If you happened to be the proverbial fly-on-the-wall in rooms leaders are being interviewed, you’d be forgiven for assuming it’s business as usual in 2026.
You’d be sitting there, all fly-like, thinking ‘This is so last year. Nothing new to be seen here’.
But something IS shifting at the edges, and I’m starting to hear it in some of my interview debriefs at C-level. It seems that some boards are beginning to ask incoming CEOs real questions about AI strategy – not just as a box-ticking exercise, but as a genuine test of strategic readiness.
And what I know from experience is that when these types of questions are being asked in the boardroom, they are likely trickling into every leadership interview, whether the candidate is sitting across from board members or not.
So, is this the new standard? Definitely not yet. But I’m advising every executive level candidate I work with to be prepared for it.
The truth is there are no perfect or ‘right’ answers here – the field is moving too fast for that. Rather than ‘right’, what interviewing panels want to know is that you’re thinking deeply about it.
And most importantly: if you can bring some current, considered thinking to the table, you’ll be well placed to impress both the board and the fly.
7 CEO Interview Questions To Ponder
Although not yet being incorporated in every interview pack (there’s still a lot of same-old, same-old), some more progressive boards and interviewing panels are beginning to ask questions along these lines:
- How are you incorporating AI into your leadership practice?
- How are you using AI for your own productivity?
- What have you actually automated, and what did it take to do it well?
- What do you expect of your team when it comes to AI – and have you made that explicit?
- How did you manage the change with your team?
- If you were appointed to this role, where would you start with AI deployment, and why?
- What do you see as the near and medium-term impact – on productivity, on data, on headcount?
These are reasonable questions, and most sharp leaders can navigate them.
And then there’s one that’s tripping people up: the job architecture question.
In other words, how are you thinking about shifts in role design within your team?
This is where things get a bit fuzzy, and not because leaders aren’t thinking about it, but because there are no clean answers yet. Every role, at every level, is currently morphing into some combination of AI-first tasks, AI-augmented tasks, and work that remains firmly human. Nobody has this figured out yet – we’re all still a ‘work-in-progress’.
It’s also tempting to park this as HR’s problem – after all, ‘job architecture’ is traditionally the domain of Human Resources, which typically owns role definition and job grading in most organizations. But these days, the thinking around the radically fundamental and fast shift in jobs needs to be EVERY leader’s priority. Those who are getting ahead of it are the ones thinking clearly about where humans still need to hold accountability, exercise judgment, and own the outcome.
Strategic Role Design Framework for AI Accountability & Judgement
The framework I’m seeing gain traction – and that I’d encourage every leader to work through before they sit in that interview chair – goes like this:
- AI-first: What parts of this role is AI handling, with or without human prompting?
- AI + Human Review: Where does a human need to audit, interpret, and crucially, take accountability for the output?
- Human-only: What remains exclusively in the human domain, with no AI augmentation?
Every role description, from the C-suite down to entry level, needs a redraft against this framework. Sounds extreme, but this is where we are, already.
The bottom line
Whether you’re preparing for an interview or not, these questions belong on your radar. There’s no established best practice, and no one has written an academic white paper or produced empirically sound research on this (yet). We’re all working it out in real time, which means the leaders who are willing to experiment, iterate on successes and failures, and share what they’re learning are the ones setting the standard.
If you’re not managing a team right now, start with your own role. Map it against the three categories. See what you find.
The interview question is almost beside the point – this is just the work we NEED to do, right now.