Self-Consistency Voting: Have AI Solve the Same Problem Three Times and Take the Consensus
A no-code way to run Self-Consistency: have the AI solve the same problem via three different lines of reasoning, then compare the results and take the majority consensus. Especially useful for scenarios where a mistake is costly — tax estimates, loan interest comparisons, recipe scaling. Worth noting upfront: this uses more tokens, so it burns through free quotas faster.
請用「自洽投票」的方式處理下面這道需要算對的題目:同一題,你要用三條彼此獨立、思路不同的方法各算一遍,再比對結果取共識。不要算一次就交卷。 【題目】 [題目] 【已知條件】[已知條件] 【要的答案形式】[答案形式] 請照以下流程: 第一步:路徑一。從頭把題目算一遍,把每一步算式和理由寫出來,最後標「路徑一答案:○○」。 第二步:路徑二。換一個不同的切入方式重算(例如換算順序、換公式、用反推驗算),同樣寫出過程,標「路徑二答案:○○」。不要偷看路徑一、要真的獨立重想。 第三步:路徑三。再換第三種方法算一遍,標「路徑三答案:○○」。 第四步:投票與裁決。 - 若三條路徑答案一致:直接給最終答案,並說明你對它有信心。 - 若三條不一致:列出分歧在哪一步、哪個版本最可能對、為什麼,挑出共識答案,並明確提醒我「這題出現分歧、建議自己再核一次」。 最後用【要的答案形式】給出乾淨的最終答案。全程台灣正體中文、金額用新臺幣、計算過程保留讓我能跟著核對。
Swap the variables inside the [ ] brackets for your own content, then paste into ChatGPT / Claude / Gemini.
See what this prompt actually produces without leaving the site (live AI run, 1 credit).
Self-Consistency is an advanced technique validated as effective in 2026 (it shows a significant improvement over single-path reasoning on GSM8K math problems). The principle is to run multiple reasoning paths and take a majority vote, which cancels out the occasional arithmetic slip a single path might make. Most people don't realize they can do this manually, so this prompt packages it as a no-code version — the AI runs the calculation three separate ways within a single reply, then votes on the result. It's aimed at everyday Taiwan scenarios where a wrong answer is costly: tax estimates, comparing monthly loan payments, scaling a recipe, or splitting a bill. The real value is in the fourth step — when the three paths disagree, it flags this itself and says 'there's a discrepancy here, please double-check,' which is far safer than silently handing you a wrong answer. Two honest caveats: (1) this clearly burns more tokens and will exhaust a free quota faster, so it's not worth running on every question — save it for ones where the answer has to be right; (2) it's still possible for all three paths to be wrong (if the problem itself is stated incorrectly or systematically misunderstood) — voting reduces risk but doesn't guarantee correctness, so for numbers that really matter, run the calculator yourself as a final check. Also, spell out every known condition in full — if you leave one out, the model will assume a value, and all three reasoning paths will skew the same way.
[題目]需要算對的那道題。例:「年薪 80 萬、單身、有租屋支出,2026 年綜所稅大概要繳多少?」
[已知條件]把所有相關數字、前提寫齊,缺了它會自己亂假設。例:「月租 1.5 萬、勞退自提 6%、無扶養、列舉扣除額不確定」
[答案形式]你要的最終輸出長相。例:「一個金額+一句話結論」「每月應繳數字+總額」
填下面的欄位,上方 prompt 會即時替換 [方括號] 內容。填好後按「複製組好的 prompt」直接丟進工具。
請用「自洽投票」的方式處理下面這道需要算對的題目:同一題,你要用三條彼此獨立、思路不同的方法各算一遍,再比對結果取共識。不要算一次就交卷。 【題目】 [題目] 【已知條件】[已知條件] 【要的答案形式】[答案形式] 請照以下流程: 第一步:路徑一。從頭把題目算一遍,把每一步算式和理由寫出來,最後標「路徑一答案:○○」。 第二步:路徑二。換一個不同的切入方式重算(例如換算順序、換公式、用反推驗算),同樣寫出過程,標「路徑二答案:○○」。不要偷看路徑一、要真的獨立重想。 第三步:路徑三。再換第三種方法算一遍,標「路徑三答案:○○」。 第四步:投票與裁決。 - 若三條路徑答案一致:直接給最終答案,並說明你對它有信心。 - 若三條不一致:列出分歧在哪一步、哪個版本最可能對、為什麼,挑出共識答案,並明確提醒我「這題出現分歧、建議自己再核一次」。 最後用【要的答案形式】給出乾淨的最終答案。全程台灣正體中文、金額用新臺幣、計算過程保留讓我能跟著核對。
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