Better questions

AI is most useful when the user asks precise questions. Instead of asking whether an asset will go up, ask what macro variables matter, what assumptions are being made, what invalidates the thesis, and what evidence would change the view.

Scenario work

Market research improves when scenarios are explicit. AI can help compare a bullish case, a bearish case, and a neutral case. It can also help identify what each scenario would need to see from price, liquidity, sentiment, breadth, and risk conditions.

Verification

AI output should be checked against market data, source material, and clear definitions. It can summarize, organize, and challenge. It should not be treated as an authority or a personalized recommendation.

Useful workflow: define the question, list assumptions, compare scenarios, identify invalidation, then document what changed.

Limits

AI can be wrong, incomplete, outdated, or overly confident. It can also reinforce weak assumptions when prompts are vague. The disciplined user treats AI as a research assistant, not a decision maker.

Eidara uses AI-assisted tools to help members structure market thinking with more clarity and less emotional reaction.