Open-weight language model
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- The barbell effect will deprioritize mid-sized models
- Where DeepSeek V4.1 Pro could land
- Launching the open-models front page
- The ideal model could run locally
- Open models will reward market-neutral agents
- Local and open source AI has to win
- Time-decayed rankings for model popularity
- Open model brands outlive their owners
- Popularity rankings for open models
- Towards 1-click setup for local models in OpenClaw
- Local LLM demand will rise as subscriptions compound
- Stop defaulting to weak coding agents for serious work
- Anthropic pricing discourages agent-native development
- Anthropic's pricing is stupid
- Agent progress is compounding faster than teams realize