task file · MethodKit with Competencies
Machine territory
See pattern
to recognize patterns
AI already does this well for most everyday cases. The task itself is largely automatable.
Recognizing patterns in data is the literal definition of machine learning. This is machine ground.
Fields where this task is under pressure
// dossiers that list see pattern among the work AI now does well
StatisticsAgricultureEnvironmentBiologyChemistryEcologyAstronomyGeographyGeologyMathematicsPhysicsGeneticsTechnology & HardwareArtificial IntelligenceHealth & CareIndustryMechanicsMedicinePsychologyRoboticsSportsArchaeologyHistory of IdeasLinguisticsBehavioral ScienceFuture StudiesSociologyCultureFashionMusicEconomyEquity & EqualityRegional PlanningPolitical ScienceCrime & Security
Skills that shield it
// future skills that keep a person valuable around this task
Data
collecting, interpreting & processing of stats & info
Pattern recognition
figuring out the meaning of an ambiguous situation
Systems thinking
seeing patterns & creating models to handle complexity
Critical thinking
reasoning independently, informed by evidence
Complexity
handling complexity or distilling it into simplicity
Professions built on it
// job titles whose weekly mix features see pattern