Macro Hive Conversations With Bilal Hafeez Ep. 375: Bilal on How to Use AI to Turbocharge Your Market Analysis
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Sep 11, 2026 Bilal Hafeez reveals his AI-powered workflow for financial market research. Explore the CLEAR prompting framework, turning recurring prompts into reusable skills, and using memory and feedback loops to improve results. Learn how co-work agents can automate research, while retrieval-augmented generation helps ground analysis in trusted, up-to-date sources.
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AI Turns Natural Language Into Coding Power
- AI democratizes programming by translating natural English into Python and lower-level code.
- This removes the need to learn computer languages before using machine learning or advanced econometrics.
Use CLEAR Prompts For Better Analysis
- Structure prompts with context, length and format, examples, step-by-step reasoning, and a defined persona.
- Bilal calls this the CLEAR framework for producing more useful market-analysis outputs.
Test Prompts Against Human Gold Standards
- Evaluate every important prompt against a human-produced gold standard before relying on it.
- Bilal summarizes three articles himself, compares the model's output, then refines the wording until it matches.