Dream is grounded in real physics and construction standards. Just as LLMs learn from text, Dream's world model is trained on more than 100 million square feet of building data gathered from permit archives across the United States.

The PHP security incident is now (almost) old news. The timeline looks something like this: In late August, Wiz Research discovered two serious remote code execution vulnerabilities in PHP called PHP2Shell. They reported the vulnerabilities to the PHP team on August 24, which started working on fixes on September 21. Amazon apparently detected PHP2Shell in […]

It’s easy to criticize US automakers and their tepid approach to electric vehicles under the current administration and the expiration of the EV tax credit. It’s also easy to look at the rest of the world's embrace of EVs and wonder if the US is entering a “Malaise 2.0” era. Which is why GM wants the world to know that it is still focused on its end goals of electrification, autonomy, and improving vehicle quality while reducing development time.

At this year’s GM Forward event, company executives announced that its hands-off, eyes-off Super Cruise technology will expand across the lineup and be available on nearly every vehicle. This will include the pickup trucks and the crossovers, and not just the Escalade IQ that it was announced for last year.

Sterling Anderson, GM’s head of product, said the company is testing this technology to the tune of 1 million miles (1.6 million km) a month in both the virtual and real world. The goal is that not only would the vehicle be able to take you places, but it could go and do things for you.

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The U.S. Air Force has awarded a $332.8 million contract to help its cyber defenders collect, store and analyze network data where it is gathered, so the information can be shared across the military’s common cyber warfare system instead of sitting in separate tools. Enlighten IT Consulting, a Columbia, Maryland-based subsidiary of shipbuilder and defense […]

Capt. Patrick Thompson, the technical director of infrastructure at the Coast Guard, said it’s creating a more holistic strategy to meet the 2027 deadline.

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In my previous Radar article, “Architectural Guardrails for AI-Generated Code,” I argued that AI coding agents need a layer that can hold architectural decisions in a structured corpus, retrieve the relevant ones, put them into the agent’s context before it writes code, and enforce explicit constraints with reproducible checks. Testing that model exposed two distinctions […]

Fifteen years after coining the framework, John Kindervag insists zero trust still works in the AI era—if you get the implementation right.

The post Zero Trust Creator Says Model Holds Firm Against AI-Assisted Attacks appeared first on SecurityWeek.

As AI accelerates vulnerability discovery and exploitation, so-called virtual patching still comes down to defense-in-depth and strong application security fundamentals.

The post AI Has Changed Attack Speed, Not Security Fundamentals appeared first on SecurityWeek.

The following article originally appeared on Vanishing Gradients and is being republished here with the authors’ permission When an AI agent can explore a dataset, choose a modeling approach, run the analysis, and explain its findings, what should the data scientist do? Traditionally, data scientists chose each step and implemented much of the analysis themselves. […]

The following article originally appeared on Elevate and is being reposted here with the author’s permission. A software factory is a repeatable loop around software work. If you’re building a software factory, code good enough to ship still needs human taste and ownership. We’ll discuss this including whether you need a factory just yet. If […]

Every knowledge program seems to begin with the same request. A senior engineer is leaving in six weeks, and someone asks her to document the process she’s carried for years. She returns a clean flowchart of the happy path. The drawing is accurate and may even be elegant. It leaves out the thresholds she watches, […]

In January, the Cloud Security Alliance asked security professionals how they handle the identities on which their AI systems run. Fewer than a quarter of organizations had a documented, formally adopted policy for creating or removing one. More than 16% do not track when a new identity is created at all. Those identities hold tokens [...]

Ask an architect almost any question and you’ll get the same answer: It depends. For years this answer has been the punchline of jokes about architects, but in an era when AI can generate a working service faster than you can describe it, “it depends” is one of the most important phrases in software. It […]

Who Is Affected and Next Steps The Russian Federal Security Service (FSB)-affiliated cyber outfit Center 16 is actively scanning the internet for vulnerable and poorly configured networking devices, particularly routers...

The post CISA Warns Russian FSB Hackers Are Targeting Critical Infrastructure Routers appeared first on Cyber Defense Magazine.