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A Hacker News user posted an 'Ask HN' thread seeking companies where developers still write code manually rather than relying on LLM-based coding agents. The poster, currently between contracts, says they would rather change careers entirely than manage AI agents, and asked the community whether such traditional workplaces still exist.
An essay contrasts two mindsets in security engineering: those who treat security as a personal identity built around cleverness and outsider status, versus those focused on systemic, structural defense work. The piece argues that the hacker ethos of prizing surprising vulnerability discoveries, while culturally dominant and rewarded at conferences and in careers, biases the field toward reactive discovery rather than durable prevention.
Hotel developer Ian McClure has become the first outside operator in more than ten years to sign a fresh development agreement with Planet Fitness, rather than buying into the chain by acquiring an existing franchisee's gyms. McClure's firm, Gulf Coast Hotel Management, which runs extended-stay hotels and Wyndham properties across several states, secured three area deals to open over a dozen locations on Florida's Gulf Coast. Each gym costs between $1.3 million and $5.4 million to launch depending on financing.
Pittsburgh Steelers wide receiver DK Metcalf told The Athletic he's a self-described conspiracy theorist who believes a hidden civilization exists beneath Earth's crust, accessible only through Antarctica. He credited quarterback Aaron Rodgers, a longtime conspiracy proponent, as an inspiration, and questioned why tourists can't freely visit Antarctica or why world leaders supposedly hold secret gatherings there. A University of Florida microbiologist quoted in the piece dismissed the claims, noting Antarctic tourism is common and no such secret leader meetings occur.
Analog Devices has agreed to acquire Alif Semiconductor in an all-cash deal valued at $1.35 billion. The acquisition is aimed at broadening ADI's reach into fast-growing markets, including data-center infrastructure and defense applications.
CISA, the NSA, and the FBI issued a joint advisory naming DeepSeek, Moonshot AI, Alibaba, MiniMax, StepFun, and Z.AI as having harvested billions of tokens from Anthropic, OpenAI, Google, and xAI models since late 2024. The firms allegedly used fraudulent accounts, proxy networks, and automated failover systems to bypass rate limits and extract restricted reasoning data at industrial scale.
A new study finds that the wealthiest tier of billionaires—so-called 'super billionaires'—has seen its portion of global wealth grow roughly fourfold over the past ten years. The report also profiles the typical billionaire as a 71-year-old man whose fortune continues expanding even as overall billionaire numbers rise worldwide.
Tools such as Pangram and Originality.ai are being used to identify AI-generated writing, offering some clarity for educators, publishers and employers trying to spot machine-authored content. However, these detectors remain imperfect, producing errors that limit how much confidence users should place in their results.
Christie's is preparing a selling exhibition in Beverly Hills that will gather 50 unconventional chairs created by designers including Rick Owens, Kelly Wearstler and Playlab. The pieces use materials ranging from antlers and steel to balloons, cardboard and resin, highlighting Los Angeles as a hub for experimental furniture design.
LG issued a statement to Tom's Hardware rejecting claims from a Gamers Nexus investigation that its smart TVs constantly log data and record ambient audio even in standby mode. LG confirmed its TVs scan local networks for other devices, a common smart-TV feature, but insisted voice data is only processed when a remote button is pressed or a wake word like 'Hi LG' is detected. The company said no audio is transmitted unless that wake word is recognized, and wake-word detection itself happens on-device rather than being sent to servers.
European startup Desert Ant Labs has released a suite of 18 small specialized machine learning models—12 stable and six in beta—for tasks like transcription, audio cleanup, PII redaction, and language identification, all designed to run locally on devices rather than through cloud APIs. The models are accessible through a single SDK covering Swift, Kotlin, and JavaScript, and are free to use for up to 100,000 monthly active devices.
DeepMind has published the AlphaGenome Atlas, a free online database containing precomputed predictions for every possible single-letter change across the human reference genome—about 9 billion variants. Built on its AlphaGenome model introduced earlier in 2025 and detailed in a January Nature paper, the Atlas lets scientists browse results through a web interface instead of writing code or running the model themselves.