·8 min read
Best AI Prompts for Overcoming Cognitive Biases
A few months ago I watched a senior engineer kill a good idea.
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Thinking With AI: The Complete Framework
How to use AI as a cognitive partner, not a tool. Frameworks for structured thinking, prompt design, and decision-making amplified by AI collaboration.
38 articles · Last updated: 2026-05-08
·9 min read
Best Book About Chain-of-Thought Prompting for Thinking With AI
Researchers at Google Brain found something strange in 2022: adding the phrase "Let's think step by step" to a prompt improved GPT-3's performance on grade-school math problems by over 40 percentage points.
·8 min read
Best Book About How to Think With AI: The Top Recommended Book for Learning Human-AI Collaborative Reasoning
A few months ago, a product manager named Dmitri came to me frustrated.
·9 min read
Best Book About Human-AI Decision-Making Comparisons for Daily Thinking
You're standing in a grocery store, paralyzed between two nearly identical yogurts.
·8 min read
Best Book on AI Reasoning vs Non-Reasoning Models: Key Reads Explaining Structured Thinking Differences
Most people asking this question are looking for a reading list.
·10 min read
Best Book on Types of AI Reasoning (Deductive vs Analogical) for Human-AI Collaboration
Fewer than 12% of knowledge workers can correctly name the type of reasoning their AI assistant uses when it makes a mistake - yet that distinction determines whether you catch the error or act on it.
·9 min read
Best Course for Learning to Prompt AI Like a Reasoning Engine
My student typed the same question into ChatGPT seventeen times.
·9 min read
Best Framework for Combining LLMs and Neural-Symbolic Models to Think with AI
A client of mine - senior engineer at a logistics firm - spent three months building a GPT-4 pipeline to flag regulatory exceptions in shipping manifests.
·8 min read
Can AI Help Me Make Better Decisions? How AI Improves Human Judgment
You're about to accept a job offer. The salary is good, the role is exciting, and the deadline is tomorrow. Your gut says yes. Your spreadsheet says maybe. And somewhere between the two, you know you're probably missing something you can't quite name.
·9 min read
Can AI Help with Metacognition? How to Prompt It Effectively
You're three hours into a problem you can't solve.
·9 min read
Claude Opus 4.1 vs OpenAI o4-mini: Which Excels at Long-Context AI Reasoning?
Picture this: you've fed a model the entire codebase, three months of Slack history, and a 400-page technical spec.
·9 min read
How to Brainstorm Ideas Using AI Prompts (Without Outsourcing Your Thinking)
And that's the moment most people get it wrong.
·8 min read
How to Combine Your Intuition With AI Analysis for Better Decisions
A product manager I know - Sasha, at a mid-sized SaaS company - had a candidate in front of her who looked perfect on paper.
·8 min read
How to Prompt AI to Challenge Your Assumptions Effectively (And Why You Probably Won't Like It)
Most people use AI to confirm what they already think.
·10 min read
How Do I Prompt AI to Simulate Debates for Better Ideas?
Are you trying to think through a decision and finding that every AI response just agrees with you?
·9 min read
How Do I Think Step-by-Step Using ChatGPT? A Practical Guide to Structured AI Reasoning
Are you staring at ChatGPT wondering why your answers keep coming back shallow, vague, or just slightly wrong?
·8 min read
How AI Handles Uncertainty in Decision-Making (And Why It's Stranger Than You Think)
Most people assume AI systems are either confident or broken.
·8 min read
How Does AI Reasoning Work, and How Can I Replicate It?
Most people using AI in 2025 are running a calculator that occasionally writes poetry.
·10 min read
How to Combine Human Intuition with AI Logic: A Practical Framework for Cognitive Partnership
In 2022, a study published in *Nature* found that radiologists working alongside AI diagnostic systems had a 11.5% lower error rate than either the AI alone or the radiologist alone - but only when the radiologist was allowed to override the AI's recommendation.
·9 min read
How to Recognize AI's Influence on Your Beliefs and Decisions
You're scrolling at 11pm. You weren't anxious an hour ago. Now you're certain the economy is collapsing, that a specific political figure is dangerous, that your career is stagnating compared to everyone else's. You didn't read a book. You didn't talk to anyone. You watched a feed that someone - som
·9 min read
How to Use AI for Mental Models and Frameworks (And Actually Get Smarter)
Most people who try to use AI for thinking end up with a smarter-sounding version of the same thinking they already had.
·9 min read
LLMs vs Reinforcement Learning Models: Which Actually Wins at Adaptive Thinking with AI?
**Large language models are the wrong tool for adaptive thinking - and we've been reaching for them anyway.**
·10 min read
Prompts for AI to Role-Play as a Philosopher or Thinker: What Actually Works
Most people using AI as a philosopher are wasting the prompt.
·9 min read
Prompts to Help AI Analyze My Thoughts Logically: A Field Guide to Thinking Out Loud
You're staring at a decision you've been circling for three weeks.
·8 min read
Prompts to Make AI Generate Multiple Perspectives (And Why Most People Get This Wrong)
A 2024 study from MIT's Computational Cognition Lab found that users who prompted AI with a single framing accepted the AI's first response as authoritative 78% of the time - even when the AI was demonstrably wrong.
·11 min read
Should Beginners Use Non-Reasoning vs Reasoning AI Models? When to Start with Structured Thinking Models
Seventy-three percent of new AI users report abandoning their first tool within two weeks.
·10 min read
Should You Switch to Reasoning Models Like o3 for Critical Thinking with AI?
You've heard the hype. You've probably tried o1 or o3 once or twice and thought - wait, is this thing actually *thinking*? And now you're wondering whether you should restructure how you use AI for anything that actually matters intellectually.
·9 min read
Should I Use AI Thinking Models for Coding Tasks? Recommendations for Models Like EXAONE Deep in Programming Reasoning
Are you staring at a difficult algorithm, wondering whether to reach for a reasoning model or just use whatever chat interface you already have open?
·10 min read
Should I Use Chain-of-Thought Prompting with AI Thinking Models? Is CoT Essential for Improving AI Reasoning Performance?
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
·9 min read
A Framework for Reasoning Step-by-Step with AI Help (That Actually Works)
Most people are using AI wrong for hard problems - and they know it.
·8 min read
Advanced Prompting Strategies for Reasoning: What Actually Works
Most people are prompting reasoning models the same way they prompt autocomplete systems.
·8 min read
What Are the Best Prompts for Brainstorming Ideas with AI?
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
·8 min read
What Is Chain-of-Thought Prompting and How Does It Work?
The model gets the wrong answer. You try again with the same question. Wrong again. Then you add six words - *"let's think through this step by step"* - and suddenly it's correct. Not kind of correct. Precisely, verifiably correct. Same model. Same question. Different prompt.
·11 min read
What Is Tree-of-Thoughts Prompting in AI? A Practical Guide to Deliberate Machine Reasoning
When researchers at Princeton tested GPT-4 on the Game of 24 - a math puzzle where you combine four numbers using basic arithmetic to reach 24 - the model solved it correctly about 4% of the time using standard prompting.
·8 min read
What Questions Should I Ask AI to Expand My Perspective? A Framework for Genuine Cognitive Expansion
A few months ago, a friend showed me his AI conversation history.
·10 min read
The AI Algorithm You Can Apply to Your Daily Decision-Making
You've probably wondered whether there's a smarter way to make decisions - not just in theory, but today, before lunch.
·8 min read
Why You Should Set Boundaries When Thinking With AI (And What Happens to Your Brain When You Don't)
Here's the claim most AI productivity writers won't make: using AI without deliberate constraints doesn't augment your thinking.
·2 min read
Thinking With AI vs Using AI: The Gap Nobody Talks About
95% of people use AI for tasks. The real value is in thinking with it. Here's the difference, and why it changes everything.