Complex Adaptive Systems
Systems composed of many interacting agents that adapt their behavior based on their interactions and environment
People, books, and breakthrough ideas—connected to the mental models and moves you can use.
3,456 entries
Systems composed of many interacting agents that adapt their behavior based on their interactions and environment
Stuart Kauffman's concept from evolutionary biology applied to organizational and technical systems: beyond a critical threshold of interconnection and interdependency, adding more components or connections decreases rat…
Most grief—even intense, prolonged grief—is normal and resolves without clinical intervention
One level below mechanisms: the physical or procedural parts a mechanism is assembled from. Ask what pieces have to exist for the mechanism to run at all. Pieces are things you buy, install, or schedule, not outcomes you want.
Build the shorthand so its pieces snap together by rule. Define a small set of symbols and modifiers, then let combinations carry meaning you never defined separately, so a new case reuses old parts instead of needing a new symbol.
Compound interest—earning returns on previous returns—extends far beyond finance
Compounding applies each period's proportional change to the accumulated base
James Fries' compressed morbidity hypothesis (1980) proposes that the ideal aging trajectory compresses illness and disability into the shortest possible period before death, rather than extending the total lifespan
Computation carries exact calculation, search, simulation, and monitoring at speed and scale no human matches.
The design principle of reducing the cognitive burden on others in your communications and interfaces—making it easy for people to respond, decide, and act by doing the computational work for them
Let a tool calculate, sort, reconcile, or compare using explicit inputs and criteria.
Ask where the costs land. Benefits often spread thinly across everyone while the price is paid repeatedly by one small, identifiable group. Averaging divides that concentrated cost across the whole population and makes it vanish.
Though often conflated, concentration (samadhi) and mindfulness (sati) are distinct attentional skills that serve different functions and require different training
The handmade version. You draw the boxes and invent the linking phrases as you go, which is why it works while you are still learning something: the phrase you cannot write is the part you do not understand yet. Loose in shape, often nearly a tree, and best kept small enough that every sentence on it still gets read out loud.
The opposite failure of the abstraction trap: making decisions at too concrete a level, where focus on specific details prevents seeing the larger pattern, strategic context, or systemic implications
Keeps the quantity exactly and changes its clothing, so a number you can only say becomes a thing you can picture.
A mapping from observable states to different actions or target levels instead of one fixed reference for all conditions.
A product-development heuristic that relates investment in speed and quality to evidence about both the importance of a problem and the suitability of a solution
A confidence interval is produced by a procedure with a specified repeated-sampling coverage rate under its assumptions
Confidence-Building Measures are incremental, often reciprocal steps that adversaries take to reduce the risk of misunderstanding, miscalculation, or surprise attack
Configuration management (CM) is the discipline of tracking and controlling the exact state of a system — knowing precisely what components are installed, in what versions, with what settings, at any point in time
The paradoxical pattern where avoiding conflict to preserve harmony actually destroys the relationship
The Conflict Avoidance Trap describes the paradox where avoiding small, manageable conflicts leads to larger, unmanageable ones
A pre-agreed set of rules for how to fight fairly, established BEFORE conflict arises