What if AI adoption has nothing to do with AI?
It has everything to do with how you work.
AI Potential
You've been through change before. This is the next one.
Everyone here has navigated change: the magazine, the awards calendar, the shows, the systems you run day to day. AI is simply the newest, and the instincts that built the Guild are exactly the ones it rewards.
The technology is the easy part. The judgement you bring, and the way the team moves together, are the parts that matter most.
The shape of the session.
The briefing
How to think about AI, and how to use it well.
Hands-on
Your own real work, laptops open. Time Thieves and True North.
Where this goes
Capability that stays with the Guild, not dependency.
Questions and next steps
What each of you does on Monday morning.
You do real work, with real people trusting you to get it right.
Members, readers, producers, judges and sponsors who notice the moment something feels off. You're being told AI changes everything. You don't have time to find out the hard way.
The 'big fish' we bought in for our clients.
AI is a prediction machine.
It is not magic. It is not a search engine.
It predicts the next most useful word, action, image or decision, based on patterns in data it has already seen.
In two years, AI went from 1-in-8 to better than the expert.
One contest, run 1,320 times: an expert's work against AI's, judged blind by a second expert.
All of this is possible now.
The task length AI can reliably complete is doubling every seven months.
The curve is bending. The question is whether the Guild is bending with it.
AI is not killing jobs. It is reshaping them.
AI is a skill, not a tool.
A tool you buy. A skill you build. And psychological safety is where the skill starts.
Most people treat AI like a software purchase. Open it once, decide it's not for them, done. That is the mistake.
A hammer bought and left in the drawer builds nothing. The same is true of an AI licence sitting unused on a laptop.
The mindset shift.
Indifference
Not my problem. Not yet.
Fear
This is going to take my job.
Cheating
Using it quietly, not telling anyone.
Confidence
Using it openly, sharing what works.
Transformation
Redesigning how the work gets done around AI.
Every industry has a moment when the rules change.
The moment when the old way of working stops winning and a new way takes over. The ones who come through it are not always the biggest or best resourced. They're the ones who spot the moment and move.
Now your turn. What do you think could be slowing things down, or getting in the way?
No wrong answers. Just what's on your mind.
Every opportunity has a mirror risk.
This is not a reason to wait. It's a reason to move thoughtfully. Ignoring the risks doesn't make them go away, it just means you meet them unprepared.
Opportunity
Speed, scale and quality of work that used to be out of reach for a team this size.
Risk
Handing over judgement, exposing data, and letting the human craft that makes the Guild the Guild fade.
Augmentation, never abdication.
Augmentation
Makes you three times more effective. You bring the judgement. AI brings the speed.
Abdication
Handing judgement to a machine that doesn't have your context, your values, or your accountability.
90 to 95% of workplace AI pilots fail.
The reason is almost never the technology.
The trap is chasing clever before picking the obvious wins.
Where to start
High value, low effort. Every time.
The people who get stuck almost always start in the wrong box. They pick the impressive thing, not the useful one.
A good first thing to try.
Small scope
One task, one workflow. Not everything at once.
Behind the scenes first
Not member-facing. Protect the relationships while you learn.
Happens often, low stakes each time
A task you do a lot, where a single slip is easy to catch.
You'll know if it worked
Decide what good looks like before you start.
Easy to undo
You can go back to the old way with no harm done.
A clear owner
Someone who'll actually run it and share what they learn.
Yes, it has a footprint. It's smaller than you'd think.
Worth being aware of, worth keeping in proportion
AI uses energy and water, and that's worth knowing. But the everyday scale is smaller than the headlines suggest.
Watching one hour of Netflix uses about the same energy as a month of daily AI prompts.
You use more water choosing a burger for lunch than you would sending AI prompts every day for years.
Bias in, bias out, bias amplified.
AI doesn't create bias. It inherits it from data and scales it at speed.
The biggest unlocker is sharing what you learn.
The teams that get furthest aren't the most technical. They're the ones who stay curious, swap what's working, and are honest about what isn't.
Everyone here knows something the others don't. Share the prompt that saved you an hour. Say when something flopped. That is how a whole team gets good, fast.
Answers are cheap now. Your judgement is not.
What matters now is the quality of the question you ask, and knowing when the answer is wrong.
AI without judgement is just faster mediocrity.
Three moves. In order. The sequence matters.
Go first, together
Use AI openly. Show each other it's safe to try and safe to fail.
Make a safe space to play
A place to experiment where a mistake costs nothing.
Move up together
Not just the keen ones. Not just the tech-minded. Everyone.