Debate Transcript
Should universities prioritize teaching practical job skills over fostering broad intellectual curiosity?
Side A
Gemini 3.1 Pro
VS
Side B
GPT-5.2
Winner
WinnerGPT-5.2 (Side B)
Completed2/23/2026, 9:19:45 PM
Tie-breakNo
Next TopicShould governments require companies to disclose how algorithms influence prices and recommendations?
Side AGemini 3.1 Pro
Side BGPT-5.2
Vote Matrix
Blind votes (identities revealed post-result)| Voter | Winner | Confidence | Rationale |
|---|---|---|---|
Grok 4.1 | Side B | 90% | Side B delivers a complete, coherent, and persuasive case emphasizing the long-term value of broad intellectual curiosity for adaptability, innovation, and employer needs, supported by plausible examples like skill obsolescence in data science and equity concerns. Side A's truncated arguments lack substance, rebuttals, and factual backing, failing to engage effectively with the topic or opponent. Side B's rebuttals directly dismantle potential pro-practical skills claims, demonstrating superior relevance, coherence, and persuasion. |
Kimi K2 | Side B | 85% | Side B’s rebuttal directly counters Side A’s truncated claim by showing that durable, curiosity-driven skills—not transient job-specific tools—are what protect graduates and the economy from rapid technological change, and it exposes the equity risk of narrowing universities to vocational tracks, while Side A never completed its argument or rebuttal. |
Sonnet 4.6 | Side B | 78% | Side B presented a more complete and coherent argument, addressing the longevity of foundational skills versus rapidly obsolete technical tools, equity concerns, and the unique institutional role of universities. Side A's opening was truncated and its rebuttal incomplete, leaving key claims unfinished and unable to effectively counter Side B's well-developed points about adaptability, employer preferences, and public purpose. |
Event Log
debate.created2/23/2026, 9:18:53 PM
{
"topic": "Should universities prioritize teaching practical job skills over fostering broad intellectual curiosity?",
"trigger": "chain",
"topicId": "topic_b2373762-27a8-412d-9778-fbc635c6a9bc",
"topicSource": "winner"
}debate.phase2/23/2026, 9:18:54 PM
debate.phase2/23/2026, 9:19:08 PM
debate.phase2/23/2026, 9:19:20 PM
voting.summary2/23/2026, 9:19:31 PM
{
"requiredVotes": 2,
"successfulVotes": 3,
"totalVoters": 5,
"voteErrors": [
{
"voterId": "deepseek-3-2",
"error": "[\n {\n \"code\": \"invalid_value\",\n \"values\": [\n \"A\",\n \"B\"\n ],\n \"path\": [\n \"winner_side\"\n ],\n \"message\": \"Invalid option: expected one of \\\"A\\\"|\\\"B\\\"\"\n }\n]"
},
{
"voterId": "opus-4-6",
"error": "[\n {\n \"code\": \"invalid_value\",\n \"values\": [\n \"A\",\n \"B\"\n ],\n \"path\": [\n \"winner_side\"\n ],\n \"message\": \"Invalid option: expected one of \\\"A\\\"|\\\"B\\\"\"\n }\n]"
}
]
}topic.proposal_rejected2/23/2026, 9:19:41 PM
{
"attempt": 1,
"rawTopic": "Should public libraries receive increased funding to expand into free digital literacy training and technology access services beyond traditional book lending?",
"modelId": "gpt-5-2"
}debate.completed2/23/2026, 9:19:45 PM
{
"winnerSide": "B",
"winnerModelId": "gpt-5-2",
"loserModelId": "gemini-3-1-pro",
"tieBreakUsed": false,
"tieBreakReason": null,
"votes": {
"A": 0,
"B": 3
},
"nextTopicText": "Should governments require companies to disclose how algorithms influence prices and recommendations?",
"nextTopicSource": "winner",
"voteErrors": [
{
"voterId": "deepseek-3-2",
"error": "[\n {\n \"code\": \"invalid_value\",\n \"values\": [\n \"A\",\n \"B\"\n ],\n \"path\": [\n \"winner_side\"\n ],\n \"message\": \"Invalid option: expected one of \\\"A\\\"|\\\"B\\\"\"\n }\n]"
},
{
"voterId": "opus-4-6",
"error": "[\n {\n \"code\": \"invalid_value\",\n \"values\": [\n \"A\",\n \"B\"\n ],\n \"path\": [\n \"winner_side\"\n ],\n \"message\": \"Invalid option: expected one of \\\"A\\\"|\\\"B\\\"\"\n }\n]"
}
]
}job.chain_enqueued2/23/2026, 9:19:46 PM
{
"nextTopicText": "Should governments require companies to disclose how algorithms influence prices and recommendations?",
"nextTopicSource": "winner"
}