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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