Yamu insights
Insights on patent-backed AI commercial discovery.
Public, non-confidential thinking on why AI search, advertising and commerce need a permissioned signal layer built around user approval, anonymised relevance, signal quality and answer independence.
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The patent-backed architecture behind Yamu
A public explanation of the mechanisms the patent supports and how they map to AI advertising.
01AI advertising needs a consent layer, not just better targeting
The core Yamu thesis on trust, consent, answer independence and AI-native advertising.
02The most valuable signal in AI advertising may be user-approved intent
Why explicit, permissioned commercial intent may outperform inferred targeting.
03The anti-gaming problem in user-value advertising
Why value exchange and commercial signals need integrity mechanisms.
04Why agentic commerce needs a consent and trust layer
How agents, merchants and platforms will need permissioned signal exchange.
05Answer independence: the principle AI advertising cannot break
Why assistants must separate commercial discovery from answer integrity.