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Owning Compute vs Renting Intelligence ✍️

BACKGROUND
2 SIGNALSFIRST DETECTED 27 June 2026
Narrative synthesis pending — 2 signals collected.
How the story developed
27 Jun
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Open-Weight AI Models Just Caught Up With GPT, Gemini and Claude. Here's What That Means for Where Intelligence Runs.

<p>In the first eight weeks of 2026, ten major open-weight LLM architectures were released.</p> <p>GLM-5 matched GPT-5.2 and Claude Opus 4.6 on benchmarks. Step 3.5 Flash

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How We Cut Browser Agent Costs 7,000x with Collective Intelligence

<p>Every browser agent does the same expensive thing: dump the entire DOM into an LLM, ask "what should I click?", and repeat for every step. A 10-step workflow costs ~$4 in LLM

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