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Meta's internal 'Claudeonomics' leaderboard exposes flaws in AI usage metrics

Meta reportedly built an internal leaderboard called Claudeonomics that ranked employees by AI token consumption, awarding titles like 'Token Legend' to top users who burned through over 60 trillion tokens in a month. Similar tracking has surfaced at Disney, JPMorgan, KPMG, Amazon, and Accenture, with some firms incorporating AI usage into performance reviews.

IEEE CS and ACM Name Three Recipients of 2026 George Michael HPC Fellowship

IEEE Computer Society and ACM have selected Jie Ren of King Abdullah University of Science and Technology, Amit Samanta of University of Utah, and Xuan Wu of Oregon State University as the 2026 George Michael Memorial HPC Fellowship recipients. The fellowship recognizes outstanding doctoral students working in high-performance computing.

Correspondence questions feasibility of Ming Li's plan to reform Chinese research metrics

Responding to Ming Li's proposal to separate academic 'titles' from resource allocation in Chinese universities, a Nature correspondence argues the reform is unlikely to succeed. The author agrees that suppressed performance indicators tend to resurface under different labels, but contends university administrators benefit from the current metric-based system and thus have little incentive to change it.

Research links deliberate rest to sustained high performance at work

Emerging thinking on productivity challenges the old model of high performers sacrificing sleep, family, and hobbies to maximize work output. Instead, the ability to rest deliberately is being framed as equally important as the ability to focus, forming a key part of sustained achievement.

Google launches Stephen Curry special edition Pixel Watch 5 at $579.99

Google has begun selling the Stephen Curry edition of its Pixel Watch 5, weeks after the standard models debuted on August 20. The bundle pairs a 45mm Satin Pyrite case with an exclusive Rye-colored Performance Loop band that has a water-repellent coating and Curry/#LockIn branding, priced at $579.99 on the Google Store and Amazon.

Apple's M6 chip brings dual Neural Engines and three-tier CPU cores to base MacBook Pro

Apple has officially unveiled the M6 chip ahead of a new 14-inch MacBook Pro expected this fall, keeping the same industrial design as current models. The chip adds a dual 16-core Neural Engine for faster on-device AI, a 12-core CPU with super, performance and efficiency cores alongside a 12-core GPU, and is built on a new 2nm manufacturing process for greater power efficiency.

Study points to feedback avoidance as a common leadership failure

Research on leadership psychology finds that many leaders struggle to deliver constructive criticism, even though guiding people toward better performance often requires telling them things they don't want to hear. The pattern shows up across organizations, where leaders prioritize comfort and likability over honest, corrective feedback.

Deep dive explains why browser main-thread contention causes UI jank in data-heavy apps

A new technical explainer breaks down why the browser's main thread—not slow code or large bundles—is usually the real cause of stuttering scrolling, delayed button clicks, and laggy typing in highly interactive web apps. It notes that JavaScript execution, rendering, event handling, and network callbacks all compete for the same single thread, so once an app becomes interaction-heavy, main-thread contention becomes the dominant performance bottleneck.

John Deere rolls out AI chatbot backed by farmer data privacy pledges

John Deere has introduced an AI-powered chatbot for farmers, alongside a restated set of data principles governing how the company handles farm information. The company reiterated that farmers retain control over their data, that it won't be sold, and that it is not used for commodity trading or speculation.

UGA Study Finds Blue Light Reduces Eye's Ability to Resolve Fine Detail

A University of Georgia study tested 60 young adults on their ability to distinguish two close points of light under different colors, finding that blue light caused the greatest scattering and optical aberration in the eye, requiring points to be farther apart to be seen as separate. Green, yellow, red, and broadband light produced comparatively less scatter. The researchers also found iris pigmentation affected results, with lighter-colored eyes showing different sensitivity.

Study finds most managers falter at employee coaching, offers four fixes

New workplace research indicates that many managers approach coaching as a rigid, scheduled event rather than an ongoing practice, often limiting it to annual reviews or occasional check-ins. This narrow view leads managers to either jump in and solve problems directly or treat coaching as an awkward, infrequent obligation. The findings point to four practical adjustments managers can make to turn coaching into a more natural, continuous part of daily work.

Report explains why deleting app and browser caches often backfires

The report clarifies that caches are temporary storage used by browsers and apps to avoid re-downloading or recreating data like images, playlists and thumbnails. It notes there is no single universal cache on a device, since browsers, individual apps and the system each maintain separate caches for different purposes.