Halo FAQs

Question 1

What is Halo-MCP and its primary purpose?

Accepted Answer

Halo-MCP is a standalone research environment designed to provide quick-setup compliance scaffolding for chatbots and AI agents, focusing on AI safety, PII scrubbing, and age-appropriate content gating for AI-to-SMS interactions.

Question 2

Which compliance standards does Halo-MCP address?

Accepted Answer

Halo-MCP is aligned with the CAADCA 2026 standard, the March 2026 Ninth Circuit mandate, and the upcoming Colorado AI Act (June 2026), demonstrating proactive compliance-by-design.

Question 3

What makes Halo-MCP's redaction capabilities unique?

Accepted Answer

Unlike simple regex-based systems, Halo-MCP's contextual redaction uses a sophisticated 1.5B parameter SLM to understand PII within sentence structures, ensuring more accurate and effective scrubbing of sensitive data.

Question 4

How does Halo-MCP handle PII (Personally Identifiable Information)?

Accepted Answer

Halo-MCP employs contextual PII redaction using a 1.5B parameter SLM to identify and scrub transient PII based on sentence structure. It also utilizes Local Semantic Redaction and Zero-Knowledge Proofs (ZKP) to ensure privacy without storing identity.

Question 5

How does Halo-MCP implement age-appropriate content gating?

Accepted Answer

It uses cryptographic age estimation via the OpenAge Initiative standard, performing an 'AgeKey Handshake' to verify age without requiring or storing user identity, enabling responsible content delivery.

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