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Developer argues AI-written commit messages often fabricate reasoning

A software developer describes shifting from writing detailed, first-person commit descriptions by hand to working in an agentic coding era where AI writes both code and commit messages. They note that when AI agents lack access to the full context behind a change — often scattered across chat tools, project trackers, or offline conversations — the agents invent plausible-sounding but inaccurate explanations for why a change was made.

CNET Survey: Nearly Half of US Shoppers Distrust Holiday Discount Claims

CNET's latest holiday shopping survey found that 43% of US adults are frustrated by fake or misleading discounts, while 35% worry retailers inflate baseline prices before sales. CNET deals editor James Bricknell explained that retailers often inflate a product's listed recommended retail price rather than the sale price itself, making a modest 5-10% discount appear far larger.

Entrepreneur op-ed urges firms to track downtime causes, not just hours lost

An Entrepreneur contributor argues businesses should stop pressuring teams to work faster when downtime accumulates, since rushing raises safety risks and quality problems. Instead, the piece recommends categorizing downtime by cause—equipment failure, scheduling, materials, weather, staffing—and measuring its true cost in labor, rentals, overtime and missed deadlines rather than just counting idle hours.

KytyPS5 emulator renders Marvel's Wolverine gameplay, cinematics on PC

An experimental PlayStation 5 emulator called KytyPS5 has progressed from merely booting Marvel's Wolverine to actually rendering its cinematics and gameplay, according to a social media post cited by VideoCardz. The game still runs at only single-digit frame rates, far from playable performance, and there is no official PC version of the Insomniac Games title.

Trump Administration Launches America.gov AI Portal for Federal Services

The Trump administration unveiled America.gov, a new website intended to let Americans use an AI chatbot to handle tasks such as renewing a passport, enrolling in Medicare or applying for disaster relief through one central portal. The initial version only answers questions, with more advanced functions like step-by-step application processing not expected until 2027, according to officials including National Design Studio lead Joseph Gebbia.

Weave Router 2.0 matches GPT-6 Astra performance at half the cost

Weave OS released Weave Router 2.0, an open-source model router that dynamically switches between LLMs for coding agents like Claude Code or Codex. On Terminal Bench 4.0 and SWE Atlas benchmarks, the router matched GPT-6 Astra's pass rates while running at roughly 52-54% of its cost and 2.2-2.5x faster. The company attributes the gains to a new routing architecture, a larger training dataset, and improved cache-eviction calculations.

Scholarly essay examines parentheses in Philip Sidney's Renaissance prose

A literary analysis explores how Renaissance writers like Philip Sidney used parentheses, tracing early commentary from figures such as Erasmus and headmaster Richard Mulcaster. The piece discusses how parentheses were understood as both visual marks on the page and cues for vocal delivery, with Mulcaster advising a lower, quicker voice for bracketed words.

Roscosmos drops 'Oryol' name as new crew capsule remains in limbo after 20 years

Russia's long-planned successor to the Soyuz spacecraft has cycled through multiple names since talks with the European Space Agency collapsed roughly two decades ago, from PPTS to PTK NP to Federatsiya to Oryol. New Roscosmos chief Dmitry Bakanov appears to have abandoned the 'Oryol' branding favored by his predecessor Dmitry Rogozin, with a recent Interfax report reverting to the older PTK NP designation.

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