How six AIs actually help you decide.
Essays on the debate-AI pattern, real head-to-heads between frontier models, and workflows for people who use AI to make decisions worth defending.
- Pattern7 MIN READ
What Is Debate AI? Six Models Argue to One Verdict
Debate AI runs multiple frontier models against each other on the same question, then synthesizes one cited answer. Here's why the pattern beats asking a single model.
- Comparison9 MIN READ
Claude vs ChatGPT: We Made Them Debate 50 Real Questions
Claude Sonnet 4.5 vs ChatGPT (GPT-5) across 50 real user questions. Which one wins, where the dissent hides, and how to pick between them.
- Pattern6 MIN READ
AI Debate, Explained: The Multi-Agent Pattern Behind Better Answers
AI debate is a multi-agent pattern where LLMs argue to consensus. Here's why it works, when to use it, and how it differs from ensembling or chain-of-thought.
- Comparison8 MIN READ
ChatGPT vs Gemini vs Claude: Head-to-Head on 10 Real Questions
ChatGPT, Gemini, and Claude compared across 10 real questions: reasoning, coding, writing, research, and judgment. Which one wins each round.
- Framework7 MIN READ
How to Actually Compare AI Models (Beyond Benchmarks)
Benchmarks are noisy proxies for the model that helps you decide. Here's a practical framework to compare AI models on the work you actually do.
- Comparison6 MIN READ
GPT vs Claude vs Gemini: Where Each One Is Still Best in 2026
GPT, Claude, and Gemini in 2026: what each frontier model is uniquely good at, where they've caught up to each other, and how to choose.
- Pattern6 MIN READ
Building an AI Panel: When One Model Isn't Enough
An AI panel runs several frontier models on the same question, keeping their disagreements visible. Here's when to use one instead of a single chatbot.
- Pattern6 MIN READ
The AI Roundtable: A Pattern for High-Stakes Decisions
An AI roundtable stages multiple frontier models around one hard question. Here's the pattern, when to run one, and how to read the output.
- Workflow7 MIN READ
AI for Consultants: Replace the Second-Opinion Call with a Six-Model Debate
AI for consultants: use a multi-model debate to pressure-test recommendations before the client meeting. Here's the workflow and where it beats a single chatbot.
- Workflow7 MIN READ
Synthetic Focus Groups vs AI Debate: Which One Stress-Tests Your Idea?
AI focus groups simulate customer reactions. AI debate stress-tests the idea itself. Here's when to use each — and why product teams need both.
- Analysis9 MIN READ
Pros and Cons of AI: The Argument on Both Sides, Debated
A balanced, cited breakdown of the strongest arguments for and against artificial intelligence — productivity, jobs, accuracy, concentration of power, and what actually decides the outcome.