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Apple's new Mac mini starts at $899, up $300 from previous model

Apple has refreshed the Mac mini for the first time in nearly two years, keeping its compact design but adding an M6 chip and notable performance gains. The base price has jumped from $599 to $899, a hike attributed largely to rising component costs driven by AI-related demand.

ScrollEd converts textbooks into TikTok-style swipeable video feeds

Palo Alto startup ScrollEd, presenting at TechCrunch Disrupt's Startup Battlefield 200, has built an app that transforms text files like PDFs and textbooks into short-form vertical feeds resembling Instagram Reels or TikTok. Users scroll through AI-generated video, audio, text, and quizzes, swiping up for new topics and sideways to dig deeper into a subject. Co-founders Utsav Gupta and Rebecca Neff, both current students, bootstrapped the company after growing frustrated with unproductive doomscrolling.

Amazon Prime Video adds short-form news clips to compete with TikTok

Amazon announced it is expanding Prime Video's news section with on-demand short-form clips covering local and national stories, initially available on TVs and living room devices before expanding to web and mobile apps. The clips will appear in Trending Topics and Local News carousels within the app's News destination, supplementing existing news partnerships available to all U.S. users regardless of Prime membership.

Software engineer describes personal 'de-brainrotting' effort during vacations

A software engineer reflects on how years of routine coding work and constant smartphone distractions have dulled their thinking and reading habits compared to their more intellectually demanding early career and university years. They describe attempting to counter this decline by deliberately unplugging and cutting back on short-form content, games, and other low-effort entertainment during a recent vacation.

Developer survey finds most readers abandon articles they suspect were written by AI

An essay argues that readers are growing frustrated with writers who publish AI-generated text without disclosure, noting that the stylistic patterns of large language models are easy to spot. It cites a survey by Cynthia Dunlop of 668 developers, where 78% said they stop reading immediately upon detecting AI-written content, and 71% said they avoid that author's future work.

Study details form factors shaping baryon semileptonic decay measurements

Researchers outline how six transition form factors govern the semileptonic weak decay of hyperons, focusing on the Lambda baryon's decay into a proton, electron and antineutrino. They show that because scalar and pseudoscalar form factors are suppressed by lepton-to-hyperon mass ratios, the electron-antineutrino channel effectively depends on just four form factors and the CKM parameter Vus, allowing a simplified branching ratio formula.

Samsung's Galaxy Z TriFold gains traction ahead of Apple's foldable debut

Samsung's latest folding phone experiment appears to be resonating with buyers, continuing the company's pattern of testing unconventional smartphone form factors in public before they go mainstream. The device's reception is drawing attention as Apple prepares its own entry into the foldable phone category.

Speedo enters smart swim tech with SpeedoIQ tracking module

Speedo has introduced SpeedoIQ, a removable sensor module that fits into its Vanquisher swim goggles to track pace, distance, breathing, head position and turns. Unlike rival Form's in-goggle display, SpeedoIQ stores data for review after a swim via a companion app, and World Aquatics has cleared it for competitive use. Speedo says it works across all stroke types without requiring a subscription, though pricing and release timing remain unannounced.

Analysis pinpoints why LLM tools fail: models draft forms, humans just rubber-stamp them

A technical breakdown argues that failures in LLM-powered tools trace back to three root causes tied to how forms and prompts are filled: missing values, incorrect conditions, and misread intent. It explains that as language models increasingly draft the contents of forms themselves, human oversight has quietly shifted from checking correctness to simply approving whatever is presented, since a fabricated value looks identical to a verified one.