SyncLogic Audit Framework

Audit a media claim before you share or act

Separate facts from spin. Verify before you share or act.

SyncLogic audits media claims—news stories, headlines, interviews, op-eds and social posts—so you can cut through framing, bias and incomplete context and rely on what's really supported.

AuthorWalter Shepherd
Published24 July 2026
Updated26 July 2026
Version2.1.0
StatusPublic Research and Pilot Release
Primary questionHow do you audit or fact-check a media claim?

Transform any media claim into an audited, evidence-based assessment with a clear level of reliance and a defined permission-to-rely verdict.

The SyncLogic Difference

1

Captures the exact claim and context

2

Finds, evaluates and registers the right evidence

3

Tests alternatives, bias and framing

4

Finds the weakest link that limits reliability

5

Assigns a Reliance Class (RC 0–7) and states what is justified

6

Issues a Permission-to-Rely verdict for the intended use

The ten-step audit

The same disciplined method, applied to this claim type: define, decompose, register evidence, test admissibility, explore alternatives, find the weakest link, assign reliance, and issue a verdict.

1

Capture the Claim & Context

Record the exact headline or statement. Identify source, author, date, platform and audience.

What exactly is being claimed?
2

Decompose the Claim

Break into testable sub-claims: facts, numbers, causes, comparisons, quotes and implications.

What must be true for this claim to hold?
3

Evidence Discovery & Registration

Find and register primary sources: data, reports, documents, expert statements, videos, official records. Note what's missing.

What evidence exists—and what doesn't?
4

Source Admissibility (HAT-7)

Evaluate each source for relevance, authority, timeliness, transparency, methodology, independence and jurisdiction.

Is this source fit for this claim and purpose?
5

Framing & Bias Check

Identify loaded language, cherry-picking, emotional appeals, omitted context, and narrative framing.

Could framing change how this claim is seen?
6

Alternatives & Contradictions (Fork First)

Identify credible alternative explanations and contrary evidence. Test whether they're addressed fairly.

What alternatives were tested—or ignored?
7

Assumptions & Inferences

Surface key assumptions, leaps of logic, generalizations and causal inferences.

What assumptions drive this claim?
8

Find the Weakest Link

Locate the sub-claim, assumption or data point that most limits the claim's reliability.

Where could this claim break first?
9

Reliance Class (RC 0–7)

Rate overall reliability based on evidence strength, uncertainty, dependence depth and sensitivity.

How much reliance is justified?
10

Permission-to-Rely Verdict & Documentation

State what the claim can be used for—and at what level. Create a transparent audit record.

What is this claim safe to use for, right now?

The risks a surface-level review misses

Speed over accuracy

Media moves fast—verification often comes last.

Selective reporting

What's included or excluded shapes the story.

Framing shapes perception

Word choice and angles can mislead.

Anonymous sources & opinions

Harder to test, easier to influence.

Numbers without context

Statistics can mislead without baseline, scope and uncertainty.

Complex issues simplified

Nuance is compressed; trade-offs are hidden.

Outdated or partial information

Old or partial facts can still shape headlines.

Virality amplifies error

Weak claims can spread before they're checked.

The Bottom Line

SyncLogic turns any media claim into a clear, audited assessment you can trust. We show what is supported, what is not, and what level of reliance is justified. Better audits. Better decisions. Better conversations. Stronger public trust.

The audit output

  • Claim decomposition map
  • Source register with HAT-7 ratings
  • Evidence strength summary
  • Framing & bias analysis
  • Alternatives & contradictions analysis
  • Weakest link identification
  • Reliance Class (RC 0–7)
  • Permission-to-Rely verdict
  • Shareable summary (1-page brief)
  • Reproducible audit package

Where this audit applies

News headlines & articles
TV & radio interviews
Op-eds & columns
Social media posts & viral content
YouTube & podcasts
Press releases & statements
Campaign claims & advertisements
Data graphics & infographics
International news
Fact-check requests

Trusted. Transparent. Decision-grade.

AUDIT THE CLAIM.
SEE THE TRUTH. SHARE WITH CONFIDENCE.