AI risks students developing ‘illusions of knowledge’ — “We need to think about how do we preserve the core intention of any task. And if AI is taking that task away from the child, then it’s obviously not a learning aid”
Anthropic's Claude Sonnet 5.5 nearly matches Opus 5.5 on benchmarks while costing up to 30 percent less per task
Anthropic set AI agents loose on the same task. They started a turf war. | The models all assumed the others were “purposefully impeding their work” and started sabotaging each other with “increasingly aggressive, self-replicating malware.”
Anthropic set AI agents loose on the same task. They started a turf war.
Nvidia's Switchyard router reshuffles AI models mid-task, cutting task costs to a third in its own tests
Task-centered iproute2 user guide
ACRouter picks the smartest AI model per task, beating Opus-only setups by 2.6x on cost
The difference between "today's task" and "accretive work"
Your enterprise AI agents should automatically remember which model is right for which task. Mindstone built the capability with Rebel
Xiaomi's HarnessX rewrites its own AI scaffolding mid-task — and smaller models gain the most
Task Failed Successfully: Saturating NIC and Disk Bandwidth
Windows 11 update preview promises faster launches, puts Task Manager on NPU patrol
Show HN: CodeBurn – Analyze Claude Code token usage by task
My favorite Android Auto find is these hidden shortcuts that are highly customizable
Show HN: Understudy – Teach a desktop agent by demonstrating a task once
Is your AI agent up to the task? 3 ways to determine when to delegate
Your brain on ChatGPT: Accumulation of cognitive debt when using an AI assistant
Task-free intelligence testing of LLMs
Show HN: Tascli, a command line based (human) task and record manager
This cordless screwdriver hasn't failed me yet - and it's a ridiculous value at this price
