Introducing INKBOT: Building an Intermediate Intelligence Architecture for Human Intent

说明与用途

INKBOT 引入中间智能层，让用户在模型执行前明确并纠正意图，降低人类意图与模型推断之间的摩擦。

问题

Multimodal AI systems struggle to align model inferences with subtle human intent, creating friction when users must act as prompt engineers.

结果

INKBOT provides a local-first web file architecture that packages human-approved intent separately from model outputs, enabling multi-step workflows and reducing alignment friction.

工作流

• Describe the desired outcome
• Make the intent visible in a structured format
• Recognize model inferences against the intent
• Correct mismatches
• Refine the intent and repeat if necessary

证据

I kept hitting a wall with multimodal AI systems: the friction between what a human naturally means and what a model infers.

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Instead of forcing the user to become a prompt engineer, I wanted to see if we could build an intermediate intelligence architecture layer to make human intent reviewable and corrigible before the model executes a final build.

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The loop I’m playing with is: Describe → Make it Visible → Recognize → Correct → Refine.

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The architecture sits entirely in a single local-first web file.

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