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User State Refinement: Turning a Snapshot into a Full Profile

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User State Refinement starts from a “blurry photo” of the User in the context (the initial User State) that includes a location, activity, initial intent, maybe a few emotional hints and adds to the “blurry photo” all the information about the User that the workflow has been able to collect. We have already presented the system diagram of the Autonomous User (A-User), an autonomous agent able to move and interact (walk, converse, do things, etc.) with another User in a…

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Basic Knowledge: The Generalist Engine Getting Sharper with Every Prompt

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Basic Knowledge is the core language model of the Autonomous User – the “knows-a-bit-of-everything” brain. It’s the first responder to a prompt but it doesn’t fire off just one answer but four of them in a progressive refinement loop, providing smarter and more context-aware responses with every refined prompt. We have already presented the system diagram of the Autonomous User (A-User), an autonomous agent able to move and interact (walk, converse, do things, etc.) with another User in a metaverse.…

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Domain Access: The Specialist Brain Plug-in for the Autonomous User

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While the Basic Knowledge module is a generalist language model that “knows a bit of everything”, Domain Access is the expert layer that enables the Autonomous User to tap into domain-specific intelligence for deeper understanding of user utterances and operational context. We have already presented the system diagram of the Autonomous User (A-User), an autonomous agent able to move and interact (walk, converse, do things, etc.) with another User in a metaverse. The latter User may be an A-User or…

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Visual Spatial Reasoning: The Vision‑Aware Interpreter

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Autonomous User (A-User) is an autonomous agent able to move and interact (converse, etc.) with another User in a metaverse. It is a “conversation partner in a metaverse interaction” with the User, itself an A-User or an H-User directly controlled by a human. The figure shows a diagram of the A-User while the User generates audio-visual streams of information and possibly text as well. This is the fourth of a sequence of posts aiming to illustrate the architecture of an…

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Audio Spatial Reasoning: The Sound-Aware Interpreter

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Autonomous User (A-User) is an autonomous agent able to move and interact (converse, etc.) with another User in a metaverse. It is a “conversation partner in a metaverse interaction” with the User, itself an A-User or and H-User directly controlled by a human. The figure shows a diagram of the A-User while the User generates audio-visual streams of information and possibly text as well. We have already presented the system diagram of the Autonomous User (A-User), an autonomous agent able…

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Context Capture: The A-User’s First Glimpse of the World

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Autonomous User (A-User) is an autonomous agent able to move and interact (converse, etc.) with another User in a metaverse. It is a “conversation partner in a metaverse interaction” with the User, itself an A-User or and H-User directly controlled by a human. The figure shows a diagram of the A-User while the User generates audio-visual streams of information and possibly text as well. The sequence of posts – of which this is the second – that illustrates more in…

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