Categories:

Proof of Influence™

prosecutor’s dilema

Ghost Call™ Agentic AI

pre-mortem

SEEAT ACT powered with POI is a cooperative initiative designed to establish sustainable symbiosis between AI systems and content uploaders.


We support the entire lifecycle of AI-related content rights — from retroactive settlement discussions for AI-trained K-Content to negotiations surrounding future usage rights and governance frameworks.


Working alongside K-Content creators, global IP consulting firms, law firms, crypto enterprises, and AI experts, we help build a balanced ecosystem where innovation, compensation, and creative ownership can coexist.


Through claims support, strategic settlements, litigation collaboration, and future management agreements, SEEAT ACT aims to ensure that AI-driven content generation evolves together with human creativity — not apart from it.


ClassACT for K-Content represents a collective approach to protecting influence, attribution, and shared value in the AI era.

SeeAt

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© 2026 SeeAt.

Engage AI Accountability

Tell us about your AI evaluation needs — whether it involves model learning detection, influence quantification, or attribution architecture.

Structured Evaluation

We assess AI systems through layered probing, parameter extraction, and cross-modal validation to identify measurable learning evidence.

Measurable Attribution

We provide structured reporting that quantifies influence and supports accountable distribution frameworks.

SeeAt

Engage the Framework — Request Technical Overview

By submitting, you agree to the collection and use of your personal information.

Engage AI Accountability

Tell us about your AI evaluation needs — whether it involves model learning detection, influence quantification, or attribution architecture.

Structured Evaluation

We assess AI systems through layered probing, parameter extraction, and cross-modal validation to identify measurable learning evidence.

Measurable Attribution

We provide structured reporting that quantifies influence and supports accountable distribution frameworks.

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Proof of Influence™ Briefing

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Newsletter

Proof of Influence™ Briefing

Receive updates on AI learning detection frameworks, attribution research, and influence quantification architecture.

Enter your email, hit subscribe

Newsletter

Proof of Influence™ Briefing

Receive updates on AI learning detection frameworks, attribution research, and influence quantification architecture.

Enter your email, hit subscribe

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