Tagged
#open-weights
4 articles
models
Qwen Builds a Simulator for Agents: Inside AgentWorld, the 'Language World Model'
Alibaba's Qwen team open-sourced AgentWorld, a model that predicts what environments do instead of acting in them.
#qwen#world-models#ai-agents
06-27 22:00·6 min read
policy
Open-weight licenses decoded: MIT, Apache, and the gray zones
"Open" model weights come with very different strings attached. A plain-language guide to reading the license before you build.
#open-weights#licenses#open-source
05-30 09:54·7 min read
tools
Running LLMs locally: a practical primer for a single laptop
You can run a capable open-weight model on one laptop today. Here is what actually determines whether it works — memory, quantization, tooling — and honest expectations for each.
#local-llm#quantization#on-device
05-14 09:12·7 min read
models
Open vs closed models: how to choose for a real project
Open weights or a hosted API? The right answer depends on control, cost, and risk — not ideology. Here is a framework that survives contact with production.
#open-weights#model-selection#deployment
05-11 14:31·7 min read