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Tech News
A software engineering piece describes 'Change Coupling,' a pattern where files that appear unrelated in code still must be edited together, forcing small fixes to ripple across many files. The author distinguishes this from physical, logical and temporal coupling, arguing static analysis alone cannot detect it and developers must build intuition over time working in a codebase.
Logitech CEO Hanneke Faber said the company is actively seeking chip supplies from multiple sources worldwide to cope with shortages driven by AI demand. She described the effort as securing components through extensive outreach across suppliers, drawing on experience from her prior roles at Unilever and Procter & Gamble.
President Trump and AI industry leaders including Meta's Mark Zuckerberg, Nvidia's Jensen Huang and Anthropic's Dario Amodei signed a voluntary 'Joint Commitment on Frontier Responsibilities' pledging safety controls for AI development. A photo of the signed document posted by Trump to Truth Social shows 'United States' spelled as 'Unites States' directly beneath his signature, while other signatories' names and companies are spelled correctly.
A Reddit user named PartiallyFrozen bought a first-generation Amazon Echo Spot for $4 and converted it into a custom dashboard by rooting the device, installing LineageOS, and building an Android-based interface. The AI coding tool Claude Code guided the entire process, and the finished device now displays market data, PC usage stats, speech-to-text output, and task updates by communicating with a small AI agent running on the user's computer.
BMW has begun taking US orders for its redesigned 3 Series, built on the new Neue Klasse platform, which now includes a fully electric i3 alongside two gasoline variants. The launch electric model, the 2027 i3 50 xDrive, is all-wheel drive with 463 hp and an estimated 446-468 miles of range, using a new cylindrical-cell, cell-to-body battery pack. BMW plans to later add an i3 M60 xDrive and its first fully electric M3 with four motors.
Apple is said to be preparing to release its long-rumored smart home hub device around mid-October, alongside a refreshed HomePod Mini. The report suggests both products could debut close together in the same timeframe.
Anthropic published benchmark results claiming Zhipu AI's open-weight GLM-5.3 model can autonomously generate working cyberattack exploits, including chained exploits, with safeguards that can reportedly be bypassed. In its Exploitbench tests, GLM-5.3 produced 50 successful Chrome exploits out of 410 attempts, close to the 56 achieved by Anthropic's own unreleased Claude Mythos model, while rivals Kimi K3 and DeepSeek V4.1 Flash scored 0% on a related control-flow hijack test.
A developer has released Lathoa, a math learning app for children built around AI-generated answers that are intentionally incorrect. Children progress through a ranking system—Rookie, Inspector, Detective, Sherlock—by catching the AI's mistakes rather than by speed or grades, with leaderboards optional rather than default.
Google has launched its screen-less Fitbit Air fitness tracker in India at ₹13,999 (about $146), compared to $99 in the US. The device tracks heart rate, A-fib alerts, blood oxygen, sleep stages and more, and goes on sale October 2 via Google Store, Flipkart, Croma, Reliance Digital and Vijay Sales, bundled with a free three-month Google Health premium membership.
Six Flags Magic Mountain announced it is permanently closing its X2 roller coaster following lawsuits alleging the ride caused serious brain injuries. Park president Brian Oerding said the ride 'consistently passed a multitude of safety tests' but that closing it was 'the right thing to do.' The coaster had been shut since July after two women were hospitalized within a week of riding it, one of whom remains in a vegetative state after emergency brain surgery.
Instagram launched an AI-powered conversational assistant inside its Edits editing app, giving creators personalized feedback based on their account metrics like views, retention, likes and shares. Edits lead Brett Westervelt said the tool analyzes performance patterns and audience trends but leaves creative decisions to the creator. Usage is capped, with higher limits available through a Meta One subscription.
Meta has launched an AI chatbot within its Edits video-editing app that analyzes a creator's own Instagram data—including views, likes, shares and retention—to suggest video ideas, hooks, captions and audio choices. The assistant, already tested by select creators, is free up to an undisclosed daily prompt limit.