Introducing INKBOT: Building an Intermediate Intelligence Architecture for Human Intent

Описание и применение

INKBOT добавляет промежуточный слой интеллекта, позволяющий пользователям явно формулировать и корректировать намерения перед выполнением модели, снижая конфликт между человеческим смыслом и выводами модели.

Задача

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

Результат

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.

Рабочий процесс

• 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

Доказательства

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

Источник

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.

Источник

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

Источник

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

Источник