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More Than You Know: Finding Financial Wisdom in Unconventional Places · 13 of 13
More Than You Know: Finding Financial Wisdom in Unconventional Places
Entrepreneurship MEDIUM

Strategy as Simple Rules and Fitness Landscapes

fitness-landscapes simple-rules game-theory tit-for-tat strategic-adaptation

Key Principle

Strategy in complex systems cannot be a fixed long-range plan. It must operate through a small set of hard-and-fast simple rules that produce adaptive behavior without requiring prediction. These rules play out across fitness landscapes — conceptual maps where height represents value-creation potential — and the correct adaptation strategy depends on matching your "jump length" to the landscape type. Meanwhile, repeated competitive interactions reward cooperation over aggression: tit-for-tat dominates iterated games because it is optimistic, retaliatory, and forgiving.

Why This Matters

Investors and managers face three linked errors: (1) building elaborate strategic plans that assume predictability, (2) penalizing short-term performance dips that may signal ascent toward a higher fitness peak, and (3) treating each competitive cycle as a one-shot game, leading to value- destroying capacity wars and price cuts. Simple rules resolve the short-term vs. long-term tension — managers make correct near-term decisions while long-term value emerges as a byproduct. Fitness landscapes explain why temporary deterioration can be strategic. Game-theoretic awareness separates managements that preserve industry economics from those that destroy them.

Good Examples

  • Tiger Woods (Ch. 23): After winning the 1997 Masters by 12 strokes, Woods deliberately deconstructed his swing, winning only 1 Tour event over 18 months. Payoff: 10 of 14 events won in 1999, and all four majors held simultaneously by 2001. He descended from a local peak to reach a higher one.

  • Sydney newspaper war (Ch. 26): The Sun and Daily Mirror cooperated on pricing for 30 years. In 1975 the Sun raised its price; the Mirror held, capturing circulation. The Sun waited four years to retaliate — a delay that allowed sustained value extraction. Speed of retaliation matters more than severity.

  • Pandolfini's chess champions (Ch. 22): Champions share three behaviors: don't look too far ahead, develop options and continuously revise, and know your competition. These map directly to simple-rules strategy in business.

Counterpoints

  • Chess is zero-sum with defined rules; business is non-zero-sum with unspecified tenure. The chess analogy illuminates decision heuristics but breaks down on cooperation dynamics and open-ended time horizons.

  • Tit-for-tat requires clear inter-firm signals, sufficient industry concentration, and willingness to absorb short-term retaliation costs. In fragmented industries with ambiguous signaling, cooperative equilibria collapse even when both sides prefer them.

  • Simple rules risk oversimplification. Young companies typically have too few rules, mature ones too many. The prescription is two to seven rules spanning five types: how-to, boundary, priority, timing, and exit.

Key Quotes

"Strategy in complex systems must resemble strategy in board games. You develop a small and useful tree of options that is continuously revised based on the arrangement of pieces and the actions of your opponent." — John H. Holland (Ch. 22)

"Companies that embrace simple rules can manage both for the next quarter and the next quarter century." (Ch. 22)

"Winning is not always the barometer of getting better." — Tiger Woods (Ch. 23)

"What the Prisoner's Dilemma captures so well is the tension between the advantages of selfishness in the short run versus the need to elicit cooperation from the other player to be successful over the longer run." — Robert Axelrod (Ch. 26)

"If you're thinking about building a new paper facility, you're going to base your decision on some assumptions about economic growth . . . What we never seem to factor in, however, is the response of our competitors." — CFO of a leading multinational paper company (Ch. 26)

Rules of Thumb

  1. Match jump length to landscape type — Incremental improvement suits stable landscapes; discontinuous leaps suit roiling ones. Mismatching destroys value.
  2. Two to seven simple rules — Enough to define direction without constraining adaptation. Audit whether your organization has too few or too many.
  3. Tolerate strategic valleys — Short-term performance dips during deliberate transformation may signal ascent, not deterioration. Investigate before penalizing.
  4. Retaliate quickly, not severely — In repeated competitive games, speed of response deters defection more effectively than magnitude of punishment.
  5. Cooperate first — Tit-for-tat's optimism, immediacy, and forgiveness outperform aggressive strategies in iterated interactions.
  6. Build corporate memory — Without institutional recall of prior competitive cycles, each peak is treated as novel and one-shot logic prevails.

Related References

  • core-framework.md — consilience and CAS foundations underlying these concepts
  • process-and-expected-value.md — decision process discipline that complements simple rules
  • diversity-and-markets.md — agent heterogeneity and market efficiency