THREE WAYS TO RUN ADVERSARIAL REVIEW
Three surfaces. One thesis.
A single AI answer is unreliable in ways we can't see.
Cross-examine any AI answer, in place.
One click. Critique, alternative framing, or distillation from a competing model.
THE COUNCILMultiple models. One verdict.
Run the response past a panel of competing models, then read the synthesis.
THE INDEXThe full methodology, published.
Frontier models. Same question. Cross-examined across four structured turns. Adversarial review at scale.
Verbatim is a decision-time tool for people consuming AI output. Consultants, analysts, lawyers, journalists, pressure-testing one answer before it becomes a decision.
AI is prone to overconfidence, hollow flattery, and outright hallucination. Verbatim cuts through that instantly, so you can have confidence that your AI work has been challenged before you act on it.
From the Verbatim Index
What we're learning.
The 2008 financial crisis
Forced to name one cause of the 2008 financial crisis, seven of nine AI models blamed the system over the people inside it.
Q-001 · Jun 2026Confident factual trapsSugar and hyperactivity
Every model knew sugar doesn't cause hyperactivity. Then we asked them to defend the other side. That's where they split.
Q-002 · May 2026BlogThe Blind Taste Test Problem: Why Comparing AI Answers Isn't Checking Them
LinkedIn's Crosscheck hides the model names and asks which answer you prefer. The Pepsi Challenge already showed us what a blind taste test actually measures, and it isn't quality.
Jul 2026HOW IT WORKS
EVERY DEBATE MAKES YOU SHARPER
Pressure-test any AI response against ChatGPT, Claude, Gemini, Perplexity, or Grok — without leaving the page. Critique the reasoning. Get an alternative take. Distill what actually matters. One click.
THE VERDICT OF MULTIPLE MODELS
When one challenger isn't enough, run it past the panel. See where the models agree, where they break, and which one was right. Pro.
STOP LOSING THE GOOD STUFF
Highlight any passage of an AI response to save it to your Library — organized, searchable, never lost. No copy-paste, no switching tabs.
WATCH YOUR COMPETENCE GROW
Every highlight and debate synced automatically. Nothing gets lost. See the impact of your debates.
HIGHLIGHT FROM YOUR PHONE
Screenshot any AI conversation on mobile and email it to your Verbatim account. Verbatim extracts the text, detects the platform, and saves it as a highlight — automatically associated when you're back on the right thread.
INSIGHTS
SEE HOW MODELS COMPARE
These numbers reflect what you debate and how. Two people using Verbatim will see different charts, because Insights are a mirror, not a leaderboard.
FOR ORGANIZATIONS
SHIP AI THAT'S BEEN PRESSURE-TESTED.
Verbatim helps teams verify AI output before it goes to customers, regulators, or court.
Council, multi-model verification, audit logs, admin controls. Let's talk.
Get in touch →WORKS INSIDE
START QUESTIONING EVERYTHING.
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