TLDR AI · DEEP DIVES & ANALYSIS

MOATS NEED MODELS

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Summary from the TLDR AI newsletter

The model, harness, workflow, and evaluation loop are no longer separate stack pieces but co-design surfaces that compound together. Defensibility comes from owning the full feedback loop rather than renting frontier capability that can be restricted, repriced, or reclaimed on the supplier's terms.