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AI · BRIEFS

An AI Crypto Research Brief: Sources, Timestamps and Contrary Evidence

A research brief is useful if someone else can check it. Sources, timestamps and contrary evidence make it checkable.

By ChartsPod Editorial Team · Reviewed by ChartsPod Research
Published · Updated · 5 min read

Short answer

An AI crypto research brief should have: a one-line question, the market and time window, a data section with values, units, timestamps and sources, an interpretation section clearly separated from data, contrary evidence that weakens the interpretation, an invalidation condition, a list of missing or uncertain data, and a 'not financial advice' line. Ask the agent to follow this structure and to mark anything it could not verify.

Structure

SectionContents
QuestionOne line
ScopeMarket, venue, window, UTC time
DataValues, units, timestamps, sources
InterpretationReasoning from data
Contrary evidenceWhat argues against it
InvalidationSpecific condition
GapsMissing/uncertain data
Brief layoutBrief layout: Question + scope — what and where; Data — sourced, timestamped; Interpretation — separate from data; Contrary + invalidation — how it could be wrong; Gaps — what's unknown.Question + scopewhat and whereDatasourced, timestampedInterpretationseparate from dataContrary + invalidationhow it could be wrongGapswhat's unknown
Readers should see data before opinions. Original ChartsPod editorial graphic.

Why contrary evidence matters

A brief that lists only supporting data invites confirmation bias. Requiring at least two contrary points forces the agent (and you) to look at the other side.

One-sided vs balanced briefOne-sided vs balanced brief. Left, One-sided: Only supporting data; Confident tone; Hard to falsify; Invites confirmation bias. Right, Balanced: Supporting and contrary data; Confidence matched to evidence; Clear invalidation; Easier to review later.ONE-SIDEDOnly supporting dataConfident toneHard to falsifyInvites confirmation biasBALANCEDSupporting and contrary dataConfidence matched to evidenceClear invalidationEasier to review later
Balanced briefs are easier to check and learn from. Original ChartsPod editorial graphic.

Prompt

Illustrative: 'Write a research brief on ETH perp positioning on venue A over the last 24h. Sections: question, scope, data (values, units, UTC timestamps, tool calls), interpretation, at least two contrary points, invalidation, missing data. No buy/sell recommendation.'

Brief quality checkBrief quality check: Every number sourced and timestamped; Interpretation separate; Two+ contrary points; Specific invalidation; Gaps listed.BRIEF QUALITY CHECKEvery number sourced and timestampedInterpretation separateTwo+ contrary pointsSpecific invalidationGaps listed
Reject briefs that skip a section. Original ChartsPod editorial graphic.

Conclusion

Related: AI Crypto Analysis With Live Data: What Evidence Should Be Included?, ChartsPod AI Prompts: Ask for Invalidation, Not a Buy-or-Sell Verdict, CPI and FOMC Crypto Risk: Build Scenarios Before the Release.

Structure AI research briefs with sourced data, separate interpretation, contrary evidence, invalidation and gaps.

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Review An AI Crypto Research Brief with bar replay before using it live.

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Questions readers ask

What should an AI research brief include?

Scope, sourced data, interpretation, contrary evidence, invalidation and gaps.

Why separate data from interpretation?

So readers can check facts independently.

Should briefs give buy/sell calls?

Better not; give evidence and invalidation.

Sources and methodology

ChartsPod's AI agent (69 tools, visible tool calls, bring-your-own-key, no trading) and MCP endpoint were checked on its public pages on 17 October 2026. Prompt examples are illustrative templates; outputs vary by model and data.

  1. ChartsPod: product overview, pricing and FAQ — free terminal, venues, modules, no order placement; checked 17 Oct 2026.
  2. ChartsPod documentation — guides for order flow, derivatives, alerts, backtests, journal and workspaces.

This article explains research tools and workflows. It is not financial advice, does not recommend buying or selling any asset and does not predict prices. Crypto derivatives carry a risk of rapid and total loss of margin.

CHARTSPOD EDITORIAL EDITION · RESEARCH AND EDUCATION ONLY · NOT FINANCIAL ADVICE.