Why Local AI Models Quietly Came Back
Running models on your own hardware was supposed to be a hobbyist detour. Then the closed labs started publishing open weights, and the reason turned out…
Section
AI & Tech News
Analysis of what is actually changing in AI and consumer technology, and why it is happening — not press-release rewrites.
5 articles
How Much Energy One AI Prompt Really Uses
Google measured a median prompt at 0.24 watt-hours and five drops of water. Mistral reported 45 millilitres for one response. The gap is not a disagreement…
How Open-Source AI Rendering Caught Up With Paid Services
Last reviewed August 2026 Open-source AI image generation has closed the quality gap with paid services. Models like FLUX.1 and SDXL now match or exceed Midjourney…
Why AI Image Models Keep Getting Smaller and Better
Last reviewed August 2026 AI image models are getting smaller because of three converging techniques: knowledge distillation (training small models to mimic large ones), quantisation (reducing…
Why Every App Suddenly Has an AI Assistant Button
The sparkle button appeared in every app within about a year. That was not a design trend. It was three separate costs falling at once, and…