Executives are not being misled by artificial intelligence itself.
They are being misled by the narratives constructed around it.
AI systems produce outputs that are often coherent, fluent, and contextually relevant.
These characteristics create the impression of understanding.
This impression is powerful, and strategically dangerous.
When outputs resemble reasoning, decision-makers begin to attribute reasoning capacity to the system.
This is a categorical error.
The consequence is a shift in how decisions are framed:
- Capabilities are overestimated
- Risks are underestimated
- Timelines are compressed
In this environment, strategic judgment is replaced by narrative alignment.
Executives begin to ask:
“How do we implement AI?”
Instead of:
“What problem are we actually solving, and what can this system realistically do?”
This inversion leads to predictable outcomes:
- Solutions in search of problems
- Premature scaling
- Governance gaps
Correcting this requires re-establishing a disciplined interpretive layer between AI outputs and executive decisions.
AI should inform decisions, not shape them through illusion.
The role of leadership is not to follow technological momentum.
It is to interpret it accurately.
J. Michael Dennis ll.l., ll.m.
AI Foresight Strategic Advisor
Based in Kingston, Ontario, Canada, J. Michael Dennis is a former barrister and solicitor, a Crisis & Reputation Management Expert, a Public Affairs & Corporate Communications Specialist, a Warrior for Common Sense and Free Speech. Today, J. Michael Dennis help executives and professionals understand, evaluate, and responsibly deploy AI without hype, technical overload, or strategic blindness.
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