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Irreversible Failure Reverses the Value of Information

Nicholas H. Kirk

TL;DR

This paper shows that in dynamic games with hidden states and absorbing failure, greater information precision can increase the likelihood of irreversible collapse when equilibria operate at the viability boundary. It introduces a limit-viability criterion and models opacity as Blackwell garbling, demonstrating that survival values become locally concave in beliefs near failure cliffs. Consequently, strategic opacity—choosing a less informative information structure—can be the optimal means to sustain equilibria, even when all agents update Bayes-fully. The results imply that irreversibility generates an endogenous demand for opacity, with implications for default, revolts, and institutional fragility where information control can be a primitive stability mechanism.

Abstract

We study dynamic games with hidden states and absorbing failure, where belief-driven actions can trigger irreversible collapse. In such environments, equilibria that sustain activity generically operate at the boundary of viability. We show that this geometry endogenously reverses the value of information: greater informational precision increases the probability of collapse on every finite horizon. We formalize this mechanism through a limit-viability criterion, and model opacity as a strategic choice of the information structure via Blackwell garbling. When failure is absorbing, survival values become locally concave in beliefs, implying that transparency destroys equilibrium viability while sufficient opacity restores it. In an extended game where agents choose the information structure ex ante, strictly positive opacity is necessary for equilibrium survival. The results identify irreversible failure--not coordination, misspecification, or ambiguity--as a primitive force generating an endogenous demand for opacity in dynamic games.

Irreversible Failure Reverses the Value of Information

TL;DR

This paper shows that in dynamic games with hidden states and absorbing failure, greater information precision can increase the likelihood of irreversible collapse when equilibria operate at the viability boundary. It introduces a limit-viability criterion and models opacity as Blackwell garbling, demonstrating that survival values become locally concave in beliefs near failure cliffs. Consequently, strategic opacity—choosing a less informative information structure—can be the optimal means to sustain equilibria, even when all agents update Bayes-fully. The results imply that irreversibility generates an endogenous demand for opacity, with implications for default, revolts, and institutional fragility where information control can be a primitive stability mechanism.

Abstract

We study dynamic games with hidden states and absorbing failure, where belief-driven actions can trigger irreversible collapse. In such environments, equilibria that sustain activity generically operate at the boundary of viability. We show that this geometry endogenously reverses the value of information: greater informational precision increases the probability of collapse on every finite horizon. We formalize this mechanism through a limit-viability criterion, and model opacity as a strategic choice of the information structure via Blackwell garbling. When failure is absorbing, survival values become locally concave in beliefs, implying that transparency destroys equilibrium viability while sufficient opacity restores it. In an extended game where agents choose the information structure ex ante, strictly positive opacity is necessary for equilibrium survival. The results identify irreversible failure--not coordination, misspecification, or ambiguity--as a primitive force generating an endogenous demand for opacity in dynamic games.
Paper Structure (32 sections, 6 theorems, 38 equations, 1 table)

This paper contains 32 sections, 6 theorems, 38 equations, 1 table.

Key Result

Proposition 1

Fix $(\sigma,T)$ and suppose Definition def:weaponized holds. Let $\pi$ be any distribution over posteriors with mean $b$ (i.e. $\int \mu\, d\pi(\mu)=b$). Then for all $b\in\mathcal{N}$, with strict inequality for non-degenerate $\pi$ supported in $\mathcal{N}$.

Theorems & Definitions (22)

  • Remark 1: Opacity versus falsification
  • Definition 1: Limit Viability
  • Definition 2: Weaponized Information
  • Remark 2: Fragility from noise versus fragility from precision
  • Remark 3: Geometry of the cliff
  • Proposition 1: Negative value of information under local concavity
  • proof : Sketch
  • Lemma 1: Absorbing failure generates local concavity
  • proof : Sketch
  • Remark 4: No static analogue
  • ...and 12 more