Duke University reveals a startling twist: AI tools like ChatGPT don't just supercharge work; they also slap users with unfair labels.Lazy. Replaceable. These biases stick to everyone, demographics be damned. Even when productivity soars, fellow workers and bosses often question AI users' competence.. read more  

Google now churns out more than 55% of its code with AI, a big leap from last year's 25%.Meanwhile, CEO Sundar Pichai plays it cool, warning we're still in the AI toddler phase. But they're not just tinkering. Google's diving headfirst into AI Modes with Search, aiming to flip the script for a billi.. read more  

Netflixhas given its recommender system a makeover with a foundation model similar toLLMs. The goal? Turbocharge efficiency and scalability by making member preferences the star of the show. They turned user interactions into tokens, kind of like BPE in NLP, and employedsparse attentionto zero in on.. read more  

Qwen3sets itself apart with its dazzlingHybrid modes. Flip between deep thought and rapid-fire replies. A magician capable of juggling complexity and speed. Themassive 235B modelthrows elbows with the high rollers in AI town. Meanwhile, the nimble30B MoE variantdazzles with its frugality, flexing st.. read more  

Kubernetes drops ephemeral KSA tokens into the mix for image pulls, putting long-lived credentials in the rearview mirror. Granular access? Absolutely rocks. Compliance? Consider it handled... read more  

K3s reconciler threw a fit. A botched YAML reformat doubled up resources and obliterated the author’s cluster, courtesy of the clumsy hands of language models. It’s a vivid postcard from the island of LLM limitations. Luckily, Hetzner’s system rebuild stepped in to save the day. But it wasn’t painle.. read more  

North American Kubernetes salariestook a 6% nosedive, settling at an average$165,288. Meanwhile, Europe enjoyed a tidy 4% uptick. Remote work? Holding steady at68%. No surprise—Pythonremained the darling of coding languages, getting a nod in62%of job posts, whileDockerwasn't far behind, gracing57%of.. read more  

Kubernetes v1.33unleashesvolume populatorsfor all to enjoy. Custom resources now power data sources. Say goodbye to pesky resource leaks, mishmash configurations, and sleepy metrics. Prepare for a wild ride of flexibility... read more  

CKANfaced a barrage: 60 requests per second, courtesy of some mischief-maker in Brazil. EnterAnubis. With its SHA256 challenge, it cut through the chaos like a hot knife through warm Brazilian pão de queijo. Now, plugging Anubis intocaddy-docker-proxypractically did itself. The proxy auto-configures.. read more