标签：#AR

Microsoft has introduced a new AI-driven vulnerability discovery system called MDASH, a multi-model agentic security platform designed to automate large-scale code auditing across Windows and other Microsoft software environments. The system combines more than 100 specialized AI agents that work together to scan, validate, debate, and prove vulnerabilities across complex codebases. By Robert Krzaczyński

🌟 Announcing the 2nd Workshop on Efficient Reasoning (ER) at @colm2026 — Oct 9! 📣 We welcome submissions! Submit your work here: https://openreview.net/group?id=colmweb.org/COLM/2026/Workshop/Efficient_Reasoning 🗓️ Deadline: July 12, 2026 (AoE) 🔗 Website: https://wdlctc.github.io/efficient-reasoning-2026/ 💬 Topics include (but aren't limited to): 🔹 Multimodal, spatial & embodied reasoning under efficiency constraints 🔹 Curating high-quality reasoning datasets under resource constraints 🔹 Algorithmic innovations for efficient training & RL fine-tuning 🔹 Fast inference: pruning, compression, progressive generation, KV-cache tricks 🔹 Benchmarks & theory on time-/space-complexity and faithfulness 🔹 Systems to deploy long-CoT or on-device reasoning in the wild 🔹 Safety & robustness of efficient reasoning pipelines 🔹 Real-time applications in healthcare, robotics, autonomy, and more 🤝 We invite perspectives from ML, systems, natural & social sciences, and industry practitioners to rethink reasoning under tight compute, memory, latency, and cost budgets. Hope to see you there! 🚀 submitted by /u/Mediocre-Ad5059 [link] [留言]

Every view-transition-name on a page must be unique. The problem is that every pseudo-element selector in your CSS targets a specific name, so your animation styles explode into an unmanageable wall of selectors. Cross-Document View Transitions: Scaling Across Hundreds of Elements originally handwritten and published with love on CSS-Tricks . You should really get the newsletter as well.

Authorities in the Netherlands have arrested the co-owners of two related Internet hosting companies for operating IT infrastructure used by Russia to carry out cyberattacks, influence operations and disinformation campaigns inside the European Union. The two men were the focus of a 2025 KrebsOnSecurity story about how their hosting companies had assumed control over the technical infrastructure of Stark Industries Solutions, an Internet service provider sanctioned last year by the EU as a frequent staging ground for cyber mischief from Russia's intelligence agencies.

Hi! I missed securing a main conference ticket for ICML 2026, as my workshop paper got accepted two days ago. Do you believe that it is worth attending just workshops at such A*-tier conferences (with all the overseas travel costs etc.)? I was quite looking forward to attending both, including the talks, poster sessions and company booths. I come from an adjacent field and have therefore had quite a few conference experiences. Any insights into past experience are highly welcome. Thank you! submitted by /u/dreameroutloud [link] [留言]

IAM, DLP, and API gateways are necessary parts of an organization's security stack. None of them...

Over the weekend, I attended an event hosted by Cursor Kenya, bringing together developers, builders,...

Over the past few years, my workflow as an engineer has changed a lot. I went from the occasional...

Your growth targets went up. Your team size didn’t. Maybe it even went down. Meanwhile, the...

Lawmakers in both houses of Congress are demanding answers from the U.S. Cybersecurity & Infrastructure Security Agency (CISA) after KrebsOnSecurity reported this week that a CISA contractor intentionally published AWS GovCloud keys and a vast trove of other agency secrets on a public GitHub account. The inquiry comes as CISA is still struggling to contain the breach and invalidate the leaked credentials.

We are committed to empowering every developer by building an open, secure, and AI-powered platform that defines the future of software development. The post GitHub recognized as a Leader in the Gartner® Magic Quadrant™ for Enterprise AI Coding Agents for the third year in a row appeared first on The GitHub Blog .

Despite the countless number of online resources, it’s easy to get confused when trying to center an element. There are documented solutions, but do you really understand why the code you picked works? Let's look at the current state of centering options today in 2026. The State of CSS Centering in 2026 originally handwritten and published with love on CSS-Tricks . You should really get the newsletter as well.

We put the Oppo Find X9 Ultra up against the Vivo X300 Ultra to see which telephoto smartphone reigns supreme.

During Tuesday’s Google I/O keynote, Demis Hassabis, the CEO of Google DeepMind, proclaimed that we are currently “standing in the foothills of the singularity.” It was a striking statement—the singularity is the theoretical future moment when AI rapidly exceeds human intelligence and dramatically transforms the world. But what struck me as I listened in the…

This Sunday, a group of 42 athletes will gather in Las Vegas to compete in a somewhat unusual sporting competition. Participants in the inaugural Enhanced Games are being encouraged to take performance-enhancing drugs. The goal is to “push the boundaries of human performance.” The games’ organizers have said that competitors will only be taking substances that…

Listen to the session or watch below AI companies want to build systems that understand the external world and overcome the limitations of LLMs. Recent developments have brought world models to the forefront of the AI discussion. Watch a conversation with editor in chief Mat Honan, senior AI editor Will Douglas Heaven, and AI reporter…

Storytelling is core to humanity’s DNA, stemming from our impulse to express ideals, warnings, hopes, and experiences. Technology has always been woven through the medium and the distribution: from early humans’ innovation of natural pigments and charcoals for cave paintings to literal representation by the camera. The landscape of storytelling continues to shift under our…

It still hits like a ton of bricks to see the steep decline in Stack Overflow questions. What does that mean about learning in our industry? Stack Overflow: When We Stop Asking originally handwritten and published with love on CSS-Tricks . You should really get the newsletter as well.

An OpenAI model solved the 80-year-old unit distance problem, disproving a major conjecture in discrete geometry and marking a milestone in AI-driven mathematics.

Until this past weekend, a contractor for the Cybersecurity & Infrastructure Security Agency (CISA) maintained a public GitHub repository that exposed credentials to several highly privileged AWS GovCloud accounts and a large number of internal CISA systems. Security experts said the public archive included files detailing how CISA builds, tests and deploys software internally, and that it represents one of the most egregious government data leaks in recent history.