New York City's Metropolitan Transportation Authority and Google have successfully tested technology that uses smartphone sensors to detect subway track defects, the MTA said Thursday. The four-month experiment, dubbed TrackInspect, mounted six Google Pixel phones on four A train subway cars traversing Manhattan and Queens. The phones' accelerometers, magnetometers, gyroscopes and external microphones collected 335 million sensor readings and 1,200 hours of audio data, which were processed through 200 prediction models.

The system identified 92% of defects later confirmed by human inspectors, including broken rails and loose bolts. "The goal with this [project] is to find issues before they become a major issue in terms of service," said Demetrius Crichlow, the agencyâ(TM)s president. Following the successful trial, the MTA plans to expand to a full pilot where Google will build a production version for track inspectors.

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When developers boast "I could write that in a weekend," they're missing the painful reality that haunts software maintainers for years. In a candid blog post, Construct developer Ashley explains why maintaining large software projects is a burden most programmers fail to appreciate. "Writing the initial code for a feature is only a fraction of the work," Ashley explains, estimating it represents just "25% of the total work" in Construct's 750,000-line codebase. The rest? A grinding cycle of "testing, diagnosing and fixing bugs, optimizing performance, upgrading it to work with other changes, refactoring, customer support, writing documentation and similarly revising the documentation over time."

Ashley describes how accepting code contributions feels like someone offering to build you a free extension -- initially attractive until the roof starts leaking years later and the original builder is nowhere to be found. Meanwhile, your tenants (users) are furious, and you're stuck with "no good options." The post recounts Construct's own bruises: a community-contributed storage plugin still causing compatibility headaches a decade later, and third-party libraries that became maintenance nightmares after their creators vanished.

These experiences explain why seasoned maintainers eye large code contributions with deep suspicion rather than gratitude. "If you suggest some software project uses some code -- even a small amount -- will you be there in literally 10 year's time sorting out all the issues that arise from it?" Ashley asks. "Usually the answer is no."

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The boss of The Pokemon Company believes the series can last for at least another 50 years if it continues to innovate. From a report: First launched on Nintendo's Game Boy in 1996, the video game has expanded into films, TV and toys to become one of the world's highest-grossing media franchise. Most recently, the trading card game based on the cute creatures at the centre of its universe has seen a surge in popularity -- but it has also brought scalpers and frauds to the hobby.

[...] Pokemon has continued to bring new fans to the franchise by expanding into anime, card games, movies and toys alongside its video game titles. CEO Tsunekazu Ishihara says fans now "span several generations" and believes "the biggest reason behind their success is the fact that Pokemon became a tool of communication." Last weekend, about 13,000 Pokemon fans headed to the European leg of the International Championships at London's Excel Centre. It demonstrates Mr Ishihara's point that people have found their way into the series through various means.

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Derek Harris, born the same year as the iconic K6 red phone box he's fighting to save, has launched what he calls a "David and Goliath" campaign against BT in the Norfolk village of Sharrington. The phone box is among 10 in North Norfolk marked for removal, having logged fewer than 10 calls last year. Harris argues the box remains vital in an area with poor mobile coverage, high elderly population, and proximity to an accident-prone stretch of the A148.

He recounts how it once saved a driver trapped in a snowstorm when mobile networks failed. BT's regulator, Ofcom, protects phone boxes that meet specific criteria, including emergency usage and location in signal-poor areas. Of the UK's original 100,000 phone boxes, only 14,000 remain functional, with 3,000 being the classic red design. For Harris, the fight transcends practicality. "It would be alive, wouldn't it? I feel an empathy for a living thing," he told The Guardian. "The nearer you get to the end, the more you want to see things live."

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An anonymous reader shares a report: The company behind WordPress, Automattic Inc., and its founder, Matt Mullenweg, continue to face backlash over a "nuclear war" started with WP Engine (WPE) that allegedly messed with maintenance and security of hundreds of thousands of websites.

In a proposed class action lawsuit filed this weekend, a WPE customer, Ryan Keller, accused Automattic and Mullenweg of "deliberately abusing their power and control over the WordPress ecosystem to purposefully, deliberately, and repeatedly disrupt contracts" -- all due to a supposed trademark infringement claim. If granted, the class would include "all persons in the United States who had ongoing active WPE WordPress Web Hosting Plans on or before September 24, 2024 through December 10, 2024."

WPE had previously sued Automattic and Mullenweg, alleging that the attack on WPE was actually an attempt to extort what Keller alleged was "tens of millions of dollars" in payments from WPE for using the WordPress trademark. Mullenweg made it clear that the value of the payments was "based on what he thought WPE could afford, rather than what the value of the trademark actually was," Keller's complaint alleged. Automattic's "poorly disguised attempt to extort WPE," Keller alleged, was lobbed "against the threat of making it virtually impossible for WPE (and its customers) to conduct its ordinary business."

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OpenAI released an early version of its new AI model GPT-4.5 to select users on Thursday, following development challenges that delayed the project last year. The Microsoft-backed startup said the new model responds better to subtle cues in written prompts and excels at chatting, writing and coding. OpenAI expects it will produce fewer fabricated responses than previous versions.

Initially available as a "research preview," access is limited to software developers and users who pay $200 monthly for ChatGPT Pro subscriptions. The company plans to gather feedback before wider distribution. According to OpenAI's blog post, GPT-4.5 will be the company's last model that doesn't use additional computing power to analyze queries before responding. Future releases will incorporate the reasoning approach already used in its newer models like o1 and o3.

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