Insights

Notes from the memory layer

Why voice AI's next act isn't sounding more human — it's remembering like a friend. Analysis on identity, memory, and the physical-AI stack.

Product

Why every AI toy gets abandoned in five minutes — and what fixes it

The retention gap is a missing relationship layer, not missing content.

Read → Compliance

Maryland's Jan-2027 AI-toy deadline: why edge-first is the only compliant path

COPPA, BIPA, and why raw voiceprints can't go to the cloud.

Read → Industry

The voice AI stack is splitting into four layers. Only one compounds.

Pipelines are in a price war; memory is a data asset.

Read → Business

Billing on relationships, not minutes

Why MAR pricing aligns us with your retention.

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