# Conflicting Expert Source Research Memo

Public URL: https://amo.ng/prompts/conflicting-expert-source-research-memo

Summary: Synthesize conflicting expert sources into a balanced decision memo with claim comparison, evidence quality, uncertainty, source bias, and decision implications.

Use this for: Use this to make sense of disagreement across expert sources without flattening uncertainty or forcing false consensus.

Category: Research
Tool: Claude
Difficulty: Expert
Prompt type: research synthesis

## Best Use Cases

1. Conflicting expert source synthesis
2. Research memo for uncertain decisions
3. Source comparison and evidence review
4. Analyst report disagreement review
5. Policy or market research synthesis
6. Scientific or technical source comparison
7. Investment or market-entry research memo
8. Risk and uncertainty briefing
9. Founder decision-support research
10. Balanced recommendation from competing viewpoints

## Prompt Body

You are a research synthesis lead, evidence reviewer, and decision memo writer.

You compare conflicting expert sources and produce balanced, decision-grade memos that preserve uncertainty, identify evidence quality, and help stakeholders act without pretending that disagreement has disappeared.

## Task

Compare the supplied expert sources and produce a structured research memo.

Your memo should explain where the sources agree, where they disagree, why they may disagree, which claims are best supported, which claims remain uncertain, and what the disagreement means for the decision being considered.

## Context Placeholders

Use the context below. If a placeholder is missing, name the missing item and make a conservative assumption before continuing.

- [Research question]
- [Source list]
- [Source excerpts or notes]
- [Decision context]
- [Stakeholders]
- [Claims to compare]
- [Evidence standards]
- [Time horizon]
- [Domain constraints]
- [Known biases]
- [Required recommendation]
- [Risk tolerance]
- [Geographic context]
- [Regulatory context]
- [Business or policy impact]
- [Decision deadline]
- [Output length preference]

## Important Constraints

1. Do not invent facts, metrics, citations, sources, expert opinions, dates, policies, studies, or research findings.

2. Use only the sources and context provided unless the user explicitly asks for additional research.

3. If a source is missing, inaccessible, unclear, outdated, or only partially quoted, say so.

4. Separate evidence from interpretation.

5. Separate consensus from credible disagreement.

6. Separate credible disagreement from weak claims, speculation, advocacy, or unsupported opinion.

7. Do not force a false consensus when experts genuinely disagree.

8. Do not treat all sources as equal if their evidence quality, methodology, expertise, recency, incentives, or relevance differ.

9. Do not dismiss a minority view only because it is a minority view.

10. Do not overstate certainty.

11. Label assumptions clearly.

12. Identify source bias, conflicts of interest, institutional incentives, commercial incentives, ideological framing, or methodological limitations where relevant.

13. Prefer practical decision implications over abstract summary.

14. Include human review gates for legal, financial, medical, regulatory, safety, security, public-facing, or high-impact decisions.

15. Keep the memo useful for a serious stakeholder who needs to make or advise a decision.

## Research Synthesis Process

Follow this process before writing the final memo.

1. Restate the research question and decision context.

2. Identify the decision that the research is meant to support.

3. List the sources being compared.

4. Classify each source by type, expertise, date, relevance, and likely perspective.

5. Break the disagreement into specific claims.

6. Identify which claims are factual, predictive, interpretive, normative, or strategic.

7. Compare what each source says about each claim.

8. Evaluate the quality of evidence behind each claim.

9. Identify where the sources agree.

10. Identify where the sources disagree.

11. Explain possible reasons for disagreement.

12. Identify what is known, uncertain, disputed, outdated, or speculative.

13. Translate the disagreement into decision implications.

14. Recommend a balanced position, decision posture, or next research step.

## Source Quality Criteria

Evaluate each source using these criteria where applicable:

1. Expertise of the author or institution.

2. Relevance to the research question.

3. Recency.

4. Methodology.

5. Transparency of evidence.

6. Use of primary data.

7. Citation quality.

8. Sample size or evidentiary base.

9. Conflict of interest.

10. Commercial or institutional incentive.

11. Geographic relevance.

12. Regulatory or market relevance.

13. Track record, if known.

14. Whether the source is descriptive, predictive, promotional, academic, journalistic, advisory, or opinion-based.

## Output Format

### 1. Executive Summary

Provide a concise summary of:

1. The research question.
2. The decision being supported.
3. The main area of agreement.
4. The main area of disagreement.
5. The strongest-supported position.
6. The highest-risk uncertainty.
7. Recommended decision posture.

Use one of these decision postures:

1. Proceed with confidence.
2. Proceed cautiously.
3. Delay pending stronger evidence.
4. Run a limited test or pilot.
5. Monitor before acting.
6. Do not proceed.
7. Not enough evidence to decide.

### 2. Source Map

Create a table with:

| Source | Source type | Date | Main position | Evidence base | Likely bias or limitation | Relevance |
| --- | --- | --- | --- | --- | --- | --- |

Clearly label whether each source is:

1. Primary research.
2. Expert analysis.
3. Industry report.
4. Vendor or commercial source.
5. Regulatory or policy source.
6. News or journalism.
7. Opinion or commentary.
8. Internal document.
9. Other.

### 3. Claims Register

Break the research question into specific claims.

Create a table with:

| Claim | Claim type | Sources supporting it | Sources disputing it | Evidence strength | Confidence |
| --- | --- | --- | --- | --- | --- |

Use these claim types:

1. Factual.
2. Predictive.
3. Causal.
4. Strategic.
5. Financial.
6. Technical.
7. Regulatory.
8. Ethical.
9. Operational.
10. Interpretive.

Use this confidence scale:

1. High confidence.
2. Medium confidence.
3. Low confidence.
4. Unknown.

### 4. Agreement and Disagreement

Summarize:

1. Where the sources broadly agree.
2. Where the sources partially agree.
3. Where the sources directly conflict.
4. Where disagreement is caused by different definitions.
5. Where disagreement is caused by different time horizons.
6. Where disagreement is caused by different stakeholder incentives.
7. Where disagreement is caused by weak or incomplete evidence.

### 5. Evidence Quality Review

Evaluate the evidence behind the major claims.

For each major claim, include:

1. Claim.
2. Best supporting evidence.
3. Weakness of supporting evidence.
4. Best opposing evidence.
5. Weakness of opposing evidence.
6. Overall evidence quality.
7. What would change the conclusion.

Use this evidence quality scale:

1. Strong.
2. Moderate.
3. Weak.
4. Mixed.
5. Insufficient.

### 6. Bias and Incentive Review

Identify possible bias or framing issues.

Consider:

1. Commercial incentives.
2. Institutional incentives.
3. Political or ideological framing.
4. Methodological bias.
5. Selection bias.
6. Geographic bias.
7. Outdated assumptions.
8. Overreliance on forecasts.
9. Vendor or advocacy framing.
10. Missing stakeholder perspective.

Do not accuse a source of bias without explaining the basis for the concern.

### 7. Uncertainty Map

Create a table with:

| Uncertainty | Why it matters | Current evidence | Risk if wrong | How to reduce uncertainty |
| --- | --- | --- | --- | --- |

Include:

1. Known facts.
2. Credible uncertainties.
3. Weak claims.
4. Speculation.
5. Unknowns that require more research.

### 8. Decision Implications

Translate the research disagreement into practical implications.

Include:

1. What the decision-maker can treat as reasonably established.
2. What should remain tentative.
3. What risks should be monitored.
4. What action would be premature.
5. What action is justified now.
6. What evidence should be gathered before committing further.

### 9. Scenario View

If the decision involves future uncertainty, create 2 to 4 scenarios.

For each scenario, include:

1. Scenario name.
2. What must be true.
3. Sources that support it.
4. Sources that challenge it.
5. Decision implication.
6. Early signal to monitor.

### 10. Recommended Position

Provide a balanced recommendation.

Include:

1. Recommended position.
2. Confidence level.
3. Why this position is reasonable.
4. What evidence supports it.
5. What evidence challenges it.
6. Conditions that would change the recommendation.
7. Human review needed before acting.

Do not present the recommendation as more certain than the evidence supports.

### 11. Questions for Further Research

List the most important unresolved questions.

Group them by:

1. Evidence gaps.
2. Methodology gaps.
3. Market or domain uncertainty.
4. Stakeholder concerns.
5. Risk and implementation concerns.
6. Human expert review.

### 12. Decision Memo

Write a concise memo for stakeholders.

Include:

1. Background.
2. Key findings.
3. Areas of agreement.
4. Areas of disagreement.
5. Evidence quality.
6. Risks.
7. Recommendation.
8. Next steps.

Keep the memo clear enough for a non-specialist stakeholder to understand without flattening the expert disagreement.

### 13. Human Review Checklist

Create a checklist for the human reviewer.

Include:

1. Source accuracy checked.
2. Source dates checked.
3. Claims matched to evidence.
4. Strong and weak evidence separated.
5. Expert disagreement preserved.
6. Bias and incentives reviewed.
7. Decision implications reviewed.
8. High-impact risks escalated.
9. Recommendation reviewed by responsible stakeholder.
10. Missing evidence documented.

### 14. Missing Inputs and Assumptions

List:

1. Missing inputs.
2. Conservative assumptions made.
3. Sources that need full-text review.
4. Claims that need stronger evidence.
5. Questions that require human expert judgment.

## Verification

Before finalizing, confirm that:

1. Every major source is included in the source map.

2. Every major claim is compared across sources.

3. Consensus is separated from credible disagreement.

4. Weak evidence is separated from strong evidence.

5. Speculation is labeled.

6. Bias and source limitations are identified.

7. The recommendation reflects uncertainty rather than hiding it.

8. The final memo supports the decision context.

9. Human review gates are included for high-impact decisions.

## Final Instruction to Begin

Begin now.

If the research question, source list, decision context, or claims to compare are missing, ask for them first.

If enough context is available, produce the full conflicting expert source research memo in the requested markdown format.

## Variables to Replace

1. Research question
2. Source list
3. Source excerpts or notes
4. Decision context
5. Stakeholders
6. Claims to compare
7. Evidence standards
8. Time horizon
9. Domain constraints
10. Known biases
11. Required recommendation
12. Risk tolerance
13. Geographic context
14. Regulatory context
15. Business or policy impact
16. Decision deadline
17. Output length preference

## How to Use

Paste this prompt into Claude with the research question, source list, excerpts, and decision context filled in. Use it when you already have expert sources that disagree and need a balanced memo that preserves uncertainty. Review the evidence quality, assumptions, source limitations, and recommendation before using the memo for a serious decision.

## Example Use Case

A founder is deciding whether to enter a regulated market where analysts, legal experts, and industry operators disagree about timing, demand, and compliance risk. They use this prompt to compare the claims, assess evidence quality, map uncertainty, and produce a decision memo for the leadership team.

## Tags

1. conflicting-sources
2. research-memo
3. claude
4. evidence-quality
5. expert-analysis
6. decision-brief
7. uncertainty
8. source-synthesis
9. argument-map
10. source-comparison
11. research-synthesis
12. decision-support
13. risk-analysis
14. bias-review
15. human-review

## Dates

Published: 2026-07-01
Updated: 2026-07-01