red sand

Adaptation Heuristics

When to adapt

  • Use adaptability to respond to unknowns
  • Use adaptability to simplify regulation
  • Adapt to improve capabilities and options
  • Adapt to situations that cannot be controlled
  • Adapt in uncertain or volatile situations when time is available
  • Open systems require more adaptation
  • Be careful when changing things that have been stable for long periods

Increase adaptability

  • Expand sensing and monitoring capabilities
  • Prioritize the speed of change over management of change
  • Match detection and adaption times to the frequency of the operating environment
  • Increase drivers of competition, obsolescence, and elimination
  • Increase the diversity of resources that flow into the system
  • Improve capabilities to use and access diverse resources
  • Build new partnerships, resources, and connections
  • Increase the size of the population
  • Increase the independence of system elements
  • Increase skills, experiences, and knowledge
  • Increase the gain on positive feedback loops
  • Increase diversity in information, perspectives, interpretations, heuristics, and mental models
  • Seek out and maintain low-cost options
  • Seek out novelty and new experience
  • Design for desired average and distribution of outcomes rather than a specific single outcome
  • Value connectedness over continuity
  • Accept higher error rates and variation
  • Add features that allow users to adjust, re-use, refit, convert, scale, or move products
  • Incentivize risk taking and experiment
  • Develop a growth mentality and belief in self determination
  • Fear of blame, criticism, and litigation can paralyze adaptability
  • Increase decentralization
  • Increase situation assessment

Decentralize

  • Implement decentralization by design, rather than philosophy
  • Focus on influence, constraint management, and coordination over command and control
  • Use more decentralization when facing high complexity, time pressure, and uncertainty
  • Support decentralized execution with centralized regulation
  • Place decision making capabilities close to areas of uncertainty
  • Carefully select and maintain a small number of core processes, rules, and priorities
  • Establish and enforce shared ethical and behavioral principles
  • State the principles and purposes behind objectives
  • Evaluate actions based on conformity to guiding principles
  • Ensure both costs and benefits impact decision-makers
  • Modify incentives or context to guide behavior
  • Place responsibility for rule enforcement and dispute resolution at lower levels
  • Provide regular feedback at lower levels
  • Build robust feedback mechanisms
  • Retain information at lower levels, but allow it to be accessed globally
  • Create mechanisms that average and aggregate results
  • Provide tools for planning, rather than controlling lower level planning
  • Develop mechanisms for controlling nonlinear dynamics
  • Design methods for predicting and influencing critical transitions
  • Increase information flow and decrease power differences
  • Increase discipline and self-accountability
  • Encourage face to face communication
  • Don’t wholly delegate critical functions
  • Emphasize the overall benefits of decentralization over the cost of occasional abuse

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