Deep Learning

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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 Releases Gemini 3.7 Flash With 50% Price Cut Amid Internal Turmoil and Stiff Competition

Google Releases Gemini 3.7 Flash With 50% Price Cut Amid Internal Turmoil and Stiff Competition

Aug 14, 2026
Venturebeat

Google launches Gemini 3.7 Flash with a 50% price cut just three weeks after its predecessor, boasting major coding and workflow improvements, but internal leadership turmoil, talent departures, and delays to its flagship Pro model raise serious questions about whether Google can reclaim dominance in an increasingly competitive AI race.

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