Field Notes
TLS / Field Notes
The work beneath
the work.
Research and practical inquiry into adult development, leadership, and the judgment consequential work demands.
Research into practice · Ryan M. Berg
10 field notes
AI & judgment
AI Adoption and the Judgment Debt We Are Failing to Count
A faster answer can hide a weaker capacity to question it. A practical framework for building AI adoption around the decisions people must still own.
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Adult development
Why Knowing What to Do Can Fail Under Pressure
A person can sincerely want change while protecting something the change appears to threaten. The useful move is to test the rule—and investigate the environment that taught it.
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Learning design
The Course Is Finished. Has the Decision Changed?
A practical way to follow learning into work: identify the decision, make its reasoning visible, and measure what the workplace allows people to do with it.
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Leadership
How Leadership Pressure Becomes Team Climate
A leader’s protective move can become everybody else’s operating rule. Trace the transfer before training the team.
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Work & wellbeing
Burnout, Boundaries, and the Work We Never Budgeted
When a person stops supplying invisible capacity, the work system becomes easier to see. Use that moment to redesign the obligation.
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Team climate
The Hidden Curriculum That Teaches People to Stay Silent
Stated values invite candor. Repeated consequences teach people what candor will cost. Study the second lesson.
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Leadership
Promotion Changes the Source of Authority
A stronger leadership bench starts by naming what the next role asks people to reconsider about expertise, responsibility, and belonging.
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Adult development
Self-Authorship Without the Certainty Trap
When every option stays open, no choice receives enough commitment to teach you anything. A bounded decision can create evidence without demanding a permanent identity.
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Policy & practice
Follow the Rule Into the Work
AI transparency rules sharpen an old organizational question: who can act, who can refuse, and who carries the cost when a policy reaches ordinary work?
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Learning design
The Organization Is Already Teaching
A developmental organization treats ordinary work as a learning environment—and accepts responsibility for what its routines teach people to hide, notice, and attempt.
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