AI, Thinking & Human Decision Making | Workshop & Keynote, Salah Abdeldayem

A workshop and keynote on how AI changes decision-making, judgment, accountability, and where human decisions remain essential. Not a tools training.

AI, Thinking & Human Decision Making

A forward-looking look at how AI changes decision processes, automation, judgment, and where human responsibility remains essential, not another "how to use AI tools" session.

What this isn't: a tools or prompting training. It doesn't teach how to use any specific AI product. It's about what changes in human judgment and responsibility when AI becomes part of the decision process.

Organizations are adopting AI faster than they're thinking through what it changes about judgment, responsibility, and trust. The result is either overreliance, treating AI output as a verdict, or blanket distrust that ignores genuinely useful input. Both are failures of judgment, not of the technology.

Who this is for

Professionals and teams increasingly using AI tools in their decision-making, and leaders responsible for how AI gets used and trusted inside their organization.

The problem

Faster answers don't automatically produce better decisions. Without a deliberate framework, AI-assisted decisions default to either uncritical acceptance or reflexive rejection, neither of which is judgment.

What you'll explore

How AI changes the shape of a decision process, not just its speed

Cognitive offloading, what gets outsourced to AI, and what shouldn't be

Overreliance on AI output, and how it creeps in unnoticed

Critical evaluation of AI-generated answers, not just acceptance or rejection

Where human judgment remains essential, and why

Trust, bias, and accountability when a decision was AI-assisted

What you'll take away

A clearer framework for deciding when to lean on AI output, when to interrogate it, and when a decision genuinely requires human judgment that can't be delegated.

Learning outcomes

Identify where in their own decision process AI is currently being used, consciously or not

Distinguish a task that's safe to offload from one that isn't

Critically evaluate an AI-generated answer instead of accepting or rejecting it outright

Recognize early signs of overreliance in their own or their team's workflow

Articulate who remains accountable for an AI-assisted decision

Apply a simple check before acting on AI-generated input for a consequential decision

90 min – half-day

Keynote · Corporate

Professionals & leadership teams

Best for

Practical exercises

Mapping where AI currently enters participants' own real decision processes

A critical-evaluation drill on a real AI-generated answer

"Who's accountable": working through a real or scenario AI-assisted decision

Building a personal or team check for before acting on AI input

Methodology

Concept input grounded in participants' actual current use of AI tools, not hypothetical scenarios; deliberately avoids becoming a tools or prompting session, the focus stays on judgment and process.

Example agenda: half-day (3.5h)

0:00

Opening: faster answers vs. better decisions

0:25

How AI changes the shape of a decision process

1:00

Cognitive offloading: what's safe, what isn't

1:55

Critically evaluating AI-generated answers

2:35

Where human judgment remains essential

3:05

Accountability for AI-assisted decisions

FAQ

Does this teach how to use specific AI tools?

No, deliberately not, this is about judgment and process, not tool usage.

Is this an anti-AI workshop?

No, it treats AI as genuinely useful and focuses on using it well, not avoiding it.

Is this suitable for leadership audiences specifically?

Yes, particularly for leaders setting policy on how AI gets used and trusted in their organization.

How current does the content stay?

The framework is built around judgment and accountability, which doesn't depend on any specific AI product or model generation.

Book this for your team or your next conference.

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