How I am using Untamed to map to AI Leadership
A - From External Validation → Independent Technical Judgment
Untamed principle: Stop living for approval
AI leadership translation: Stop copying what other companies are doing with AI
Common anti-pattern
- “Everyone is doing copilots → we should too”
- Vendor-led roadmaps
Leadership shift
- Build first-principles AI strategy, not trend-following
“AI leaders must resist the industry echo chamber. The goal is not adoption—it’s advantage.”
2. Inner Knowing → Product & Platform Conviction
Untamed principle: Trust your inner voice
AI translation: Strong product + platform intuition
Where this matters
- Build vs buy decisions
- Model selection (open vs closed)
- Platform abstraction layers
Actionable lens
- Do your teams understand why they are building something?
- Or are they executing tickets?
3. Feel Everything → Don’t Hide AI Risks
Untamed principle: Feel discomfort
AI translation: Face uncomfortable truths about AI
Examples
- Models hallucinate
- ROI is unclear
- Teams are overwhelmed
- Tech debt increases
Leadership maturity
- Call out risks explicitly instead of over-selling AI success
- Learning: “Mature AI orgs don’t suppress uncertainty—they operationalize it.”
4. Relationships Should Expand You → AI Should Augment Teams
Untamed principle: Relationships should not shrink you
AI translation: AI should expand human capability, not constrain it
Red flag
- Engineers becoming prompt operators only
- Creativity being reduced
Leadership goal
- AI as force multiplier, not replacement mindset
5. Integrity → Alignment Between AI Strategy and Reality
Untamed principle: Inner truth = outer life
AI translation: Strategy ≠ slideware
Check for integrity gaps
- “AI-first company” but no infra readiness
- “Data-driven” but poor data quality
- “Automation” but manual workflows
Leadership responsibility
- Close the gap between narrative and execution
6. Reject Perfectionism → Ship Iterative AI Systems
Untamed principle: Perfection is a trap
AI translation: Avoid over-engineering AI before learning
Best practice
- Ship v1 with guardrails
- Learn → iterate → scale
Anti-pattern
- Endless evaluation cycles with no deployment
7. Self-Trust → Decisive AI Leadership
Untamed principle: Self-trust is freedom
AI translation: Leaders must make decisions under ambiguity
Reality
- AI space is evolving too fast for certainty
What strong leaders do
- Make reversible decisions quickly
- Accept imperfect information
CLOSING -
“AI maturity starts when you stop asking what others are building.”
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