<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Prisoner's Dilemma on kenji.blog</title><link>http://kenji.blog/en/tags/prisoners-dilemma/</link><description>Recent content in Prisoner's Dilemma on kenji.blog</description><generator>Hugo -- gohugo.io</generator><language>en</language><copyright>kenjinote</copyright><lastBuildDate>Thu, 10 Sep 2026 03:00:00 +0900</lastBuildDate><atom:link href="http://kenji.blog/en/tags/prisoners-dilemma/index.xml" rel="self" type="application/rss+xml"/><item><title>The Prisoner's Dilemma: Why Do We Make Choices Where "Everyone Loses"?</title><link>http://kenji.blog/en/p/prisoners-dilemma/</link><pubDate>Thu, 10 Sep 2026 03:00:00 +0900</pubDate><guid>http://kenji.blog/en/p/prisoners-dilemma/</guid><description>&lt;img src="http://kenji.blog/p/prisoners-dilemma/img/prisoners_dilemma.jpg" alt="Featured image of post The Prisoner's Dilemma: Why Do We Make Choices Where "Everyone Loses"?" />&lt;h2 id="1-the-ultimate-choice-remain-silent-or-betray">1. The Ultimate Choice: Remain Silent or Betray?
&lt;/h2>&lt;p>You and your accomplice friend have been caught by the police on suspicion of a certain crime.
The two of you are placed in separate interrogation rooms and cannot communicate with each other at all.&lt;/p>
&lt;p>Because the police have not fully solidified the evidence, the prosecutor offers each of you and your friend the following &amp;ldquo;plea bargain&amp;rdquo;.&lt;/p>
&lt;ol>
&lt;li>&lt;strong>If both &amp;ldquo;remain silent (cooperate)&amp;rdquo;:&lt;/strong> Due to insufficient evidence, both of you will only get &lt;strong>1 year in prison&lt;/strong>.&lt;/li>
&lt;li>&lt;strong>If you &amp;ldquo;confess (betray)&amp;rdquo; and your friend &amp;ldquo;remains silent&amp;rdquo;:&lt;/strong> You, who cooperated with the investigation, will be &lt;strong>found not guilty (immediate release)&lt;/strong>, but your friend will take all the blame and get &lt;strong>10 years in prison&lt;/strong>. (And vice versa)&lt;/li>
&lt;li>&lt;strong>If both &amp;ldquo;confess (betray)&amp;rdquo;:&lt;/strong> Since both admitted to the crime, the sentence is slightly reduced and both get &lt;strong>5 years in prison&lt;/strong>.&lt;/li>
&lt;/ol>
&lt;p>Now, what would you do? Will you &amp;ldquo;remain silent (cooperate)&amp;rdquo;? Or will you &amp;ldquo;confess (betray)&amp;rdquo;?&lt;/p>
&lt;hr>
&lt;h2 id="2-analysis-using-a-payoff-matrix">2. Analysis Using a Payoff Matrix
&lt;/h2>&lt;p>Let&amp;rsquo;s organize this situation into a &amp;ldquo;payoff matrix&amp;rdquo; used in game theory.
The numbers in the squares represent (your prison years, your friend&amp;rsquo;s prison years). A minus indicates a loss (prison years).&lt;/p>
&lt;table>
&lt;thead>
&lt;tr>
&lt;th style="text-align:left">You \ Friend&lt;/th>
&lt;th style="text-align:center">Remain Silent (Cooperate)&lt;/th>
&lt;th style="text-align:center">Confess (Betray)&lt;/th>
&lt;/tr>
&lt;/thead>
&lt;tbody>
&lt;tr>
&lt;td style="text-align:left">&lt;strong>Remain Silent (Cooperate)&lt;/strong>&lt;/td>
&lt;td style="text-align:center">(-1, -1)&lt;/td>
&lt;td style="text-align:center">(-10, 0)&lt;/td>
&lt;/tr>
&lt;tr>
&lt;td style="text-align:left">&lt;strong>Confess (Betray)&lt;/strong>&lt;/td>
&lt;td style="text-align:center">(0, -10)&lt;/td>
&lt;td style="text-align:center">(-5, -5)&lt;/td>
&lt;/tr>
&lt;/tbody>
&lt;/table>
&lt;p>Viewed objectively, the optimal action the two should take is clear.
&lt;strong>If both &amp;ldquo;remain silent&amp;rdquo;, the total sentence is only 2 years (-1 and -1).&lt;/strong> This is the &amp;ldquo;Pareto optimal&amp;rdquo; state that maximizes the overall benefit.&lt;/p>
&lt;p>However, if you are a &amp;ldquo;rational human being trying to maximize only your own benefit&amp;rdquo;, a completely different conclusion is drawn.&lt;/p>
&lt;hr>
&lt;h2 id="3-why-is-betrayal-a-rational-choice">3. Why Is &amp;ldquo;Betrayal&amp;rdquo; a Rational Choice?
&lt;/h2>&lt;p>Let&amp;rsquo;s follow the thought process of deciding your own action by predicting the action of your &amp;ldquo;friend&amp;rdquo; in the other room.&lt;/p>
&lt;p>&lt;strong>Case 1: If you predict your friend will &amp;ldquo;remain silent&amp;rdquo;&lt;/strong>&lt;/p>
&lt;ul>
&lt;li>If you also &amp;ldquo;remain silent&amp;rdquo;, 1 year in prison.&lt;/li>
&lt;li>If you &amp;ldquo;confess&amp;rdquo;, not guilty (immediate release).
$\rightarrow$ Being not guilty is better, so &lt;strong>&amp;ldquo;confess (betray)&amp;rdquo;&lt;/strong> is optimal.&lt;/li>
&lt;/ul>
&lt;p>&lt;strong>Case 2: If you predict your friend will &amp;ldquo;confess&amp;rdquo;&lt;/strong>&lt;/p>
&lt;ul>
&lt;li>If you also &amp;ldquo;remain silent&amp;rdquo;, 10 years in prison.&lt;/li>
&lt;li>If you &amp;ldquo;confess&amp;rdquo;, 5 years in prison.
$\rightarrow$ 5 years in prison is better, so again, &lt;strong>&amp;ldquo;confess (betray)&amp;rdquo;&lt;/strong> is optimal.&lt;/li>
&lt;/ul>
&lt;p>Have you noticed? No matter what action the other person takes, &lt;strong>&amp;ldquo;confessing (betraying)&amp;rdquo; is always more advantageous for you&lt;/strong>.
In game theory, this is called a &lt;strong>&amp;ldquo;dominant strategy&amp;rdquo;&lt;/strong>.&lt;/p>
&lt;p>Your friend is placed in exactly the same situation and thinks rationally in exactly the same way, so &amp;ldquo;confessing&amp;rdquo; also becomes the dominant strategy for your friend.&lt;/p>
&lt;p>As a result, the two rational thinkers will always both choose to &amp;ldquo;confess (betray)&amp;rdquo;.
The resulting outcome is &lt;strong>5 years in prison for both (-5, -5)&lt;/strong>, which is nearly the worst outcome overall. Even though cooperating (remaining silent) would have resulted in only 1 year in prison, pursuing individual rationality leads to mutual loss.&lt;/p>
&lt;div class="mermaid">graph TD
Start["Start of Choice"] --> Logic_You["Your Rational Thinking"]
Start --> Logic_Friend["Friend's Rational Thinking"]
Logic_You -->|If the other is silent, confessing is better&lt;br>If the other confesses, confessing is better| Betray_You["You choose to confess (betray)"]
Logic_Friend -->|If the other is silent, confessing is better&lt;br>If the other confesses, confessing is better| Betray_Friend["Friend chooses to confess (betray)"]
Betray_You --> Result["Result: Both confess (-5, -5)"]
Betray_Friend --> Result
Ideal["Ideal: Both remain silent (-1, -1)"] -.->|Individual rationality blocks&lt;br>reaching this| Result
style Result fill:#ff9999,stroke:#333,stroke-width:2px
style Ideal fill:#99ff99,stroke:#333,stroke-width:2px&lt;/div>
&lt;p>This state, &amp;ldquo;where neither has an incentive to change strategy as a result of predicting the other&amp;rsquo;s action (nothing more can be done)&amp;rdquo;, is called a &lt;strong>&amp;ldquo;Nash Equilibrium&amp;rdquo;&lt;/strong>, named after the master of game theory, John Nash.&lt;/p>
&lt;p>The most terrifying point of the Prisoner&amp;rsquo;s Dilemma lies in the fact that &lt;strong>&amp;ldquo;Pareto optimal (the best result for the whole)&amp;rdquo; and &amp;ldquo;Nash equilibrium (the end point of individual rationality)&amp;rdquo; do not coincide&lt;/strong>.&lt;/p>
&lt;hr>
&lt;h2 id="4-the-prisoners-dilemma-hidden-in-everyday-society">4. The &amp;ldquo;Prisoner&amp;rsquo;s Dilemma&amp;rdquo; Hidden in Everyday Society
&lt;/h2>&lt;p>The Prisoner&amp;rsquo;s Dilemma is not just a quiz. Many problems occurring in our society can be explained by this mathematical model.&lt;/p>
&lt;h3 id="1-price-competition-price-war">1. Price Competition (Price War)
&lt;/h3>&lt;p>Two rival companies are selling a similar product for 1000 yen.
If both companies keep the 1000 yen price (cooperate), both can gain high profits.
However, succumbing to the temptation to &amp;ldquo;make it slightly cheaper than the competitor (betray) and monopolize customers&amp;rdquo;, both companies start a price war. As a result, the product becomes 500 yen, and both companies suffer without making a profit (mutual betrayal).&lt;/p>
&lt;h3 id="2-environmental-issues-and-greenhouse-gases">2. Environmental Issues and Greenhouse Gases
&lt;/h3>&lt;p>Countries around the world promise to &amp;ldquo;reduce CO2 emissions (cooperate)&amp;rdquo;. This is the optimal solution for the entire Earth.
However, if only one&amp;rsquo;s own country &amp;ldquo;ignores emission limits and operates factories (betrayal)&amp;rdquo;, only its own economy can grow rapidly. Conversely, if other countries betray but one&amp;rsquo;s own country strictly follows the rules, only one&amp;rsquo;s own country will suffer a huge economic loss.
As a result, every country fears being outsmarted and chooses to betray, and the global environment is destroyed.&lt;/p>
&lt;h3 id="3-doping-problems-in-sports">3. Doping Problems in Sports
&lt;/h3>&lt;p>Ideally, all athletes should refrain from doping (cooperate).
However, due to paranoia that &amp;ldquo;the opponent might be doping&amp;rdquo; or the temptation that &amp;ldquo;I can win if I am the only one doping&amp;rdquo;, they choose doping (betrayal). As a result, they fall into the worst situation where everyone competes full of drugs while ruining their health.&lt;/p>
&lt;hr>
&lt;h2 id="5-is-there-a-solution-the-tit-for-tat-strategy">5. Is There a Solution? The &amp;ldquo;Tit for Tat&amp;rdquo; Strategy
&lt;/h2>&lt;p>In a single transaction, &amp;ldquo;betrayal&amp;rdquo; always becomes the rational choice.
However, when this becomes a &amp;ldquo;game repeated over and over with the same opponent (Iterated Prisoner&amp;rsquo;s Dilemma)&amp;rdquo;, the situation changes dramatically.&lt;/p>
&lt;p>In the 1980s, political scientist Robert Axelrod held a tournament matching up computers programmed with various strategies.
Among complex strategies gathered from scholars around the world, such as &amp;ldquo;Always Betray&amp;rdquo;, &amp;ldquo;Betray Randomly&amp;rdquo;, and &amp;ldquo;Forgive the Opponent&amp;rdquo;, the one that won with an overwhelming score was the simplest &lt;strong>&amp;ldquo;Tit for Tat&amp;rdquo;&lt;/strong> strategy.&lt;/p>
&lt;p>The rules of the Tit for Tat strategy are just these:&lt;/p>
&lt;ol>
&lt;li>&lt;strong>Always &amp;ldquo;cooperate&amp;rdquo; on the first move.&lt;/strong>&lt;/li>
&lt;li>&lt;strong>From the next move onwards, just copy &amp;ldquo;the action the opponent took&amp;rdquo; in the previous move.&lt;/strong>
&lt;ul>
&lt;li>If the opponent cooperated last time, cooperate this time.&lt;/li>
&lt;li>If the opponent betrayed last time, retaliate by betraying this time.&lt;/li>
&lt;/ul>
&lt;/li>
&lt;/ol>
&lt;p>This strategy is strong because it has four characteristics: &amp;ldquo;Never betray first (Nice)&amp;rdquo;, &amp;ldquo;Immediately punish when betrayed (Retaliatory)&amp;rdquo;, &amp;ldquo;Immediately forgive if the opponent changes their attitude (Forgiving)&amp;rdquo;, and &amp;ldquo;Simple structure that is easy for the opponent to understand (Clear)&amp;rdquo;.&lt;/p>
&lt;div class="mermaid">graph LR
Start["1st Time: Cooperate unconditionally"] --> Round2
Round2["Observe opponent's action"] -->|Opponent cooperated| Act_Coop["Cooperate as well"]
Round2 -->|Opponent betrayed| Act_Betray["Betray as well (Retaliate)"]
Act_Coop --> Round2
Act_Betray -->|If opponent repents&lt;br>and returns to cooperation| Act_Coop&lt;/div>
&lt;p>In human relationships and international society as well, if a long-term relationship is assumed, by sharing a rule like the &amp;ldquo;Tit for Tat&amp;rdquo; strategy—&lt;strong>&amp;ldquo;basically cooperate, but penalize betrayal&amp;rdquo;&lt;/strong>—we can overcome the prisoner&amp;rsquo;s dilemma and build cooperative relationships.&lt;/p>
&lt;h2 id="6-conclusion-the-value-of-trust-taught-by-mathematics">6. Conclusion: The Value of &amp;ldquo;Trust&amp;rdquo; Taught by Mathematics
&lt;/h2>&lt;p>The Prisoner&amp;rsquo;s Dilemma mathematically proved that &amp;ldquo;human selfish rationality&amp;rdquo; can sometimes plunge the entire society into the depths of misery.
The individual rationality of &amp;ldquo;wanting to be the only one who profits&amp;rdquo; or &amp;ldquo;not wanting to be outsmarted&amp;rdquo; ultimately invites a result (Nash equilibrium) that strangles one&amp;rsquo;s own neck.&lt;/p>
&lt;p>At the same time, however, game theory also teaches us that as long as the condition of &amp;ldquo;the relationship continuing long-term&amp;rdquo; is met, &lt;strong>&amp;ldquo;trusting and cooperating with each other&amp;rdquo; is the most rational strategy that ultimately maximizes one&amp;rsquo;s own profit as well&lt;/strong>.&lt;/p>
&lt;p>The next time you wonder, &amp;ldquo;Should I cheat just a little bit for myself?&amp;rdquo;, try to remember this payoff matrix of the Prisoner&amp;rsquo;s Dilemma. Pursuing immediate profit through &amp;ldquo;rational betrayal&amp;rdquo; might be the most irrational choice in the long run.&lt;/p></description></item></channel></rss>