Sample work
Read the reasoning.
Not just the result.
Five recorded analyses show what happens when a proposition meets a serious opposing case. Open an example to compare the initial response, judge reasoning, and complete debate.
These are research examples, not personal advice. A panel vote records which argument persuaded those models; it does not establish the truth of a claim.
Education & opportunity
Is college worth the cost?
A single model response is compared with a three-judge debate. Read why the panel favored the opposing case.
Three judges · 3–0 againstTeams & productivity
When does remote work pay off?
The closest panel split in this collection. Compare the reasoning of the majority with the judges who disagreed.
Five judges · 3–2 againstTechnology & risk
Does openness make AI safer?
Four judges favored the opposing argument; one dissented. Inspect both the debate and the reasons for that dissent.
Five judges · 4–1 againstInvestment thesis
Bitcoin or gold as a store of value?
A familiar investment question, argued from both sides. Follow the claims that survived challenge, and check them yourself.
Five judges · 4–1 againstHousehold finance
Buy a home, or keep renting?
Six debates explored the same proposition. The opposing case won four; the complete set shows the variation between runs.
Six debates · 4–2 againstNow your question
The right analysis starts with your decision.
We work directly with you on the scope, evidence, and deliverable. Tell us what you are deciding and what would make the work useful.