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Anthropic claims that AI systems will soon be able to improve themselves without human intervention. This is seen by some AI insiders as a potential marker of danger and enormous societal upheaval. Anthropic has previously been criticized for using its policy work to slow down the AI advances of competitors. Its warnings about the dangerous potential of its own tools are seen by some as a marketing ploy.
Amazon's new Proteus robot can be directed by workers using plain language thanks to an AI upgrade. Workers just tell it what needs to be done, and it figures out the priority, route, and timing. The robot looks like a heavy-duty Roomba. It can move heavy carts and cover long distances within fulfillment centers. The new system is being piloted in Amazon's labs, with deployment starting in Europe in the first half of 2027.
A robot doing a dance move may seem cool, but it doesn't really say anything about how useful that robot is. One of the biggest challenges in robotics is developing robots that can generalize their skills across many different conditions and environments. Robotics demonstrations are typically in controlled environments, making it hard to tell whether capabilities can be replicated elsewhere. A real assessment of robotic capabilities requires conducting quantitative, large-scale evaluations in the real world.
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The model is rarely the problem. It's usually the context layer: agents that can't find the right record, act on stale data, or break when they need live enterprise state at runtime.
Open Code Review is an AI-powered code review CLI tool that reads git gives, sends challenged files to a configurable LLM via an agent with tool-use capabilities, and generates structured review comments with line-level precision. It can read full file contents, search code bases, inspect other files for context, and produce deep reviews. Open Code Review's core philosophy is to combine deterministic engineering with an agent, letting each handle what it does best.
Producing code is now much cheaper and easier. Engineers need to switch from building and focus more on sculpting the output of LLM-generated code. Instead of priding themselves on the code they create, they should instead pride themselves on the code they remove or prevent from entering systems.
Hardware is the real means of production in the AI race. Machine labor is far more scalable and cost-effective than human labor. The demand for machine labor will likely be truly infinite. The limiting factor will be the hardware to support it. This post discusses the few dozen companies that have a monopoly on the future of semiconductor manufacturing.
Microsoft CEO Satya Nadella was the sole presenter outside of product demos at the company's Build annual developer conference keynote, showing how he has shifted into a much more hands-on role at the company over the last year. This article features an interview with Nadella conducted shortly after the conclusion of the keynote where he discusses the company's competitive position, MAI models, OpenAI and capex, the software business, GitHub Copilot, and more.
TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [17].
S&P Dow Jones Indices will not shorten its 12-month seasoning period for newly public companies or waive profitability and public-flowed requirements based on a company's size.
AI agents performing tasks on behalf of humans are shifting the balance between bot vs human traffic.
Enterprises looking to replicate Anthropic's 80% milestone need to shift from a 'developer assistant' mindset to an 'automated factory' architecture.
There's no evidence that Meta is secretly identifying people users are looking at, but the apparatus for doing exactly that is present, assembled, and functional on the device.
All team members of VoidZero, the company behind Vite, Vitest, Rolldown, Oxc, and Vite+, are joining Cloudflare.
Google has transformed from a search engine that sends traffic to websites into an answer engine that removes the reason to visit one.
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QA Wolf's [5] AI agent maps and tests your app's most complex user flows. It turns your prompts into real Playwright and Appium code that runs 12x faster and more reliably than other computer-use agents.
SpaceX has set a price of $135 for its initial public offering, putting the company's value at $1.77 trillion. The company aims to raise $74.4 billion from the offering, which is set to be the largest IPO ever. Its stock is likely to begin trading on the NASDAQ next week under the ticker symbol SPCX. SpaceX plans to use the money it raises to fund various moonshots, including putting AI data centers into orbit, building a lunar factory, and sending humans to Mars.
Meta has launched an AI agent for businesses on WhatsApp, Instagram, and Messenger. The agent can answer customer questions, book appointments, close sales, and perform other functions. Meta plans to expand its capabilities so that it can eventually help run whole businesses. The agent is free to use for now, but Meta will eventually shift it to being a paid subscription service with different tiers.
Blue Origin claims that it will be able to resume New Glenn rocket launches by the end of the year. The company says that the damage from the explosion last week was not as severe as initially feared. There is still no word on what might have caused the explosion. The company's plans to resume flights by the end of the year imply that the root cause of the explosion was not a major design flaw, as that would take months to correct and then test.
China's low labor costs, government support, and public enthusiasm for robotics development are helping the industry mobilize large populations to work in robotics data collection. Robotics developers globally have ramped up data collection in real households since the beginning of the year. US companies face high labor costs and are outsourcing their data collection to workers in developing countries. Chinese companies are able to collect massive data sets locally, helping them build robots better adapted to domestic environments.
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Datadog doesn't just let you control prod changes and monitor agentic systems. It also helps you ship faster. Download this guide [11] for detailed LLM and agent monitoring guidelines, product briefs on CI Pipeline Visibility and Test Optimization, and an on-demand webinar on
coreutils for Windows brings Unix-style command-line utilities to Windows. It provides developers with the everyday tools they already use on other platforms to script, automate, and process text. There are some differences from other versions of the library, such as the use of Windows path separators. Several commands that aren't useful on Windows are excluded. The binary can be installed through WinGet.
sandboxed is an open source engine for AI app-builder products. It creates sandboxes, runs AI coding agents inside them, then provides a URL to access the dev server running inside the sandbox. sandboxed provides the infrastructure for AI app-builders, agent platforms, coding playgrounds, and product previews. It is best used for running many sandboxes for multiple people.
Apple doubled its target for MacBook Neo shipments from 5 million units to 10 million units due to customer response. Demand for the device helped drive a record number of first-time Mac buyers last quarter. A second-generation MacBook Neo is expected to be released next year. It will feature an A19 Pro chip and 12GB of RAM.
Google's new Gemma 4 12B model can run on many consumer laptops without sacrificing quality. Google claims the model is almost as capable as Gemma 4 26B MoE. The model's efficiency gains are due to a new approach to multimodality. Gemma 4 12B can be downloaded on Kaggle and Hugging Face.
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Microsoft Azure's Copilot Migration Agent turns complex migration data into clear answers. Through natural language prompts you can evaluate readiness, risk, and ROI to make confident decisions. Read the playbook [17].
Apple had seven head-mounted wearables in various stages of development last June, but now it only has two: displayless AI glasses set to ship in 2027, and display-equipped AR/XR smartglasses planned for 2029.
Organizations should explore whether DNS can be avoided within internal infrastructures to increase reliability and robustness.
Websites can now choose whether their sites appear in Google's generative AI Search features.
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Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually
AI models, as amazing as they seem, are just layers of floating-point numbers getting multiplied together.
AI tools have made it easier to build apps on Apple's platforms, but the developer tools are still a formidable barrier.
An explainer for the new features in Python 3.15.
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As simple text generation gives way to interactive 3D worlds, how should your technical roadmap shift?
Microsoft's Scout is an always-active executive assistant designed to handle a wide range of tasks autonomously. It integrates with Microsoft's products to complete tasks like autonomously asking meeting organizers to reschedule if there's a timing conflict. Pricing for Scout has yet to be disclosed, but customers will likely be charged based on how much they use the software rather than a flat subscription fee. Access will initially require a subscription to GitHub Copilot.
Project Solara is a platform for devices that run AI agents instead of apps. Its aim is to open up entirely new scenarios for computing. The current concept involves a desktop hub that sits beside a PC that responds to voice commands and a wearable badge with a fingerprint button that wakes an agent with one press. Microsoft envisions a future where hardware makers and other industry partners turn these reference designs into implementations of their own.
China tested its Long March 12B again on Monday. While the launch did not include any attempt to land the first stage booster, the rocket carried grid fins and landing legs, important elements for future recovery experiments. The China Aerospace Science and Technology Corporation declared the flight a complete success. First-stage recovery tests are scheduled to be carried out at a later, opportune time.
Microsoft is betting that it can set up a commercially viable quantum machine by 2029. Its new Majorana 2 chip boasts 12 qubits that last longer than 20 seconds. The company's previous model had 8 qubits that blinked out of existence in less than 12 milliseconds. Microsoft is continuing to work with the Pentagon's Defense Advanced Research Projects Agency (DARPA) to evaluate its progress.
Posthog pointed an AI agent at its query agent, fed it slow queries from production, and let it run overnight. The next morning, the team discovered that for almost three years, every query with a timestamp filter had not been using ClickHouse's primary key correctly. Fixing the issue cut the number of granules ClickHouse had to scan by 62% on the benchmark query and made the query itself meaningfully faster. This post discusses the team's setup, the bug itself, and PostHog's plans to automate this type of analysis.
You need to learn what it is you are building before you start building it. Building software is learning, and you want to learn as much as possible. This involves asking more questions, building prototypes, iteration, figuring out what to cut out, and trying to explain the idea. There are many ways to learn - focus on what gives you the best and fastest feedback.
Box, a company that makes software for storing and managing data, has started selling AI products aimed at automating tasks like reviewing and approving contracts. The company's switch to focusing on AI has resulted in the need for new positions to be filled. It recently hired a senior director of AI, an AI architect, an AI solutions manager, and an AI platform leader. Box expects to add more than 100 new employees by early next year. It is unclear whether the growth of such roles will make up for AI-related job cuts.
The iPhone took roughly a decade to shift from rupture to infrastructure. AI is moving much faster. The infrastructure framing is already present in enterprise software, developer tools, and hardware roadmaps. The edge will be the applications that make their underlying capabilities feel indispensable and invisible at the same time.
In a world where compute is constrained, the company that wins will be the one with the most cash capacity.
A subset of employees will also be able to request to opt out of the program altogether.
President Donald Trump has signed an executive order that reduces the voluntary review period for powerful models to 30 days, down from 90 days.