AI adoption in HRPrompt engineering / communication with AILearning and development
"Your AI don't know you from nowhere. And you're doing what to your AI? You're assuming."
What it was about
AI is not a substitute for human intelligence but a partner that amplifies human creativity and productivity; using it responsibly requires intentional mindset, clear communication, and a personal framework (MHAI) applied to learning, growth, and talent mobility.
By the numbers
80% turnover
Approximate turnover rate on construction trades once a project was completed
two to four paychecks (settled on three)
Audience-cited research estimate for how many paychecks before money stops being a motivating factor
four legal cases currently in courts, including one in Germany and one in Florida
Ongoing litigation over AI discrimination in hiring practices and ownership/use of AI-generated information
Key notes
Build a Learning Development Plan document (strengths, struggles, impact, target audience narrative) and upload it to your AI tool to generate tailored, structured training content instead of vague prompts.
Be explicit and unambiguous when prompting AI. The goal of communication is mutual understanding, and AI 'doesn't know you from nowhere' — unclear inputs produce junk outputs.
Never include your organization's name or employees' names in AI prompts or uploaded documents to protect confidential and proprietary information.
The contrarian takeConvenience tools like AI-assisted research and writing can psychologically erode critical thinking skills over time. The very efficiency AI provides may leave professionals unable to perform the underlying work when the tool isn't available, much like no one today knows how to light a wood-burning stove.
Take this back Monday
Do this for your team
Have each manager draft a one-page Learning Development Plan per employee (strengths, struggles, goals) before anyone uploads it to AI tools.
Say this in your next leadership meeting
AI won't fix vague prompts or vague goals for our people. It's junk in, junk out, so we're building real development plans first.
Watch out for
Dumping information into AI without context or clear intention ('junk in, junk out') instead of treating it as a thinking partner.
Sharing private, proprietary, or client information with AI platforms without knowing where that data goes next.
Letting AI replace critical thinking entirely (e.g., students submitting fully AI-written work and failing plagiarism checks like Turnitin).
Fun fact · Sam Caballero
He's a U.S. Air Force Reserve veteran turned talent-development coach who's advised orgs as different as the City of San Antonio, Burger King, and Chevron.