Best AI Prompts for Overcoming Cognitive Biases
A few months ago I watched a senior engineer kill a good idea.
How to use AI as a cognitive partner, not a tool. Frameworks for structured thinking, prompt design, and decision-making amplified by AI collaboration.
16 articles · Last updated: 2026-04-02
A few months ago I watched a senior engineer kill a good idea.
A few months ago, a product manager named Dmitri came to me frustrated.
And that's the moment most people get it wrong.
A product manager I know - Sasha, at a mid-sized SaaS company - had a candidate in front of her who looked perfect on paper.
Most people use AI to confirm what they already think.
Are you trying to think through a decision and finding that every AI response just agrees with you?
Most people using AI in 2025 are running a calculator that occasionally writes poetry.
Most people who try to use AI for thinking end up with a smarter-sounding version of the same thinking they already had.
You paste a math problem into ChatGPT. Wrong answer. You paste the same problem but add "Let's think step by step." Correct answer. That small phrase - four words - changed everything. That moment, experienced by millions of developers and researchers between 2022 and 2023, launched an entire sub-di
Most people are using AI wrong for hard problems - and they know it.
Most people are prompting reasoning models the same way they prompt autocomplete systems.
My screen is blank at 11pm. Deadline tomorrow. The usual tricks - walks, coffee, calling a friend - have already been exhausted. Then I type one sentence into an AI: *"What would someone with the opposite of my assumptions think about this problem?"* Within three minutes I have seven directions I ha
A few months ago, a friend showed me his AI conversation history.
You've probably wondered whether there's a smarter way to make decisions - not just in theory, but today, before lunch.
Here's the claim most AI productivity writers won't make: using AI without deliberate constraints doesn't augment your thinking.
95% of people use AI for tasks. The real value is in thinking with it. Here's the difference, and why it changes everything.