[태그:] decision making

  • The Conditions for Cooperation Through Game Theory: Why Society Does Not Collapse Even When Betrayal Looks Advantageous

    The hardest moments in working with others often come when you feel the other person might betray you. If both sides trust each other, both can benefit. But if only one side keeps the promise, that side loses. That is why we often ask, “Am I the only one being foolish?”

    The extended EBS program Hobby Is Science explains this familiar anxiety through game theory. Professor Choi Jung-kyu uses the language of economics and evolutionary science to show why human societies have created cooperation even in situations where betrayal appears profitable. The key is not goodwill alone. Repetition, reputation, the possibility of retaliation, institutions, and rules for handling free riders must work together.

    Original Korean article

    A scene explaining what game theory is
    A scene explaining what game theory is

    Game Theory Is a Tool for Choices Involving Other People

    Game theory is not a problem you calculate alone. Your own choice matters, but you also have to anticipate what the other person will choose. That is why game theory is used in economics, politics, biology, and psychology. It can explain not only human choices but also animal survival strategies and conflicts between states.

    The video begins with a scene in which participants choose between split and take all for a reward of one million won. If both choose split, they share peacefully. If only one chooses take all, that person takes everything. If both choose take all, nobody gets anything. It is very simple, but it reveals the tension between trust and betrayal.

    A scene explaining the choice between splitting and taking all
    A scene explaining the choice between splitting and taking all

    The Prisoner’s Dilemma: Each Person Is Rational, Yet the Result Gets Worse

    The prisoner’s dilemma is uncomfortable not because humans are irrational. It is uncomfortable because the more each person calculates their own interest, the closer the group can move toward a bad result. If you cannot be sure the other side will cooperate, betrayal can look like a fairly safe choice.

    But if everyone thinks that way, cooperation disappears. A choice that is rational for the individual becomes harmful for the group as a whole. Competition between departments, price wars, public resource use, and information sharing inside organizations often resemble this structure.

    A scene explaining the prisoner’s dilemma
    A scene explaining the prisoner’s dilemma

    The Tragedy of the Commons: Everyone Can Work Hard and Still Fail Together

    The tragedy of the commons is even more everyday. If each person releases more cattle onto a shared pasture, the individual gains. But if everyone acts the same way, the pasture is destroyed. Nobody may have malicious intent, yet the result becomes the worst possible outcome.

    This concept does not explain only environmental problems. Similar situations occur inside organizations. Someone who uses too much meeting time, someone who does not maintain shared documents, or someone who only consumes the team’s trust is also wearing down a kind of commons. Cooperation cannot be maintained by goodwill alone. Rules are needed for managing shared resources.

    A scene explaining the tragedy of the commons
    A scene explaining the tragedy of the commons

    Tit-for-Tat: Cooperation Is Not Naivety, but Generosity with Memory

    The core idea in the latter part of the video is the tit-for-tat strategy. Tit-for-tat begins by cooperating, and after that it responds according to the other side’s previous action. If the other side cooperates, I cooperate. If the other side defects, I respond with defection next time. But if the other side returns to cooperation, I also return to cooperation.

    This strategy is interesting because it is simple. It shows goodwill first. It does not ignore betrayal. But it also does not seek revenge forever. A cooperative society needs this balance. If you are only nice, you are exploited; if you only suspect others, no relationship lasts long.

    A scene explaining tit-for-tat and repeated games
    A scene explaining tit-for-tat and repeated games

    Five Conditions That Create a Cooperative Society

    • A structure where people meet repeatedly is needed, rather than one-off encounters.
    • Reputations should remain for those who keep promises and those who break them.
    • Betrayal should carry a cost, but there should also be a chance to recover.
    • Rules for using shared resources must be clear.
    • Institutions must not leave free riders unattended.

    Cooperation does not appear automatically just because many kind people gather. We must create a structure in which good people can endure. Game theory may look like cold calculation, but in practice it helps us design better communities.

    A scene summarizing the conditions for building a cooperative society
    A scene summarizing the conditions for building a cooperative society

    The Message This Video Gives to Work and Organizations

    When cooperation collapses in an organization, people blame personalities: “That person is selfish” or “Our team has no culture of collaboration.” Of course, individual attitudes matter. But game theory asks one step further: is the current structure rewarding betrayal?

    If performance is evaluated only at the individual level, information sharing decreases. If the cost of failure is too high, nobody tries first. If responsibility is vague but rewards are competitive, people move defensively. If you want cooperation, you need to change the rules of the game more than the slogans.

    Related Reading

    FAQ

    What is game theory?

    Game theory is a tool for analyzing situations where another person’s choice affects your outcome. It began in economics but is widely used in politics, biology, psychology, and organizational management.

    Why is the prisoner’s dilemma important?

    It shows that choices rational for each individual can create bad outcomes for the whole. It helps us see cooperation failure as a structural problem, not only a personality problem.

    Does the tragedy of the commons apply only to environmental issues?

    No. It applies to any situation involving shared resources. Organizational time, trust, information, and shared documents can also collapse like a commons if they are not managed.

    What does tit-for-tat mean?

    It is a strategy that cooperates first and then responds according to what the other side did immediately before. It answers cooperation with cooperation and betrayal with betrayal, but returns to cooperation when the other side comes back.

    What is needed to build a cooperative organization?

    Repeated relationships, reputation, clear rules, costs for betrayal, and opportunities for recovery are needed together. Rather than simply demanding good intentions, it is important to create a structure where cooperation is not a loss.

    References

  • Your Teammate May Not Be Slow: The Difference Between Method and Speed That Leaders Miss

    # Your Teammate May Not Be Slow: The Difference Between Method and Speed That Leaders Miss

    “Why are you so slow?”

    It is one of the easiest things for a leader to say. But it is not always the right diagnosis. The teammate may not be slow; the leader may be reading the problem incorrectly.

    Imagine cooking ramen. The leader says, “Make ramen quickly.” The teammate puts the noodles in first. The leader immediately says, “Why did you put the noodles first? The seasoning should go in first.”

    The issue here is not speed. It is method: noodles first or seasoning first, how much water, what texture is desired. If the leader only says “faster,” the teammate is confused. Should they move faster, change the sequence, or ask for the standard again?

    The small metaphor shows a core leadership point: do not interpret a difference in method as a difference in speed.

    ## The first problem leaders miss: there may be no shared standard

    When work differs from expectations, leaders often see only the result: late, insufficient, frustrating. So they press for speed. But the teammate may not know what to prioritize, whether the output is a draft or final version, what quality is enough, whose opinion must be reflected, or whether it is safe to ask again after a failed attempt.

    In that situation, “do it quickly” hides the real problem. People move faster, but not in the direction the leader wanted, and rework grows.

    ## Situational leadership: different people need different leadership

    Situational leadership argues that effective leaders do not insist on one style. They adjust directing, coaching, supporting, and delegating based on task difficulty, skill, and confidence.

    A beginner cooking ramen needs concrete sequence, water amount, heat level, and timing. “Just do it quickly” is close to neglect. A skilled person, however, may not need micromanagement about seasoning order. They need outcome standards and autonomy.

    A good leader asks: “Does this person need pressure for speed, explanation of method, alignment on standards, or delegated authority?”

    ## Transformational leadership: people move longer for meaning than speed

    Transformational leadership connects people to purpose and vision. “Make ramen quickly” is a task instruction. “We have five minutes before the meeting, so speed matters more than taste” explains purpose. “This is for a guest, so texture and broth matter even if it takes one more minute” shares a standard.

    When purpose changes, the right method changes. In organizations, if leaders do not explain purpose, people defend methods. When purpose is shared, methods can be discussed.

    ## Servant leadership: remove blockers before blaming people

    Servant leadership sees leaders as people who help others grow and perform. The better question before “Why couldn’t you do it?” is “What is blocking you?”

    • Was the necessary information available?
    • Was the decision-maker clear?
    • Were tools and materials ready?
    • Were priorities conflicting?
    • Was there room to ask questions midway?

    A leader who pushes people can create momentary speed. A leader who removes obstacles improves the quality of the next execution.

    ## Psychological safety: teams get faster when people can speak

    Psychological safety is the belief that questions, concerns, mistakes, and dissent can be voiced without punishment or humiliation. Fast teams need this safety.

    People should be able to say, “I thought putting noodles in first was better, and here is why,” or “If seasoning first was the standard, I wish I had known at the start.” Teams that can have this conversation learn quickly. Teams that cannot speak quietly repeat the same mistakes.

    ## Decision leadership: if nobody knows who decides, everyone slows down

    Repeated speed problems often come from unclear decision roles. Frameworks such as Atlassian’s DACI separate driver, approver, contributor, and informed parties.

    Even ramen has roles: who cooks, who defines taste, who eats, and who decides it is good enough. In work, unclear authority creates safe choices, late approvals, and rework.

    ## In the AI era, faster creation requires more precise questions

    AI tools make drafts, summaries, reports, code, images, and slides faster. But faster creation does not guarantee good outcomes. “Do it quickly with AI” sounds powerful, but it demands more judgment from leaders.

    • Which 60–80 point work can AI handle?
    • Which 20–40 point judgment must remain human?
    • What is the quality standard?
    • How will sources and results be verified?
    • Who has final responsibility?

    ## Five questions good leaders ask first

    • Purpose: is speed, quality, or learning most important?
    • Method: what problem is this method trying to solve?
    • Standard: what counts as done and good enough?
    • Role: who decides, advises, and executes?
    • Obstacle: is the blocker willpower, tools, information, authority, or standards?

    ## Related reading

    ## Conclusion: leadership aligns judgment before it raises speed

    Cooking ramen quickly and deciding how ramen should be cooked are different problems. Teamwork is the same. If leaders mistake method differences for speed differences, teammates may move faster without making better judgments.

    Good leaders do not deny speed. They ask about purpose first, discuss method, align standards, define roles, and remove blockers. Then the team does not merely move faster; it starts moving in the same direction.

    ## FAQ
    ### How can I tell whether a teammate is slow or simply using a different method?
    If goals and standards are clear and time still stretches, it may be speed. If goals, sequence, roles, or quality standards are unclear, treat it first as a method problem.
    ### Is it wrong for leaders to say “do it quickly”?
    No, but they should also explain why speed matters, what level is enough, and what may be omitted.
    ### How does situational leadership connect to this metaphor?
    Beginners may need concrete methods; experienced people may need standards and delegated authority.
    ### Why is this more important in the AI era?
    AI can create fast drafts, but without purpose and criteria those drafts create faster confusion. Leaders must design judgment standards and verification loops.
    ## References

    Original Korean article