Credibility Analysis System

Credibility, verified by you.

“D’ye ken?” — broad Scots for “do you know?” It’s the question every analysis answers.

Deyeken extracts every claim from an analysis, gathers supporting and opposing evidence, and produces a transparent credibility score — putting the reader back in control.

~2–11 MINUTES · ~$0.10–$0.85 PER ANALYSIS · PRE-BETA

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Opinion Analysis

Mixed59 ±3

When Genius Fails—The Intellectual Arrogance of the AI Labs

Well-sourced opinion that credibly documents AI leader overreach, but underexamines whether recent AI breakthroughs genuinely justify cross-domain ambition and conflates poor execution with intellectual arrogance.

Analysis of an article by in · Questionable

@doonhammer
1 source

Company Position Statement

Mixed47 ±3

Palantir on X

Palantir's sovereignty argument rests on verified principles but omits whether the case applies universally or only to defense/regulated sectors, and sidesteps that 'sovereignty' now cuts against Palantir itself in European regulation.

Analysis of an article in · Questionable

@doonhammer
1 source

Opinion Editorial

Mixed53 ±3

The Future is for Everyone

Meta's opinion piece marshals credible sourcing (87% of claims verified/supported) but argues a one-sided case—it omits substantive AI safety objections and leaves critical operational details unspecified.

Analysis of an article by in · Unreliable

@doonhammer
1 source

Science News Analysis

Solid79 ±3

Maybe scientific progress isn’t slowing, after all

The Economist reports a credible methodological challenge to a widely-cited 2023 study, though key statistical details about the correction's scope remain unexamined.

Analysis of an article by in · Credible

@doonhammer
1 source

Investigative News Reporting

Solid73 ±3

Flock Cameras Can Track Every Car in America. Police Love Them. Citizens Don’t. - The New York Times

New York Times investigation is well-sourced and largely fact-checked, but presents surveillance risks without proportioning abuse frequency against billions of annual searches or contextualizing Flock's novelty versus prior ALPR vendors.

Analysis of an article by in · Credible

@doonhammer
1 source

Opinion Editorial

Solid60 ±3

The Real Cost of Ending Medicare’s Prescription Drug Subsidies

Contrarian News presents well-sourced claims about premium impacts, but omits Trump administration projections showing varied outcomes across enrollees—essential context for assessing the magnitude of harm.

Analysis of an article by in · Questionable

@doonhammer
1 source

Opinion Editorial

Mixed53 ±3

The Future is for Everyone

Meta opinion piece on AI distribution is well-sourced but presents a one-sided case that omits serious safety arguments for centralized development.

Analysis of an article by in · Unreliable

@doonhammer
1 source

Opinion Editorial

Solid73 ±3

In Defense of Flock

The Atlantic's pro-regulation argument rests on well-sourced crime claims but systematically avoids the cost-benefit dispute and enforcement gaps that animate actual policy disagreement.

Analysis of an article by in · Credible

@doonhammer
1 source

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The Approach

A transparent score, not a verdict on truth.

Deyeken assesses the credibility of the evidentiary record across three weighted axes — source credibility, evidence alignment, and completeness. It surfaces supporting and opposing evidence so you can judge for yourself.