AVRE Journal

Build notes worth reading even if you never buy AVRE.

Local AI, hardware, privacy, product design and the decisions behind AVRE Companion and Originals.

Local AI

What “local-first AI companion” actually means

Local-first is about where the private core lives, not pretending the internet never exists.

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Hardware

Why VRAM matters for a local AI companion

Your GPU is not running one magical “AI thing.” Different engines compete for memory in different ways.

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Privacy

Local vs cloud AI companions: the trade-offs that matter

Privacy, convenience, hardware, cost and update control change when inference moves between your PC and a remote service.

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Product

Private Media is not AVRE Originals

The two systems may both contain images, but they belong to completely different privacy and product boundaries.

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Development

What a 3D AI companion needs beyond a model

A 3D character is only convincing when speech, state, expression and resource management agree with each other.

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Design

Adult AI features need clearer boundaries, not fewer settings

Relationship stage, identity, adult preferences and real-world content are different things.

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Originals

Why AVRE Originals is being designed without PPV

A subscription can be easier to understand when the feed itself is what you are paying for.

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Trust

Real model or AI Companion? The label should never be ambiguous

AVRE has both fictional AI and real photography projects, so the separation has to be visible in the product itself.

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