The Real Goal is Owning the Intelligence System
hwchase17 · x · 2026-07-17
The author explores what it means to own your intelligence, arguing the core isn't a single model but a sustainably compounding system built around it.
Key points include:
- Own the harness: Deeply integrate models into your systems and customize them for specific tasks.
- Own context and memory: User preferences, organizational knowledge, and workflow patterns shouldn't be locked into vendor products.
- Own model optionality: Freely route between different models, vendors, and deployment methods.
- Own economics: Intelligence must be cheap enough for continuous large-scale deployment.
- Own the feedback loop: Use observability and evals to know if the system works, otherwise you're just guessing.
The overall view: true competitiveness has shifted from "which model is better" to "who controls the system layer outside the model."
Related event: Harrison Chase: Own the intelligence system, not just the model(5 posts)→
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