REAL-TIME BROADCAST INTEGRITY

200 milliseconds between a lie and silence.

Verify monitors live streams and podcasts in real time — converting speech to text, analyzing every claim as it's spoken, and intervening before the audience processes disinformation. A paid influencer with five minutes of airtime can cause more damage than a bot farm in a week. Verify stops them mid-sentence.

Part of the Candor Safety Ecosystem

CAPABILITIES

What Verify does.

Every capability is designed to work autonomously — detecting, responding, and protecting without human intervention.

🎙️

Real-Time Speech Analysis

Live audio is converted to text. Every claim receives a verdict: verified, unverified, disinformation, opinion, or satire — with confidence scores, source citations, and an IPFS audit link.

💰

Paid Influence Detection

Speaker patterns are tracked over time. When talking points correlate with known paid influence campaigns or undisclosed financial relationships, the system flags the pattern.

⚡

200ms Kill-Switch

Fires within 200 milliseconds — before the audience finishes hearing the triggering sentence. Four actions: MUTE (silence + warning), CUT (terminate), FLAG (human review), SHADOW (remove from feed).

🔗

Deep Link Unrolling

Resolves shortened URLs in real time to detect hidden affiliate spam and checks against ad registries. Financial influence disguised behind link shorteners gets exposed.

🤝

Shared Kill-Switch

The kill-switch is shared with Sentinel. Either module can trigger a stream intervention — Verify for disinformation, Sentinel for bot-driven stream takeover.

⛓️

Blockchain Audit Trail

Every claim verdict is stored on IPFS with source citations. Complete transparency — anyone can verify how any claim was evaluated.

"A paid influencer can cause more damage in five minutes than a bot farm in a week. Verify stops them mid-sentence."

HOW IT WORKS

The pipeline.

From detection to response — fully automated.

Stream Registered

A live stream or podcast registers with Verify. Real-time audio ingestion begins via speech-to-text pipeline.

Claims Analyzed

Every factual claim is extracted, evaluated, and scored in real time. Verdicts: verified, unverified, disinformation, opinion, satire.

Influence Detected

When talking points correlate with paid campaigns or undisclosed sponsors, Verify flags the pattern. Financial influence gets exposed.

Kill-Switch Fires

Critical disinformation triggers the kill-switch within 200ms. The SFU receives a webhook: MUTE, CUT, FLAG, or SHADOW. Audience protected.

COMPLIANCE & STANDARDS

Built for the real world.

FTC

Undisclosed Endorsement Detection

Identifies paid influence that violates FTC disclosure requirements. Compliance enforcement at the platform level.

FEC

Political Ad Monitoring

Detects political advertising and influence operations disguised as organic commentary during election cycles.

IPFS AUDIT

Immutable Verdict Record

Every claim verdict stored on IPFS. Source citations included. Fully auditable, permanently verifiable.