Tag: ai for senior leaders

Astrid is a director on the executive team of a mid-cap UK financial services firm. She has 26 years of experience, two postgraduate qualifications, and a reputation for being the sharpest analytical mind in any room. Last month, in a leadership offsite, the CEO turned to her and said, with genuine warmth: “Astrid, can you just do it with Copilot? Show us how it works on this case.” She felt her chest tighten, her face warm, and a thought she had not noticed before: everyone in this room thinks I already know how to do this. She made an excuse about needing to think it through more carefully and moved the agenda on.

The next morning Astrid privately spent two hours trying to learn Copilot. She got nowhere — partly because the tool was unfamiliar, and partly because she was so focused on not making a mistake that she could not bring herself to type anything. She closed the laptop. The pattern repeated, in different forms, for the next several weeks. By the time she contacted me, she described it as “an embarrassment I cannot say out loud to anyone.” This article is for the people who recognise something in Astrid’s story.

What prompt anxiety looks like in a senior executive (and why it stays hidden)

Prompt anxiety rarely looks like a panic attack. In senior professionals, it looks like polished avoidance. The agenda gets quietly moved on. A junior colleague gets handed the AI demo. The Copilot panel in PowerPoint never gets opened during a meeting. The deferral is framed as “I will think about it more carefully” or “let’s get someone closer to the tool to do that bit.” Each individual deflection looks like prudence; cumulatively, it is a freeze response.

It stays hidden for two reasons. First, the executive is good at concealment — that is partly how they got to be senior. Second, the working assumption in most rooms is that of course an experienced leader can “just use AI” — so colleagues do not look for signs of difficulty. The freeze is invisible to almost everyone except the person experiencing it.

The cost is private and accumulating. Hours spent privately trying to learn the tool with no measurable progress. Decks built the long way round to avoid having to use Copilot in front of anyone. Quiet erosion of the executive’s own sense of competence. And — the part that hurts most — a growing gap between how confident they look in every other domain and how unconfident they feel in this one.

The identity threat underneath the freeze

Prompt anxiety is rarely about the prompt. It is about identity. For a senior executive, the assumption is fluency. Fluency in the language of finance, fluency in the language of strategy, fluency in the language of whatever specialist domain they have built their career on. AI is the first tool in many years where they are starting from beginner. The gap between assumed fluency and actual fluency is the identity threat.

The body responds to identity threats in much the same way it responds to physical threats — increased heart rate, shallow breathing, a sense of warmth or tightness in the chest, a narrowing of attention. The cognitive consequence is a freeze: the executive cannot type, cannot decide which prompt to try first, cannot think clearly about what they actually want from the tool. The freeze is then read by the person experiencing it as further evidence that they are out of their depth — which intensifies the threat — which intensifies the freeze. This is the spiral.

The four-stage spiral, named

Naming the stages helps people recognise the pattern in themselves rather than reading it as a personal flaw.

Stage 1: Trigger. A direct or implied prompt to use AI in front of others. “Can you just use Copilot to draft that?” “Send me an AI-built version by tomorrow.” Or simply being in a meeting where everyone else is talking about prompts as if they are obvious.

Stage 2: Recognition. An internal awareness that you are not yet fluent. The body responds before the conscious mind has named what is happening — chest tightens, attention narrows, breathing shallows.

Stage 3: Cover. A polished deflection. Move the agenda on. Hand it to someone else. Schedule “more time to think about it.” The cover succeeds; nobody in the room notices anything off.

Stage 4: Avoidance. The next time AI comes up, you are already braced. You begin avoiding situations where you might be asked. The avoidance prevents you from building fluency, which guarantees the next trigger lands as hard as the last.

The spiral is self-reinforcing. Most people cycle through it for months — sometimes years — without naming it.

The reset: separating “using the tool” from “looking competent using the tool”

The reset starts with a counterintuitive separation. There are two skills involved here, and they are not the same.

Skill 1: actually using the tool. Typing a prompt, reading the output, refining it, getting useful work done. This is technical and learnable through practice.

Skill 2: looking competent using the tool in front of people. This is performance — and it requires fluency that almost no one has when they are still learning skill 1.

The freeze happens because executives try to develop both skills simultaneously, and both skills get developed in front of people whose opinions matter. The reset is to develop skill 1 entirely in private until you have enough fluency to perform skill 2 calmly. This is the same pattern that works for any high-stakes capability: you do not learn to give a board presentation by giving board presentations; you learn the underlying skills first, then perform them once you can.

The practical implication is that the next four to six weeks are spent in a private practice mode. No public AI demos. No “let me show you how I did this” moments. The executive uses Copilot privately, on real but low-stakes work, until the freeze response stops firing. Only then do they start using it visibly.

Small, private experiments that rebuild fluency

The fluency-building work is deliberately small. Trying to “learn AI” as a project is itself anxiety-inducing — the scope is unbounded, the success criteria are vague, and the freeze response activates. The experiments below are bounded, specific, and impossible to do badly.

Experiment 1 — five questions about something you already know. Ask Copilot five questions about a topic you have deep expertise in. Read the answers. Notice where Copilot gets it right, where it gets it wrong, where it hedges. This calibrates your expectation of the tool and breaks the assumption that AI knows everything. Five minutes. Done.

Experiment 2 — rewrite one paragraph of your own writing. Take one paragraph you have written. Paste it into Copilot. Ask: “Rewrite this in a more direct, declarative voice.” Compare the output to your original. Decide which is better and why. The skill being practised is editorial judgement, not prompting. Ten minutes.

Experiment 3 — one slide for a real but low-stakes deck. Pick a slide from a deck you are working on for an internal audience — not the board. Ask Copilot to draft it using one of the prompt structures from a public-domain prompt library. Edit the output until it is usable. Use the slide. Notice that nothing catastrophic happened. Twenty minutes.

Experiment 4 — repeat experiment 3 every working day for two weeks. The freeze response weakens with repetition. By the end of two weeks of daily small use, the body’s threat response to “open Copilot” has measurably decreased. Fluency follows. Confidence follows fluency.

What to do after a meeting where you froze

The freeze does not always get caught in time. There will be meetings where you deflect, change the subject, or hand off the AI task — and you walk out of the room knowing you froze. The next 24 hours matter more than the freeze itself.

Most senior professionals respond to a freeze with a private reproach: “I should have just done it. Why am I like this?” The reproach is itself part of the spiral — it makes the next freeze more likely, not less. The alternative is a structured debrief, applied to yourself the way you would apply it to a team member after a difficult presentation.

Three questions to write down (literally write, not just think): What was the trigger I responded to? What did I cover with? What is the smallest thing I can do tonight that moves me one step closer to fluency, that nobody has to know about? The third question is the important one. The work is private. The progress is private. The credit, eventually, is yours alone.

The deeper context here is that the anxiety responding to “just use AI” is the same anxiety that responds to “just answer the question,” “just present without slides,” “just talk about your numbers.” The trigger varies; the underlying response is the same. For executives where this pattern shows up across multiple high-stakes contexts — not only AI — see the deeper article on presentation anxiety treatment for executives.

For the structural side of the AI workflow itself — once the freeze response has weakened enough to allow you to type — the partner article on how to write Copilot prompts that produce executive-grade output is the practical companion to this one.

For the broader response pattern — the body’s freeze, the polished cover, the avoidance loop — Conquer Your Fear of Public Speaking (£39) is the self-paced programme built specifically for senior professionals working through patterns that surface under pressure.

FAQ

Is prompt anxiety actually anxiety, or just inexperience?

Both, usually. The inexperience is real — almost no senior leader has had time to develop the AI fluency that younger team members assume they have. The anxiety is the layer on top that prevents the inexperience being addressed. You can be highly intelligent, highly experienced, and still freeze when asked to perform a beginner skill in front of senior colleagues. Naming it as anxiety rather than incompetence is part of the reset.

Should I just admit to my team that I am still learning AI?

For some executives, yes — the admission relieves the performance pressure and reframes the situation. For others, admission feels career-risky in a culture that conflates AI fluency with relevance. The decision is contextual. What is not contextual is the private practice — whether you admit out loud or not, the only sustainable fix is becoming fluent enough that performance is no longer effortful.

How long does the reset take?

For most senior professionals working through small daily experiments, four to six weeks of private practice is enough to take the edge off the freeze response. Full fluency takes longer — typically three to six months of regular use. The freeze response usually weakens long before the fluency is complete; once you can type without the chest tightening, the rest is just learning the tool.

What if I freeze in a meeting next week and have not done the practice yet?

A short script: “I want to give this the time it deserves rather than do it badly under time pressure — let me come back with something more useful by Wednesday.” This is honest and senior. It also gives you a concrete window in which to do the private work that lets you walk back in on Wednesday with something usable. The script buys you the time the spiral was trying to take from you.

Want a structural primer that applies whether you draft with AI or not? Download the free 7 Presentation Frameworks Quick Reference Card — the right structure for any presentation situation, in one reference.

The spiral is recognisable. So is the way out. Tonight, before bed, try experiment one — five questions about something you already know. Five minutes. Nobody has to know. That is how the freeze response begins to lose its grip.

About the author. Mary Beth Hazeldine is Owner & Managing Director of Winning Presentations Ltd, founded 1990. With 24 years of corporate banking experience at JPMorgan Chase, PwC, Royal Bank of Scotland, and Commerzbank, she advises executives across financial services, healthcare, technology, and government on structuring presentations for high-stakes funding rounds and approvals. She is also a clinical hypnotherapist and holds a postgraduate qualification in clinical hypnosis.