AI Fluency Framework Foundations

AI Fluency** = yIntaj {AI} systems-vaD effective, efficient, ethical, safe collaboration

AI Fluency** - {practical skills}, {knowledge}, {insights}, je {values} - QaPla' {AI systems} je nuq'a' effective, efficient, ethical, safe

{AI Fluency}** = QaPla' way'cha' effective, efficient, ethical, safe way

{Generative AI} 'oH Qapla'pu'bogh SuvwI' - ghItlhwI' chu' je, not analysis-only systems

{Generative AI} chu' content luSamlaH - text, images, code - data analyze neH 'e' wIjatlhbe'

Delegation** 'oH: nuq SoH jatlhlaH, nuq {AI} jatlhlaH, nuq tIq'a' Hom Hom. Qapla'!

Qapla' wa'DIch: Suq'a' SuvwI'pu'** - Suq'a' {project} 'e' yIjatlhbe'chugh, SuvwI'pu' Hoch yIjatlh. {Medium-sized} 'ej {multi-step} 'e' yIjatlh. wa'DIch poH wa'maH loS {minutes} pagh wa'maH loS {minutes} yIjatlh.

Description** - QaPla'! Prompt-writing-vam 'a' loQ law'. Collaborative environment-vam yIchenmoH. AI-wIj je SoH je Qapla'taHvIS.

{Prompt engineering}** = Qapla'pu'bogh ghItlhDI' AI-pu'vaD. GhItlh poH, SaQ tlhIngan Hol je.

Discernment** - QaPla' yIjatlhbe'chugh, AI outputs je processes je behaviors yIjatlh. Description-nak QaPla' 'oH.

{Description}** - qapla'! SuvwI'pu' neH pagh. Qapla'! Product, Process, Performance - wa'DIch, cha'DIch, wej'DIch. Specificity, guidance, collaboration expectations - Hoch necessary.

Diligence** - {AI} systems-vaD responsibility-pu' je ethical safety-pu' nIH. Effectiveness-pu' je efficiency-pu' qapla'be' - honor-pu' je safety-pu' required.

{AI Fluency}** - Pon farq'a, loQ pagh Qapla'! Cha'logh practice-Daq ghaH, pagh poH wa'DIch.

Qapla' Competency Assessment**: SoH'a' 4D competencies-Daq proficiency level-mey rating yIjatlh (novice, developing, confident). Strengths-mey je growth areas-mey document yIjatlh.