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Phantom - Federated AI

Privacy-First, Interaction Intelligence

Functional Overview

Phantom is a privacy-first, federated AI extension primarily residing on the user's browser (e.g., extension, desktop). It acts as the user's personal interface to the Blankstate ecosystem during their daily work.

It provides immediate feedback and guidance for each interaction (as defined by Protocols) in real-time, without storing sensitive content centrally, ensuring user privacy.

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Key Features

Catalyst

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Integrates with the Catalyst mentorship system. Detects potential 'Success Sequences' for Mentors, allows private acknowledgement, and adapts Peacekeeper/North Star behavior for Navigators applying Catalyst patterns.

North Star

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Provides real-time guidance aligned with 'Critical Thinking' and 'Good Practice' Protocols. Displays potential Metric impact and OES context, offering suggestions based on the interaction and active Catalyst patterns.

Peacekeeper

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Acts as intelligent guardrails for governance and compliance. Flags interactions scoring high against 'Policy' Protocols before completion, providing warnings or corrections. Contributes to OEI if linked to a Metric.

Technical Overview

Local Processing & Privacy

Runs primarily on the user's device (browser extension/desktop agent), minimizing data transmission and maximizing privacy. Contains local models for scoring and features.

Configuration Updates

Receives configuration updates (active Protocols, Metrics definitions, Catalyst patterns) securely from the central Blankstate system via API.

Local Protocol Scoring

Processes interaction data locally against active Protocols using a self-supervised model, generating scores based on encoded labels/nuances without sending raw content.

Signal Transmission

Sends anonymized or aggregated signals/events (based on Protocol scores and Metric calculations) back to the central system for OEI calculation and state updates. Communicates indirectly with EVA via the backend.

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