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Meta had delayed the release of Muse for months due to safety concerns. However, the success of an AI agent created by a startup called Instinct led Mark Zuckerberg to push for a launch due to fear of losing a competitive edge. The launch was successful and has given Meta an early lead with agents. The agent has only had a few safety hiccups, like when it gave out a user's address to a seller on Facebook Marketplace without permission.

Apple is set to unveil new smart home products tomorrow. The centerpiece will be a smart home hub called the HomeView that essentially serves as the Siri command center for an Apple-powered household. There will be a countertop model with a metal base and a wall-mounted version with a flat, square base that sits against the wall beneath the display. The HomeView will only support a limited selection of Apple applications, and there will be no App Store for downloading additional software.

Shenzhen opened access for nighttime deliveries by driverless vehicles in March. Night operations make otherwise idle vehicles and infrastructure productive. It also means quieter roads, reduced pedestrian traffic, and lower congestion. Driverless vehicles eliminate the cost of a human: they don't need night shift wages, they don't get tired, and they don't need to be paid extra for driving in the rain.

Borrowing an idea from one research discipline to solve a problem in another is an age-old scientific trick. However, such clever leaps are rare because researchers don't tend to spend their time researching fields outside of their expertise. AI can easily hop between fields. BootLoops is a harness that can spot and solve problems in seemingly unrelated fields that share the same mathematical structures at massive scale. Researchers recently released 36 preprints produced with BootLoops covering a wide range of topics, including figuring out the age of sunspots, analyzing government health policies, and attempting to decipher a mysterious medieval manuscript.

Not learning to use AI at this point is detrimental to your career. The tastes and desires in the employment market have changed. Teams that aren't working with AI will be replaced with workers who use AI. The job market might look tough, but it's much easier for workers who have been investing in themselves.

GitHub is rebuilding its Git storage architecture from scratch. Early internal testing shows a promising 35x write improvement. The plan involves decoupling writes from reads, offloading maintenance, and letting object storage manage redundancy. The change won't alter developer workflows, review processes, or security controls.

Anthropic entered into a deal worth up to $45 billion earlier this year to lease computing power from SpaceX. The unlikely alliance illustrates the industry's increasingly desperate scramble for compute. Demand is outstripping supply, and prices are rising, causing tech companies to strike deals with rivals. Venture-capital firms are helping startups obtain computing capacity.

Ownership is not the only credible path to prosperity. It's possible to build substantial wealth through a career. A career provides income, training, relationships, credibility, and exposure. In some cases, it can also provide pensions, bonuses, equity, and other benefits. This can be used to build wealth that remains under your ownership and continues to serve you after the salary has been paid.

The Deno team is joining Cloudflare to radically simplify self-hosting Workers and Durable Objects.

There's no reason to use cryptographically secure hashes when there's no sensitive data.

Brave, Tor, and Mullvad Browser are the only major browsers at the moment that implement advanced protections against fingerprinting.

Frontier labs will likely capture the bulk of revenue from the most demanding work, but there's still plenty of room below the frontier for very large businesses.

Skill and competence matter, but being a 'good human' is one of the strongest foundations for doing great work together.

The AI-driven memory shortage is pushing up prices, and buyers are deciding that their existing machines are just fine.

Let's Encrypt will start issuing 64-day certificates starting on October 14.

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Apple plans to introduce a touch-screen MacBook and a new iPad mini on or around October 27. The launch will include an online video presentation and an in-person component for the press. Apple will also hold an event next week to introduce its first smart home hub with a display, a new HomePod mini, and an updated Apple TV set-top box. It plans to introduce a home ecosystem that will include accessories from LG and Schneider Electric.

SpaceX will pay investment firm Grain Management about $8 billion in cash for US cellular spectrum licenses. The licenses will be for the 800-megahertz band, which is tailored for wireless service from cellphone towers rather than satellites. SpaceX says the new spectrum will help cover places satellite links can't reach. SpaceX still needs some terrestrial infrastructure to use the spectrum for mobile coverage.

Atomic Machines is building AI technology that can discover new ways of designing extremely small devices. It is building an automated manufacturing system that turns computer code into a physical device. The company aims to revamp the field of microelectromechanical systems (MEMS), tiny devices made of both electrical and mechanical components. These devices are traditionally manufactured like computer chips, but this limits the possibilities of the technology to the physical properties of a semiconductor.

Amazon's Leo project is nearing several critical milestones. The company recently manufactured its 1,000th satellite and has reached the point where it can build a handful of satellites every day. The Vulcan's upcoming return-to-flight mission will carry Amazon Leo satellites, and another Vulcan rocket is currently being prepared to launch this year with more Amazon satellites. The company is just weeks away from offering a commercial space broadband service for the first time.

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You can now add panes, commands, and tool call rules to Claude Code with Mods. A mod is a plugin that changes how Claude Code looks and behaves. They can be used to add custom features to Claude Code. Mods run inside Claude Code, so they can do things that hooks, skills, status lines, and MCP servers can't, like redraw Claude Code's own interface, step into a tool call or request, and share data between hooks.

Bootstrap 6 features a major overhaul to the project that modernizes it from the ground up with the Sass module system, support for more native browser APIs and elements, ESM-only JavaScript plugins, and a slew of new CSS standards. Alpha 1 is on npm and jsDelivr right now. Bootstrap 6 requires Chrome and Edge 130, Firefox 132, and Safari 18. Bootstrap 5 remains available and supported.

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Agents are now doing valuable work in software and science. Physical AI is learning how to act in the world, and access and control are becoming more essential. The frontier is now a three-lab race between Anthropic, OpenAI, and Google. Anthropic leads on Artificial Analysis' Intelligence Index, while Google leads on Arena's ranking of the answers people prefer.

The most important tech companies are much larger than their original markets. They not only expand their market, but make their own markets as well. These companies achieve this by attacking the abstractions their industry is built on. They change what it takes to participate in the industry and create shared infrastructure out of their competitors' businesses. This allows an ecosystem of new companies to form that both win in the market and are dependent on them.

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Microsoft, Adobe, Cognizant, Infosys, Tata, Wipro, HCL, and Capgemini are being suspended from PERM, the labour certification employers need before sponsoring a worker for permanent residency.

zerobrew brings uv-style architecture to Homebrew packages on macOS and Linux.

String Confirmation Day will be on November 17.

How AI will transform society will depend on how businesses reorganize, markets adjust, and workers respond.

Xbox's entertainment division will grow Xbox's footprint in film, TV, products, events, and theme parks.

This post presents a snapshot of the mathematical community's gut feelings regarding OpenAI's announcement on October 6.

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Claude Haiku 5.5 is Anthropic's latest fast and low-cost model. The model is priced at $0.10 per million input tokens and $0.50 per million output tokens up to 100,000 tokens, after which the price increases 5x. Under 100,000 tokens, Haiku is the same price as GPT-6 Luna and reports higher benchmark scores, but above 100,000 tokens, Luna looks like a much better deal.

OpenAI recently released 372 breakthrough results in the field of mathematics. However, it appears no human has understood any of the proofs yet. Experts reading the proofs say the papers are so horribly written they're impossible to read without AI help. The citations are also often irrelevant and confusing.

Biohub, a nonprofit co-founded by Mark Zuckerberg, is working with the Department of Energy, the National Institutes of Health, and other funding partners to invest $1.8 billion in building biological data ready for AI models. The investment is aimed at providing data sets that allow researchers to use AI models to find new ways of preventing and treating diseases. The DOE will invest more than $500 million across five years in lab measurement, modeling, and computation to build an AI-ready open data resource; the NIH will coordinate the contribution of relevant datasets, repositories, and knowledge bases; and Biohub will work with the NIH to standardize the datasets for AI model training.

Two independent teams in Vienna and Beijing have simultaneously built the first clocks that keep time by counting the squishing and unsquishing of the atomic nuclei of thorium. The clocks are so precise that they only lose one second once every few million years or so. Nuclear clocks have the ability to search for certain kinds of dark matter. If a particle of dark matter passes through the thorium nuclei, it could register as a wobble in the nuclear clock's otherwise steady tick-tock.

Google and k-ID host 15 developer teams in San Francisco on October 21.✅ New k-ID tooling, revealed that morning, adapts your app to every age automatically✅ Mentors and judges from Google and k-ID on site✅ Free, 18+, bring any stack>> Apply by October 12>> Watch the livestream

Super ICs gain influence by repeatedly doing the unglamorous things. Over time, making the work better, making the story clearer, and making it easier for other people to succeed changes how people behave around you. Authority is a natural side effect of being the person others rely on. Focus on sharpening your craft, turning ideas into stories people can retell, packaging your thinking so it travels without you, and helping your peers hit their goals.

Readers need a compelling reason quickly to continue reading. The reader should be able to read an article from start to finish without clicking links or hovering for tooltips. Avoid presenting articles as a follow-up to a previous article. Drop the formality and write the way you speak in real life. Test articles in mobile view, and use browser testing tools to find low-contrast text to improve visibility.

Super Smash Bros. Melee's decompilation reached 100% on September 7. Within hours, this developer was wearing a Meta Quest and watching Fox and Marth fight in their apartment. The screen recording of the fight passed a hundred thousand views in just a few days. This article details how the developer brought the match into the headset.

Artcraft released a suite of open-source apps over the weekend aimed at recreating the user interface and tools found in Adobe Photoshop, Illustrator, Premiere, Lightroom, After Effects, InDesign, and Acrobat Pro. The developer used Claude Opus 5.5 to create the software. The apps are still in a 'super early alpha' state, but the developer believes that they will be able to produce something as functional as anything Adobe has ever put out. They claim they will be able to reach 99% feature parity within months.

AI is reshaping how software gets planned, built, and run. Hear from CEOs and leaders from Vercel, Dropbox, Lovable, & more to unpack how leading organizations are adapting for the AI era. Watch now

People are mostly sanguine about the AI present and fearful about the AI future, and national policymakers are committed to a US-China race that the public has no interest in.

Xbox has returned to growth in its first-party segment and stabilized user engagement after earlier declines this year.

Apple's 'Reference Image' system can verify that an image was taken by an iPhone without tying the image to a specific iPhone or photographer.

SpaceX has called for other satellite operators to share their satellites' ephemeris to facilitate timely avoidance maneuvers.

Cheaper intelligence raises the value of evidence.

AI labs need to partner and resell models, control the user interface where distribution becomes the moat, and capture routing data to reduce the cost of training future models.

AI investments keep pouring in, but engineers know it's not delivering everywhere. Particularly in observability, slipshod implementation is leading to wasted hours and slower incident response.

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OpenAI released hundreds of new findings spanning a wide range of topics including algebra, number theory, theoretical computer science, mathematical logic, and topology. These were solved with an internal model that has not been released publicly. There is debate on whether OpenAI's systems were employing creative thinking or simply completing the final steps of a proof after borrowing ideas from human mathematicians' work. OpenAI has provided summaries of how its models came up with the solution for 10 of the problems.

Apple plans to launch several devices developed through a partnership with LG as part of an ecosystem of devices that work with its new smart home hub. These include a doorbell, thermostat, an upgraded HomePod mini, and a fresh TV set-top box. The products, set to launch on October 13, will carry the LG brand. Most of the devices will include support for Wi-Fi, Bluetooth, Thread, and Matter.

Anduril recently announced that it was awarded a contract worth up to $1.8 billion over five years to scale Lattice across the Army's Next-Generation Command and Control effort. The company plans to build the second of its Arsenal mega-factories in Baltimore. The mega-factory will be shipbuilding-focused and will, when operations begin in 2030, span over 2 million square feet of manufacturing space. The facility will be backed by $6.6 billion across both private investment and up to $2.9 billion through a submarine production contract with the US Navy.

Building nuclear power plants takes a long time, so some companies are looking to upgrade older reactors to squeeze even more power out of them instead. These types of upgrades can cost billions and require approval by regulators, but they can often be completed in five years or less at a fraction of the cost of building a new plant from scratch. Many tech giants are eager to pay for these upgrades to power AI. Increasing production from existing nuclear plants will add an estimated 6,000 to 8,000 megawatts of electric capacity to US grids.

TLDR is hiring its first PM to help build the agent-first operating layer used across the company. We're looking for a builder who has shipped real products/systems with LLMs. Click here to learn more.

The speed of change in the tech industry has never been this large-scale or fast. Practically nobody writes code by hand anymore. Assumptions about code output have broken, code reviews have become theatrical, and quality and reliability are down. Teams are still important, as is planning. Engineers will likely stop reading code altogether as companies start building a new type of AI infrastructure.

OpenAI's Decisions API turns text and images into decisions that applications can use. It evaluates text, images, or both and returns typed answers 10 times faster than the Responses API. The Decisions API returns a probability that a condition is true, a choice from a fixed set, or a score against a rubric. These answers can be used to classify content, route requests, and prioritize work in an application.

We used to learn things by doing something wrong first and then taking a lesson out of it. LLMs make everything so fast that we don't want to spend time doing the wrong things, even though it's more beneficial in the long run. The struggle is how the brain actually learns new things. Use AI to help you think through problems rather than just giving you the answer.

Decision models return a choice, a score, or a yes-or-no with a confidence number stapled on. Within a day of launch, TypeSafe's Jev decision model had been wired into 13% of Vercel's paid AI Gateway customer workflows, and within three days, Cloudflare, LangChain, and Langfuse had shipped integrations for it. It took competitors about two weeks to show up. The field is evolving quickly - this post looks at the criteria and nuances of using decision models in production to help readers decide which model to use.

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The Stack Overflow Developer Survey 2026 asked developers and technologists about everything from how they're using AI to how happy they are at work to where they're learning new skills.

JPEG XL offers 30% to 50% better compression than JPEG, lossless compression, built-in HDR support, lossless JPEG transcoding, and more.

The DNS root is scheduled to change its key-signing key for the second time ever on October 11.

Codemode is a way for LLMs to express and orchestrate complex operations on the harness side, but not the execution environment side.

OSC 7501 is a specification for a terminal escape sequence that lets any program tell the terminal whether it's idling, working, waiting on the user, finished, or failed, and why.

Jiti is a small kernel for growing a running Lisp application through conversation with an LLM - users ask for a capability, the model writes Lisp, and the application permanently acquires that capability until the user asks for that capability to be removed.

AI copilots are fine for individuals. But when you're dealing with sensitive IP and complex legacy systems for an enterprise? Not so much.

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Apple is now accepting submissions of iPhone Duo-optimized apps and games. Xcode 27.1 Release Candidate 1 features support for building and testing apps and games for the iPhone Duo. Developers can now submit iPhone Duo-optimized apps and games in App Store Connect. App Store product pages will display a badge to let people know apps are optimized for the iPhone Duo. Recompiling existing apps with Xcode 27.1 adds development support for iPhone Duo.

Google Docs now supports Markdown files. Google Drive now renders Markdown previews. The new features are available to all Google Workspace customers and users with personal Google accounts. They will be gradually rolled out over the next two weeks.

Karl Deisseroth, Peter Hegemann, and Georg Nagel have won the Nobel Prize in Physiology or Medicine for their contributions to the field of optogenetics. Optogenetics involves using light to alter the behavior of nerve cells marked by the activity of individual genes. It allows researchers to activate or shut down neurons in an otherwise intact brain. The technique has revolutionized scientists' ability to understand what different populations of nerve cells are doing.

Tandem solar is a new technology that adds second and third layers of material on solar panels to convert more of the Sun's radiance into electricity. Several companies plan to start selling panels commercially soon. The panels can generate 25% more energy than current available devices. Successful adoption of the technology will allow the world to meet the rapidly rising demand for electricity with less land and roof area.

AI creates workforce risks that tech alone can't resolve. This Gartner article explains how to identify the talent risks that come along with AI ambition, and the steps you need to take to unblock adoption. For more use cases and case studies, explore the thousands of stories in Gartner's AI hub

Ephemeral testing is when you test a base application layer by building on top of it. The original work is not assessed - the software built on top of it is. It is a form of integration testing, except the software on top is thrown away when the test is complete. Instead of building the core while trying to anticipate what might be needed at the other layers, you just simulate the other layers by building them.

The simplicity of plain text is a large part of why it has lasted. Plain text is part of the basic plumbing of computing. There is an enormous collection of tools that know how to work with plain text, and plain text gives users more choice. Text ages surprisingly well, and it is easy to own. It is portable, inspectable, searchable, scriptable, easy to back up, and remarkably resistant to obsolescence.

CVE-2026-65400 is a high-severity macOS vulnerability that allows attackers to execute malicious code. Apple released a patch for the vulnerability last week for macOS Tahoe, Sequoia, and Sonoma. The vulnerability stems from a bug in the macOS screen sharing capability. In all observed cases, root had been accessed on the affected system and a Monero crypto miner had been placed.

The field of mathematics is changing, but mathematics is still as important today as it ever was. Mathematics remains a core capacity for human reasoning and deliberation. Future historians will likely see this time as the start of a new era for mathematics. We are at a new frontier where communal norms, values, and expectations are beginning to break down, and the community needs to figure out what should replace them.

After nearly a decade of R&D, Doroni unveiled a showroom model of its H1-X flying car. Morgan Stanley projects a $9T market by 2050. First deliveries are targeted for 2028.

Invest at $3.30/share before 10/23

AI inference is set to surpass the database market to become the most important market in software.

A look at how money paid to aggregators can flow to personal agents.

Thoughts on AI's effects on writing.

The industry's lack of consensus on what AI progress looks like is distracting it from doing practical things.

The Fitbit Edge will support notifications and limited apps like Google Maps, YouTube Music, and Find My Phone.

AI is sustaining the macroeconomy in a time of huge amounts of policy uncertainty.

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Neuralink's decoders are machine learning models trained to convert neural activity into intended action. These decoders are unique to each user - all users have to perform calibration prior to using a Neuralink device. Neuralink has collected over 50,000 hours of unlabeled, freeform neural data since its clinical trials began. This post details how the company used this data to improve its models, making its decoders more accurate and long-lived.

Apple CEO John Ternus is spending a lot of time overseeing the company's hardware and software design work. He is largely leaving the company's financial operations to CFO Kevan Parekh and the supply chain to COO Sabih Khan. Ternus is deeply involved in product engineering and design. One of his first priorities was to restore the company's design studio standing. The company is not looking to recruit an outside chief design officer to oversee the entire organization.

The series of Harvard studies that showed that nuclear power plants were associated with higher rates of cancer and cancer mortality are nonsense. The methodology used in the studies will always show an increased cancer risk and mortality no matter what landmark is used. The studies simply do not prove anything about cancer incidence. Sophisticated statistics can produce extremely precise nonsense when the design fails to identify the causal mechanism.

NASA wants contractors to prepare to build a nuclear reactor that could survive a space voyage and run without maintenance near the south pole by December 2030. The agency is racing for the future of space exploration. The US and China are both racing to establish a moon base to search for resources and to launch missions deeper into the solar system. Controlling access to the Moon's assets is vital to this mission. Both superpowers believe a nuclear reactor is the centerpiece of this ambition.

Agents can generate code. Getting it right for your system is the hard part. More MCPs solve access but not understanding. Join Unblocked live on Oct 7 to see how leading Eng teams save time and tokens with an organizational context layer.

e2e is an open-source AI testing framework. It provides customizable testing for web, mobile apps, and more. e2e remembers agents' actions and replays them when possible without calling the model again. Less repeated reasoning results in fewer tokens and lower costs. Developers can choose their preferred AI model and customize the testing agent.

Advocates for web standards, performance, and accessibility have implored web developers for years to 'use the platform', but despite how obvious the advice seems to be, many people seem to still need convincing. One reason for this is that, for the longest time, browsers were playing catch-up with the ecosystem on top of them. Another is due to the familiarity with tools they've used in the past. Often, even with a robust standard, libraries fill a useful gap between framework ergonomics and the platform underneath it.

David Robinson resigned from OpenAI this week, joining a parade of former colleagues who have decided that the company's current path is unacceptable. Robinson headed the writing of the safety reports that OpenAI publishes with each major launch. OpenAI has thrived by trial and error, but this approach guarantees periodic failures, and the scale of those failures is growing. Achieving something much closer to perfect the first time is becoming more essential because iteration after a mistake may not be possible.

Alexandr Wang, 29, was hand-picked by Mark Zuckerberg last year to oversee Meta's AI efforts. Wang, the company's first Gen Z senior executive, brings an internet-flavored communication style that could help the company connect with younger customers. He is a native of the social-media ecosystem his boss built. Wang has succeeded in building hype for Muse, in part with an unconventional internet campaign. The challenge is now to keep the momentum going as rival companies press ahead with their own offerings.

Baseten pairs custom kernels with cross-cloud capacity, so open-source and fine-tuned models scale in its cloud or your VPC. Start deploying →

Microsoft could win the enterprise harness with Copilot while labs compete to supply its intelligence.

The swarm chasers are a loose crew of online sleuths that work together to piece together interconnected AI swarm incidents.

Trades involve physical demands and uncertain rewards that people outside the industry just don't understand.

People who want to live dangerously should be able to do that, but it needs to be on an opt-in basis.

None of Muse's capabilities are new, Meta just put the pieces together in the right way.

Neko Health uses 'advanced technology' to screen for issues in the blood, skin, and metabolism.