Governing AI Without Surrendering the Decision

Keynote: deciding with AI without losing human discernment. Algorithmic bias, hallucinations, governance.

Executive Committees • CIOs • CTOs • R&D Directors • Transformation Directors • Leaders facing AI integration

Jerome Viro — keynote on strategic decision-making and cognitive bias
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THE STRATEGIC CHALLENGE

Generative AI produces fluent, structured, convincing answers. This is precisely what makes it dangerous for strategic decision-making. Your teams are already using AI.

Three typical scenarios:

  • An executive committee that validates an AI-generated strategic analysis without independent review

  • A CIO who deploys an internal AI without mapping hallucination risks

  • A board that progressively delegates its judgement calls to a tool it doesn't know how to challenge

The question is no longer "should we adopt it?" but "who decides when the AI is confidently wrong?"

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WHAT YOUR TEAMS DISCOVER

Through the lens of mentalism, I reveal live the mechanisms that AI exploits unintentionally. Four illusions of generative AI:

Conférence IA et décision stratégique — biais algorithmiques, hallucinations et gouvernance

The illusion of authoritY

Generative AI asserts with confidence, even when it fabricates. Reflex: evidence before eloquence.

The illusion of coherence

A structured answer is not a correct answer. Reflex: test, counter-examples.

The illusion of alignment

AI tells you what you want to hear. Reflex: framing, constraints.

The illusion of control

You think you're steering the tool. The tool is shaping your thinking. Reflex: non-delegable decisions

The D.I.R.E. method:

  • Decide: What stays human, what is non-delegable

  • Interrogate: Test every output against reality

  • Refute: Demand evidence, not eloquence

  • Establish: Rules of use, boundaries, governance

WHY ME

Jerome Viro — mentalist keynote speaker and generative AI expert

As R&D Director, CTO and GM, I have steered major technology transitions within international organisations. I have seen first-hand how teams adopt, resist or subvert new tools. Generative AI reproduces exactly the same patterns — amplified by speed and the illusion of reliability.

Mentalism reveals the very same flaws that AI exploits: our confirmation biases, our tendency to trust what is fluent and well-structured. The live demonstration makes these mechanisms viscerally understandable.

FORMATS

KEYNOTE

Impact and Inspiration

Mentalism demonstrations, cognitive mechanism decoding and Q&A session. A high-intensity stage format to challenge certainties and trigger a shift in perspective.

45 to 75 minutes

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Audience

20 to 1,000+ people

Ideal For

conventions, seminar openings, plenaries


MASTERCLASS

Practice and Cognition

Alternating demonstrations, theoretical decoding, hands-on exercises and actionable tools. Participants leave with concrete techniques they can apply immediately. Specific deliverables: AI risk mapping, usage charter, quality checklist, prompting playbook.

3H to a Full Day

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Audience

12 to 25 people (executive committees, managers, project teams)

Ideal For

executive seminars, leadership training programmes, strategy days


LANGUAGES: French / English      |      LOGISTICS: Maximum adaptability to your event's technical constraints..

IS THIS YOUR CHALLENGE?

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(Personalised response within 48h.)