Can you solve the fantasy election riddle? - Dennis E. Shasha

1,661,115 views ・ 2021-03-25

TED-Ed


請雙擊下方英文字幕播放視頻。

譯者: Lilian Chiu 審譯者: Helen Chang
00:06
After much debate, the fantasy realm you call home
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經過大量辯論,
你的家園夢幻王國認定
00:10
has decided dragon jousting may not be the best way to choose its leaders,
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龍上槍術比賽可能不是 選出領袖的最佳方式,
00:15
and has begun transitioning to democracy.
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並開始朝向民主改革。
00:18
The candidates are a giant orange troll and an experienced tree statesman.
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候選人包括一個橘色巨怪
和一位有經驗的樹政治家。
00:24
An all-powerful eyebrow has hired your company— The Dormor Polling Agency—
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全能的眉毛僱用了你的公司——
多魔民調機構——
00:30
to survey the citizens of the land and predict who will win.
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對全國公民進行調查,預測誰會贏。
00:33
There’s a lot riding on this:
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這件事攸關生死:
00:36
if you get it wrong, heads— well, your head—
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如果你預測錯了,人頭—— 嗯,你的頭——
00:39
will quite literally roll.
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真的就會落地。
00:41
Your job is to go from door to door,
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你的工作是要挨家挨戶拜訪,
00:44
asking voters whether they prefer the troll or the treefellow
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問選民他們比較偏好巨怪或樹人,
00:48
and to use the results to project how the election will go.
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並用這些資料來預測選舉的結果。
00:53
Your fellow citizens want you to succeed and would tell you the truth...
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你的同胞都希望你成功,
因此會告訴你實話…… 但有一個問題。
00:57
but there’s a problem.
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00:59
Few are willing to admit they support the troll
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很少有人會肯承認他們支持巨怪,
01:02
on account of his controversial life choices.
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因為巨怪的人生選擇十分爭議。
01:06
If you were to ask a troll supporter who she'll vote for,
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如果你去問巨怪支持者會投給誰,
01:09
there’s a good chance that she’ll claim to support the treeman,
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很有可能她會宣稱她支持樹人,
01:13
skewing your results.
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讓你的結果有偏差。
01:16
You’re about to begin your rounds when a stranger offers you some cryptic advice:
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就在你即將開始巡訪時,
一個陌生人給你神秘的建議:
01:21
“Here’s the question that will save your neck: what have you got in your pocket?”
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「這個問題可以保住你的頭顱:
你的口袋裡有什麼?」
01:27
You reach into your pocket and pull out... a silver coin,
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你把手伸進口袋,拿出了……
一個硬銀幣,
01:31
which has the current king’s head on one side and his tail on the other.
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一面是現任國王的頭像,
另一面是他的尾巴。
01:37
How can you use it to conduct an accurate poll?
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你要如何用這個銀幣 來進行準確的民調?
01:40
Pause here to figure it out yourself. Answer in 3
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若要自行解題,請在此暫停。 答案即將公佈:三。
01:43
Answer in 2
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答案即將公佈:二。
01:46
Answer in 1
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答案即將公佈:一。
01:48
The trick here is to use the coin to add random chance
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這裡的密訣,
是用銀幣在你的互動中 增加一個隨機的可能性,
01:52
to your interaction that will give troll supporters deniability.
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讓支持巨怪的人可以做出否認。
01:57
In other words, you’re looking for a system where when someone says “troll,”
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換言之,
你想設計這樣的系統: 當對方說「巨怪」時,
02:01
it could either be because the coin somehow told them to,
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可能是因為銀幣要他們說巨怪,
02:05
or because they actually support the troll—
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或者因為他們真的支持巨怪——
02:08
and you’d have no way to tell the difference.
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而你分不出兩者的差別。
02:12
You’ll also need to know how frequently the coin skewed the results,
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你也需要知道
銀幣讓結果偏差的頻率,
02:16
so you can account for it in your calculations.
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這樣你在計算時才能一併考量進去。
02:20
One solution is to have every pollee go into their house and flip the coin.
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一種解決方案是請每位受訪者
進到他們的房子裡去擲硬幣。
02:27
If it lands heads, they should tell you “troll,”
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如果是正面,他們就要 告訴你「巨怪」,
02:30
whether or not they actually support him.
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不論他們實際上是否支持巨怪。
02:32
If it lands tails, they should tell you their actual preference.
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如果是反面,
他們就要告訴你他們真正支持誰。
02:37
Here’s what happens:
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實際經過如下:
02:39
you poll 200 voters, and 130 say they’ll vote for the troll.
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你調查了兩百位選民,
其中一百三十位說他們會投給巨怪。
02:44
For about 50%, or 100 of them, the coin will have landed heads.
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大約 50% 的人,或大約一百人,
會擲出正面。
02:49
So you can subtract 100 troll votes off his total,
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所以你可以把巨怪的 總票數減掉一百票,
02:53
and know the troll’s real support is 30 to 70, and he’s very likely to lose.
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真正支持巨怪的 有三十票,對手七十票,
巨怪非常可能會輸。
03:00
The election comes around, but before the results can be certified
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選舉開始進行,
但在結果能被證實之前,
03:04
a third party candidate swoops in and burns the treefellow to a crisp.
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第三方候選人突然襲擊,
將樹人燒成鬆脆的焦木。
03:10
The freshly signed and deeply flawed constitution mandates that this challenger
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根據才剛簽署且滿是瑕疵的憲法,
03:15
gets to take his victim’s place in a new election.
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這位挑戰者可以在新選舉中 取代他的受害者。
03:19
The Dormor Polling Agency sends you back out on the streets with your trusty coin.
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多魔民調機構要你帶著 你那可靠的硬幣再次回到街頭。
03:24
Only this time no one is comfortable admitting their preference:
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不過這一次,
沒有人願意承認他們支持誰:
03:29
supporting the troll is still shameful,
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支持巨怪仍然是件可恥的事,
03:31
and nobody wants to express support of a dragon who murdered his way into the race.
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也沒有人會想表示自己支持
靠謀殺進入選戰的龍。
03:38
But your job is your job. How do you conduct an accurate poll now?
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但,你的工作還是要做。
現在,你要如何進行準確的民調?
03:42
Pause here to figure it out for yourself. Answer in 3
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自行解題,請在此暫停。 答案即將公佈:三。
03:45
Answer in 2
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答案即將公佈:二。
03:48
Answer in 1
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答案即將公佈:一。
03:52
This time, instead of masking just one candidate preference,
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這次,不能只掩飾 對一位候選人的支持。
03:56
you need some way to disguise both.
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你得想辦法偽裝 對兩位候選人的支持。
03:58
At the same time, you also need to leave space for some portion of the people
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同時,
你還得保留些空間, 因為有部分人會在民調中
04:03
polled to express their true preference.
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表達出他們真正的支持意願。
04:06
But a coin toss only has two possible outcomes... right?
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但擲硬幣只會有兩種結果……對吧?
04:12
Suppose you have everyone flip the coin twice—
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假設你讓每個人都擲兩次硬幣——
04:16
now there are four possible results.
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現在就有四種可能結果了。
04:19
You can tell the people who flip heads twice in a row
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你可以告訴兩次都擲出正面的人,
04:23
to report support for the troll;
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回報說他們支持巨怪;
04:25
those who get tails twice in a row to report dragon;
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兩次都擲出反面的人,回報支持龍;
04:29
and those with any other combination to declare their true preference.
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擲出剩下其他組合的人
要說出真正支持的對象。
04:35
The chances of getting either two heads or two tails in a row
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連續擲出兩次正面或兩次反面的機率
04:39
are 50% times 50%— or 25%.
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是 50% 乘以 50%,
即 25%。
04:44
Subtracting that proportion of the total respondents
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把每位候選人的總票數
04:47
from each candidate’s score should give you something close
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減掉這個比例的人數,
應該就可以得出近似 真實情況的選票分佈。
04:51
to the real distribution.
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04:53
This time, 105 respondents announced themselves in favor of the troll
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這次,有一百零五位受訪者
說他們支持巨怪,
04:59
and 95 for the dragon.
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九十五位支持龍。
05:01
Out of the total, the coin will make 25%
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硬幣會讓總人數中 25% 的人
05:04
or 50 respond troll and another 50 respond dragon.
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或者五十個人必須回答巨怪,
另外五十人回答龍。
05:10
Subtracting 50 from each result reveals that voters seem to prefer the troll
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把每位候選人的總票數減掉五十,
顯示選民似乎比較支持巨怪,
05:15
by a margin of about 55 to 45.
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比數為五十五比四十五。
05:19
It’s close, but as predicted, the troll wins the election,
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票數很接近,但如預測,
巨怪贏了選戰。
05:23
and you live to poll another day.
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你則沒有送命,可以繼續做民調。
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