How does CueCrux handle conflicting sources?

One of the most dangerous things an AI tool can do is silently blend conflicting information into a single confident-sounding answer. If Source A says the deadline is 30 days and Source B says it is 60 days, you need to know about that disagreement. An AI that averages them to 45 days or picks one without telling you is actively making your decision-making worse. CueCrux is designed to surface conflicts explicitly rather than hiding them.

Conflict detection happens automatically during the search process, regardless of which search mode you are using. As CueCrux gathers evidence from multiple sources, it compares the claims being assembled and checks for contradictions. The comparison is not just string matching. CueCrux understands semantic relationships, so it can detect when two sources express conflicting positions even if they use different wording.

When a conflict is detected, CueCrux presents it clearly in the answer. Instead of a single blended statement, you see something like a structured disagreement. The answer shows what Source A claims with its evidence and receipt, what Source B claims with its evidence and receipt, and an assessment of possible reasons for the disagreement. Those reasons might include different jurisdictions, different time periods, different definitions, different levels of authority, or one source being more recent than the other.

This conflict presentation is enormously valuable because it mirrors how good researchers actually work. A skilled analyst does not just find one source and report what it says. They look for multiple perspectives, note where sources agree and disagree, and assess which sources are most credible or applicable to the specific situation. CueCrux automates this critical step.

The depth of conflict analysis varies by search mode. In quick mode, CueCrux will flag obvious contradictions but may not perform deep analysis of why they exist. In verified mode, conflicts are identified and presented with basic contextual analysis. In audit mode, CueCrux performs a thorough conflict investigation, checking whether the disagreement stems from temporal differences, which source is older, jurisdictional differences, definitional differences, or differences in the authority level of the sources.

CueCrux does not tell you which side of a conflict is correct. That is a judgment call that depends on your specific context, and it would be irresponsible for an AI tool to make it for you. Instead, CueCrux gives you the evidence from each side and the contextual information you need to make an informed decision. If one source is a primary regulatory text and the other is a secondary commentary, CueCrux notes that distinction. If one source is more recent, that is noted too. But the final judgment is yours.

For team workspaces, conflict resolution can be documented directly in the answer. If you review a conflict, decide which interpretation applies to your situation, and want to record that decision for your team, CueCrux provides annotation tools. You can add a note explaining why you chose one interpretation over another, and that annotation becomes part of the answer's audit trail.

Conflict analysis is particularly important in several domains. Legal research frequently involves conflicting interpretations of statutes, regulations, and case law. Financial analysis often involves conflicting data from different sources or different methodologies. Healthcare guidelines from different organisations or countries may disagree. Policy research almost always involves competing perspectives. In all these domains, knowing about conflicts is not a nice-to-have. It is essential to doing good work.

The receipt system ensures that conflicts are documented with full traceability. Each side of a conflict comes with its own receipt chain, so you can verify both positions independently. If you share a CueCrux answer that contains a conflict, the recipient can see both sides and the evidence for each, making the answer more useful and more honest than a single blended conclusion would be.

Some AI tools treat conflicts as a problem to be solved by picking the most likely answer. CueCrux treats conflicts as information to be surfaced. The real world is full of genuine disagreements, ambiguities, and uncertainties. A tool that pretends otherwise is not trustworthy. A tool that shows you the disagreements and helps you navigate them is genuinely useful.