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title: Incentive Asymmetry Map description: This MicroSim visualizes the structural incentive imbalance in the quantum computing ecosystem. For each type of stakeholder, two bars extend from the center: a red bar pointing left shows the image: /sims/incentive-asymmetry-map/incentive-asymmetry-map.png og:image: /sims/incentive-asymmetry-map/incentive-asymmetry-map.png

Incentive Asymmetry Map

This MicroSim visualizes the structural incentive imbalance in the quantum computing ecosystem. For each type of stakeholder, two bars extend from the center: a red bar pointing left shows the strength of incentives to hype quantum computing, while a green bar pointing right shows the strength of incentives for honesty and critical evaluation.

The resulting "tug of war" pattern makes the asymmetry immediately visible. Nearly every actor in the ecosystem has strong financial incentives to promote quantum computing and weak incentives for honest assessment. The sole exception is independent skeptics, who have no financial stake and face career penalties for speaking out.

Incentive Asymmetry Map MicroSim

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Hover over any row to see detailed explanations of why each stakeholder group is incentivized toward hype or honesty. Notice that startups and venture capitalists have the most extreme asymmetry, while researchers have some counter-incentive through scientific reputation.

Key Takeaways

  • Startups have the most extreme asymmetry: exaggerated claims are a survival necessity, while credibility is a distant concern.
  • VCs and Media both benefit financially from optimistic narratives, with weak structural incentives for accuracy.
  • Researchers face a moderate tension: grants reward optimism, but scientific reputation provides some check on overclaiming.
  • Government programs face minimal accountability for speculative technology investments.
  • Skeptics are the only group with zero financial incentive to hype and strong motivation for honest assessment, yet they bear career risks for their position.