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Alibaba's New 27B Vision AI Model Runs on Laptops But Overthinks Simple Tasks

Alibaba's New 27B Vision AI Model Runs on Laptops But Overthinks Simple Tasks

Aug 17, 2026
Simon Willison’s Weblog

Alibaba's new Qwen 3.8 27B vision AI model runs on consumer laptops as a 17GB file, delivering impressive code generation and image analysis capabilities, but its default 'xhigh' reasoning setting causes excessive overthinking on simple tasks, and speed remains limited at 15–30 tokens per second — though a 72% boost …

New Open-Source Tool 'Soup' Lets Developers Fine-Tune 8B AI Models on a 4GB Laptop GPU With a Single Command

New Open-Source Tool 'Soup' Lets Developers Fine-Tune 8B AI Models on a 4GB Laptop GPU With a Single Command

Aug 17, 2026
GitHub

A new open-source tool called 'Soup' is revolutionizing AI development by allowing developers to fine-tune massive 8-billion parameter language models on a standard 4GB laptop GPU using a single command, thanks to a breakthrough 'layer streaming' technique that achieves 119.6 tokens per second at just 3.32 GB peak VRAM.

Google Launches Pixel 11 With AI-Powered Features While Quietly Avoiding the 'AI' Label

Google Launches Pixel 11 With AI-Powered Features While Quietly Avoiding the 'AI' Label

Aug 13, 2026
The Deep View

Google unveils the Pixel 11 at its Made by Google event, introducing AI-powered features like Rambler voice keyboard, Magic Capture photo mode, and multi-step task execution, while strategically avoiding the 'AI' label and rebranding Android as an 'intelligence system' to shift smartphones toward goal-oriented interactions.

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