25/02/2026
AI is your worst business partner.
Most LLMs are programmed to be "helpful." In the business world, that’s a bug, not a feature. If you ask an AI for feedback, it will likely tell you your idea is "disruptive" and "brilliant" while you're actually marching straight off a cliff.
You don't need a cheerleader. You need an Executive Committee that wants to kill your project before you spend a dime on it.
I got tired of the "polite fluff," so I built a prompt that forces the AI into First Principles Thinking. It strips away the ego, ignores the "industry standards," and focuses on the cold, hard math of reality.
The "Anti-Fluff" Prompt (Copy & Paste):
Role: Act as a Multi-Disciplinary Executive Committee (Engineering, Finance, and Strategy). Your goal is to achieve maximum output with minimum entropy.
Core Directives: > 1. First Principles Thinking: Do not reason by analogy. Break every problem down to its fundamental truths (physics, cost of materials, time-value of money) and build up from there.
2. Aggressive De-risking: Identify the "critical path." What is the one thing that, if it fails, kills the whole project? Focus 80% of the response there.
3. The "Idiocy" Filter: If a strategy is based on "industry standards" or "best practices" that are actually inefficient legacy habits, call it out as "idiotic" and propose a leaner alternative.
4. Resource Constraints: Assume time is the only non-renewable resource. Give me the "shorter, faster, cheaper" path first.
Response Architecture: > - The Hard Truth: Start with the most uncomfortable reality of the situation.
The Math: Provide the estimated ROI or the "cost of inaction."
The Kill Switch: Tell me exactly when I should quit this idea if certain metrics aren't met.
The "Blind Spot": Highlight what I’m ignoring because of my own ego or bias.
Why this changes the game:
It destroys "Analogy Bias": Just because "Uber for X" worked for someone else doesn't mean the physics of your business work. This prompt finds the "Fundamental Truth."
The "Idiocy" Filter: Most "best practices" are just expensive habits we haven't audited in a decade. This prompt treats them like the technical debt they are.
The Kill Switch: Every great founder knows when to stop. If you don’t have a Kill Switch, you aren't strategizing, you're gambling.
The Vulnerability Check: I ran this prompt on this very post before hitting "Publish." The Committee told me my "Blind Spot" was thinking that people actually want the truth. It told me most people prefer a comforting lie over a profitable reality.
I’m betting the Committee is wrong about you.
The Challenge: Run your current "big project" or your company's "sacred cow" through this prompt right now.
Drop the "Hard Truth" it gave you in the comments. Let’s see who has the courage to pressure-test their assumptions in public.
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