GoKawiil
Tech News
A former controls designer who built a fully automated U.S. nuclear plant system recalls deliberately preserving manual steps so operators wouldn't lose hands-on competence. He now applies that lesson to AI's spread through engineering, citing Harvard and Stanford research showing junior-level employment shrinking in AI-adopting firms while senior roles keep growing.
At IFA 2026 in Berlin, Govee showed off a dome-shaped ceiling light that uses AI to generate color schemes based on a user's described mood, alongside a mode that mimics natural blue sky light. SwitchBot introduced the MindClip, a wearable AI device that clips to clothing and listens to conversations around the wearer to provide assistance.
Caterpillar CIO Jamie Engstrom, who leads a global IT team of over 2,200 employees across 28 countries, is expanding the company's three-decade use of AI into advanced analytics, automation, and supply chain optimization. Engstrom frames the effort around 'the art of the possible,' emphasizing that AI should augment employees' capabilities rather than replace their jobs.
ButterflyMX founder argues that as AI automates routine execution, companies should prioritize hiring people who can design and improve workflows rather than just perform tasks. He says traditional hiring focused on whether someone could do a job, but AI's ability to scale execution now makes builders who can refine processes and teach AI quality standards more valuable.
Economists behind a paper titled 'The AI Layoff Trap' argue that when firms automate to cut costs, each captures the savings but only bears part of the resulting drop in consumer demand caused by worker displacement, with the rest hitting competitors. This creates a competitive dynamic where rational firms keep automating even though the aggregate result is worse for both workers and firm owners than if they held back.
Caterpillar is extending the autonomous systems expertise it built in mining—covering haul trucks, drilling and remote operations—into construction sites, quarries and internal tools. CTO Jaime Mineart said the company's Cat AI Assistant now lets field technicians use voice commands to retrieve repair procedures and identify parts, drawing on data from roughly 1.6 million connected machines and over 16 petabytes of structured data.
A new analysis pushes back on fears of AI-driven obsolescence, arguing that structural bottlenecks will keep humans central to research and development. It frames AI primarily as an augmentation tool rather than a replacement, predicting that human effort will move away from routine technical execution toward tasks that resist easy verification.
Businesses are increasingly asking to automate workflows or build apps and agents using no-code tools, driven by how easy it now is to spin up software. Yet many teams jump into building without first mapping requirements, ownership or long-term maintenance needs.
A developer released fDeploy, a self-hosted automation tool for deploying software to Windows servers running IIS. It ships in Community, Professional and Academic tiers, all offering unlimited projects, deployment targets and users, with licensing based on server instances rather than usage limits. Community is free for organizations under $1M/€900k in annual revenue, while larger companies pay for Professional under annual or perpetual licensing.
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.