’s going into a recession. IT budgets are frozen for 2023.John Dickerson
  • 14
    Introducing Otari: The Open-Source LLM Control Plane
    If you are building LLM-powered applications today, you are probably managing multiple LLM providers, a pile of API keys, and your own logic for routing, budgets, and failovers. Accessing language models is no longer the challenge. Operating LLM infrastructure effectively is. Today, we are excited to launch Otari, theMus Himdi
  • 15
    Announcing transcribe.cpp
    Meet transcribe.cpp, a new open-source C/C++ speech-to-text inference library with portable, GPU-accelerated support for multiple STT models. Developed through Mozilla.ai's Builders in Residence program, it makes adding fast, local transcription to applications easier than ever.Davide Eynard