• LOGIC
  • BIAS
  • RELIABILITY
  • HUMAN

How to stress test risk assessments with your AI

Stop trusting your AI's first draft. This process forces your agent to tear apart its own logic to find where a plan actually fails.

Ask AI about this page

Short answer

How do I make my AI find flaws in its own risk plans?

You use the Connector to force the AI to simplify its reasoning until it hits a contradiction or a missing variable. This exposes the over-optimism and shaky assumptions that usually hide in complex AI outputs. You'll get a list of specific failure points and logical gaps.

Where every issue lands.

The outcomes of a stress test

The AI processes your plan through these four lenses to find the cracks.

LOGIC

Exposed assumptions

The AI identifies every unstated premise it used to build the plan. You see exactly what it's taking for granted.

BIAS

Optimism detection

The agent flags areas where it's being too positive about success rates. It highlights where the math or logic is too convenient.

RELIABILITY

Weakest link identification

The AI pinpoints the single most fragile part of the entire assessment. This tells you exactly where to focus your human oversight.

HUMAN

Required interventions

The AI lists the specific gaps it cannot bridge alone. These are the points where you must step in to provide real-world context.

The workflow

What your AI does when the plan arrives.

The AI doesn't just agree with you; it actively tries to break the logic you provided.

  1. Deconstruct the plan

    The agent breaks the assessment down into its most basic, irreducible components to see if the foundation holds.

    validate_radical_simplification

  2. Identify hidden premises

    It looks for the 'invisible' steps the AI assumed were true without actually proving them.

    validate_radical_simplification

  3. Pressure test assumptions

    The agent simulates what happens if one of those core assumptions is slightly off, exposing how fast the plan fails.

    validate_radical_simplification

  4. Summarize vulnerabilities

    The AI produces a final list of the most dangerous gaps and where it reached the limit of its own reasoning.

    validate_radical_simplification

Try it

Copy these to start.

Use these prompts to trigger the stress test immediately.

Starting points

Swap the bracketed text for your actual data, like a specific project doc or a risk spreadsheet.

Feynman Radical Simplification Prover Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_OTMzj3FrPe8EqyLkYjsAFQapXAlLJ5DLHtLzOXZY/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Feynman Radical Simplification Prover capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "feynman-radical-simplification-prover-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_OTMzj3FrPe8EqyLkYjsAFQapXAlLJ5DLHtLzOXZY/mcp"
    }
  }
}
Copy into chat04

  • Stress test this risk assessment for the Q3 product launch: [paste text or link].

  • Find the hidden assumptions in this project timeline: [paste spreadsheet data].

  • Identify the over-optimism in this budget forecast: [paste budget doc].

  • Where is this operational plan most likely to fail? Analyze this: [paste plan].

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Feynman Radical Simplification Prover once, then ask.

Just one connection to your preferred client. Your credentials stay encrypted and the setup is handled on our end.

Connect Feynman Radical Simplification Prover to your AI

FAQ

How this task behaves

  • 01

    Can the AI fix the risks it finds?

    No. The AI identifies the flaws and the gaps, but it does not rewrite your original plan unless you specifically ask it to after the test is done.

  • 02

    Does it change my original documents?

    No. The AI only reads your data to perform the analysis. It cannot edit or delete your files.

  • 03

    How does it find 'hidden' assumptions?

    It uses radical simplification to strip the plan down to its core logic, making it obvious when a step is missing or assumed.

  • 04

    Can I use this with any AI client?

    Yes, as long as your client is MCP-compatible, like Claude, Cursor, or Windsurf.

  • 05

    Will it tell me if it's guessing?

    Yes. One of its primary goals is to identify where its own reasoning reaches a limit or where it lacks sufficient data.

  • More questions about Feynman Radical Simplification Prover? The Connector page answers them. See everything the Feynman Radical Simplification Prover Connector can do

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