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AI prediction, explained honestly
Guides, playbooks, and deep dives on scenario prediction and multi-agent simulation — how it works, how accurate it really is, and how to use it for decisions that matter.
Start here — the guides
What Is MiroFish? The Complete Guide to AI Prediction Simulation
MiroFish is an AI prediction platform that runs multi-agent simulations to forecast how real-world scenarios unfold. Learn how it works, what it predicts, and how to run your first prediction.
AI Scenario Prediction: The Complete 2026 Guide
Everything about AI scenario prediction: how it works, how it compares to traditional forecasting, where it shines, and how teams use simulated stakeholders to test decisions before making them.
Go deeper
How to Use MiroFish Online — No Installation, No API Keys
Want to try MiroFish without cloning the repo, configuring Python, or paying for LLM API keys? Here is exactly what self-hosting involves — and how to run your first multi-agent prediction in the browser in under two minutes.
How to Predict a Product Launch Outcome with AI (Playbook)
A step-by-step playbook for simulating your product launch before you ship: what to include in the scenario, how to read the report, and how to turn predicted risks into launch-plan changes.
How Accurate Are AI Predictions? Reading Confidence Scores Honestly
What accuracy means for scenario predictions, how to read probability and confidence scores, where AI simulations are strong, where they fail, and how to use them responsibly.
AI Prediction vs Traditional Forecasting: What Actually Changed
Statistical forecasting, expert judgment, and AI simulation solve different problems. A clear-eyed comparison of strengths, failure modes, and when to use each approach.
How to Write a Prediction Prompt: 7 Rules That Transform Your Reports
The difference between a vague and a sharp prediction report is the prompt. Seven concrete rules — with before/after examples — for writing scenario prompts that produce actionable AI predictions.
10 Practical Use Cases for AI Prediction (With Example Prompts)
Ten concrete ways teams use AI scenario prediction: product launches, pricing changes, PR crises, content strategy, hiring, market entry and more — each with a copy-paste example prompt.
Multi-Agent Simulation Explained: How AI Agents Predict Real-World Outcomes
A plain-English walkthrough of multi-agent simulation: what AI agents are, how simulation rounds work, why emergent behavior matters, and how the technique produces predictions.
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