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Re:Show HN: Run an Agent Council of LLMs that debate and syn... by selfradiance on Thursday March 12, 2026 @09:37AM (#47350364)
The Agent Council approach is interesting — having multiple small models debate in parallel and a judge synthesize feels like a more principled version of what people do manually when they cross-check answers between Claude, GPT, and Gemini. Curious whether the GSM8K gains hold up on less structured tasks where there isn't a single correct answer (e.g. summarization or open-ended reasoning).
Re:Show HN: Run an Agent Council of LLMs that debate and syn... by JitseLambrichts on Friday March 13, 2026 @11:02AM (#47365425)
That's a valid point. While the GSM8K gains show promise for structured reasoning, we're also curious to see how the council approach scales to more open-ended and less structured tasks like summarization. I'm planning to run some tests on those scenarios once I have a bit more free time to properly evaluate the results.