Autonomous reasoning auditor

Paste anything.
Watch it work.

Discerno detects manipulation tactics, framing bias, and reasoning gaps in any text — news, tweets, ads, political speech. Try it below.

↓ Try the live demo See what Discerno watches for →

Live Analysis

Paste anything. Get logic.

News excerpt, tweet, advertisement, political speech — Discerno flags what the author doesn't want you to notice.

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Public demo — 5 analyses per IP per hour. Discerno uses AI to detect rhetorical patterns; results reflect probabilistic analysis, not ground truth. The full Discerno product monitors your entire information diet autonomously.

How It Works

An employee, not a tool

1

Connect your sources

Newsletters, RSS feeds, saved articles, social media. Discerno watches what flows into your attention.

2

Autonomous scanning

Every piece of content is analyzed for manipulation tactics, logical fallacies, framing bias, and reasoning gaps. No paste-and-analyze. No manual effort.

3

Daily logic audit

A morning digest of what tried to manipulate you yesterday. Patterns over time. Sources ranked by reasoning quality. Your information diet, audited.

The Shift

From paste-and-pray to always-on

Before (manual tools)

  • You paste text when suspicious
  • Only catches what you already doubt
  • Requires you to remember to check
  • No pattern recognition over time
  • Reactive. Occasional. Incomplete.

After (Discerno)

  • Monitors everything automatically
  • Catches what you wouldn't question
  • Works while you sleep
  • Tracks manipulation patterns across sources
  • Proactive. Continuous. Complete.
"As generation becomes cheap, discernment becomes more valuable."

The thesis behind everything we build.