The statistical paradox that shows how combining data can reverse the story.

The post Both Charts Are Right. So Why Do They Disagree? appeared first on Towards Data Science.

The tool found the right passage but missed the mismatch, and the audit shows where rule-based checks break down.

The post I Built a Claim-Checker for Writing With Codex. It Passed a Wrong Claim. appeared first on Towards Data Science.

Most people still think Elon Musk’s biggest projects are rockets and robots. According to long-time technology analyst Josh Baylin, they may be looking in the wrong place. Baylin, the same researcher who briefed Congress in 2004 about the coming smartphone revolution (three years before the iPhone), now argues that Musk is quietly assembling the pieces […]

NVIDIA is making the full NVIDIA Run:ai platform available as open source software, giving customers, developers, and ecosystem partners access to...

NVIDIA is making the full NVIDIA Run:ai platform available as open source software, giving customers, developers, and ecosystem partners access to production-grade AI workload and GPU orchestration capabilities. This release expands the NVIDIA DSX AI Factory Platform by establishing NVIDIA Run:ai as an open foundation that enables the broader ecosystem to bring differentiated solutions to market…

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The new X Subscription combines X's paid features with AI tools like Grok and Cursor, offering plans ranging from $8 to $200 per month.

American Express is introducing a new framework designed to ensure AI agents only make purchases their users have authorized, potentially preventing costly mistakes and disputes as AI-powered shopping grows.

At the Agrophoenix fruit processing plant in Greece, eight Stäubli SCARA robots do the opposite of cherry-picking: They pick peaches and select not the good ones, but the bad ones. The robots are part of the AI- and vision-based STAQ inspection system developed by Dutch startup QING. Eight parallel STAQ cells perform fruit grading at […]

TrinaTracker, a global provider of smart tracking systems and a wholly owned subsidiary of Trinasolar, has launched two self-developed robotic products: Buildex PV Module Installation Robot and Aurora PV Cleaning Robot, to expand its Smart PV Ecosystem. TrinaTracker is evolving from a tracking system equipment supplier into a smart PV and robotics solution provider. By […]

Convergix Automation Solutions is pleased to announce the expansion of its Michigan footprint with a new 60,000-square-foot facility in Holland, Michigan. The investment reflects the company’s continued growth and commitment to increasing capacity, enhancing customer support, and attracting top talent across the region. Located at 1362 Lincoln Avenue, the Holland facility becomes Convergix’s fourth Michigan […]

Physical AI company Sereact, online retailer Zalando and CEVA Logistics have announced the launch of AI-powered automated returns processing across key fulfillment facilities in Germany (Greven) and Poland (Świebodzin). Powered by Cortex, Sereact’s physical AI platform, the dual-arm robotic systems have entered live operations to autonomously process returned fashion items, marking the initial phase of […]

AI factories are some of the most complex operations in the world, combining GPUs, CPUs, switches, DPUs, and SuperNICs alongside schedulers, orchestration...

AI factories are some of the most complex operations in the world, combining GPUs, CPUs, switches, DPUs, and SuperNICs alongside schedulers, orchestration services, security controls, and a rapidly changing software stack. Deploying this infrastructure effectively is a challenge. But so is being able to validate that the infrastructure, software, and policies work together for the workloads the…

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Observatories and telescopes, lasers and X-ray light sources, and other high-throughput instruments generate image data faster than CPU-bound pipelines can...

Observatories and telescopes, lasers and X-ray light sources, and other high-throughput instruments generate image data faster than CPU-bound pipelines can process it to support timely decisions. The computational bottleneck is rarely one slow kernel. It’s the whole path from data in the sensor to a decision: read the raw data, match point-spread functions or detector responses, subtract or reduce…

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Google launched its first advanced chip into orbit to pave the way for space data centers.

Flytrex, an autonomous drone food delivery company, has announced new physical and AI infrastructure that cuts its cost per delivery by 60 percent and reduces delivery times to customers by half. Using predictive AI modeling, Flytrex will be the first drone delivery company to preposition drones at restaurants most likely to receive orders at a […]

Pony AI, a developer of large-scale commercialization of autonomous driving technology, has partnered with Verne to offer fully driverless Robotaxi test rides with passengers on public roads in Zagreb, marking a European first. The milestone represents a significant step toward fully driverless commercial operations. The test rides take place along a 22-kilometer route linking Verne’s […]

In DAX, we reuse existing measures all the time when writing new measures. What happens when we write a measure based on another measure and try to change a filter already set in the nested measure?

The post How to Solve Issues When You Nest Measures While Overwriting the Same Filter appeared first on Towards Data Science.

At DevDay 2026, OpenAI gave Codex reusable cloud environments, automatic security scans for GitHub repositories, and a code review view in the desktop app. The Agents API now supports Computer Use, and a new Decisions API handles fast, single decisions. The Ultrafast premium tier promises up to eight times the speed at six times the price.

The article OpenAI expands Codex and its API at DevDay with security scans, a Decisions API, and Ultrafast appeared first on The Decoder.

Get more out of your coding agent subscriptions

The post How to Maximize Your Coding Agent Subscriptions appeared first on Towards Data Science.

A GPU cluster can pass every health check and still fail to run an AI workload. Even when every GPU, network link, and pod reports healthy, a 512-GPU training...

A GPU cluster can pass every health check and still fail to run an AI workload. Even when every GPU, network link, and pod reports healthy, a 512-GPU training job can underperform or fail. The cause may be one slow GPU, a link that degrades under load, or a configuration that quietly routes traffic over a slower path. Operators may not discover the problem until hours into the run or until a…

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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 only what we’ve caught so far. 

Freaking out? You’re not alone. AI lab researchers are quitting their jobs and issuing dire warnings that if we keep going this way, AI might eventually kill us all. Bill Gates is sounding the alarm. Bernie Sanders has teamed up with Steve Bannon, of all people, to call for curbs on AI. Anthropic CEO Dario Amodei is urging a slowdown, and other top US AI executives agree. But fear not: President Trump has a plan. He says the only guardrail AI needs is “a STRONG AND SMART (High IQ!) PRESIDENT.”