task file · MethodKit with Competencies
Moving fast

Research
to dive deep or to do research
AI is getting capable here quickly. This is where the pressure on the craft is climbing fastest.
AI research agents are advancing fast at gathering and synthesizing sources. Verifying and judging the sources is the human guard.
the evidence: the generative frontier is where the pressure is highest now →
Fields where this task is under pressure
// dossiers that list research among the work AI now does well
Skills that shield it
// future skills that keep a person valuable around this task
AI literacy
understand how ai would affect us, for better or worse
Critical thinking
reasoning independently, informed by evidence
Curiosity
seeking to find out more & learn how things work
Responsibility & ethics
acting for the benefit of society at large
Complexity
handling complexity or distilling it into simplicity
Professions built on it
// job titles whose weekly mix features research