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    AI optimization: How we cut energy costs in social media recommendation systems

    AI optimization: How we cut energy costs in social media recommendation systems

    May 17, 2026  Twila Rosenbaum
    The seamless scrolling of social media feeds hides a massive energy drain. Engineers at major tech companies have developed techniques like lazy logging and feature auditing to cut megawatts of power and millions in costs. This article explains the hidden bottleneck in recommendation systems and the optimization strategies that reduced energy consumption without sacrificing performance.
    How AI is changing open source

    How AI is changing open source

    May 17, 2026  Twila Rosenbaum
    Open source has matured into the critical infrastructure layer for AI. Major companies contribute heavily to projects like Kubernetes, OpenTelemetry, and Cilium to shape standards and gain control. Nvidia's open-source contributions in GPU scheduling highlight the strategic shift. The article explores how open source is becoming the control plane for AI.
    The cure for the AI hype hangover

    The cure for the AI hype hangover

    May 17, 2026  Twila Rosenbaum
    Enterprises are struggling to turn AI promise into reality. Many face an 'AI hype hangover' with costly pilots and unclear ROI. The key lies in focusing on high-value problems, investing in data infrastructure, and implementing strong governance. This article outlines a pragmatic path forward for enterprise AI.
    Is AI killing open source?

    Is AI killing open source?

    May 17, 2026  Twila Rosenbaum
    This article examines how AI agents and large language models are flooding open source projects with low-quality pull requests. It highlights the burnout of maintainers, the decline of small libraries, and the emerging trend toward radical curation. The future of open source may belong to elite, hard-to-contribute projects.
    6 incredibly hyped software trends that failed to deliver

    6 incredibly hyped software trends that failed to deliver

    May 17, 2026  Twila Rosenbaum
    From blockchain to generative AI, many software trends have been overhyped and underdelivered. This article examines six such trends, analyzing why they fell short and what lessons can be drawn. Each trend offered revolutionary promises but often failed to provide real-world value, leaving behind cautionary tales for future technology adoption.
    Infrasound waves stop kitchen fires, but can they replace sprinklers?

    Infrasound waves stop kitchen fires, but can they replace sprinklers?

    May 16, 2026  Twila Rosenbaum
    A new company, Sonic Fire Tech, demonstrates infrasound waves extinguishing a kitchen fire in seconds, claiming it could replace traditional sprinklers. However, fire protection engineers and academics raise concerns about re-ignition, hidden fires, and lack of public testing data. The debate highlights the challenge of introducing novel suppression methods into established safety standards.
    Attempt to repeal Colorado’s right-to-repair law fails

    Attempt to repeal Colorado’s right-to-repair law fails

    May 16, 2026  Twila Rosenbaum
    A Colorado bill that would have weakened the state's right-to-repair law by exempting 'critical infrastructure' was defeated in a House committee. The proposal, backed by Cisco and IBM, had passed the Senate but failed 7-4 after hours of testimony. Repair advocates see this as a key victory against tech industry lobbying.
    Amendment to Conde Nast User Agreement & Privacy Policy

    Amendment to Conde Nast User Agreement & Privacy Policy

    May 16, 2026  Twila Rosenbaum
    Conde Nast has amended its user agreement and privacy policy specifically for ArsTechnica.com. The key change replaces the previous content licensing clause with a new provision that grants Conde Nast a broader, royalty-free license to use, modify, and distribute user-submitted content for purposes related to the service or its promotion. This update clarifies ownership but expands the company's rights to use ideas, suggestions, and other communications without compensation.
    BTS' Jungkook Identified as Victim in $25M International Hacking Case; Chinese Man Extradited for Stealing Assets

    BTS' Jungkook Identified as Victim in $25M International Hacking Case; Chinese Man Extradited for Stealing Assets

    May 16, 2026  Twila Rosenbaum
    BTS member Jungkook has been identified as a victim in a major international hacking and financial theft operation. A 40-year-old Chinese national was extradited from Thailand to South Korea for allegedly stealing over $25 million through hacked accounts. The hackers attempted to steal HYBE shares worth $5.6 million using Jungkook's identity but were thwarted. The case highlights growing cybersecurity threats targeting celebrities in South Korea.
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