Clear Thinking × JEL Startup Programme
The Responsible AI Toolkit
You just scanned the code at the end of the keynote. This is the part you keep. Dip in whenever AI shows up in your startup work — before a pitch, mid-research, or at 11pm when you're stuck on a caption.
Bookmark this page — you'll want it again in week three.
Start here
So… what is AI?
AI is a software which learns on a vast amount of data (the internet, books, music, speeches) and then can create something new, like a sentence, a story, a plan, summary, idea, image or video and solve problems all from written instruction. The content it creates resembles human output. It is essentially a tool designed to mimic human thinking.
Which is why it makes a brilliant co-entrepreneur and a terrible boss. It'll happily produce a market analysis in nine seconds — but it has never met your customers, doesn't know your margins, and will invent a statistic without blinking (that's a ).
AI isn’t about replacing humans—it’s about scaling your superpowers. Think of it as a co-entrepreneur that works 24/7, doesn’t sleep, and gets smarter with every interaction.
The entrepreneurs who get the most out of AI aren't the ones who use it most. They're the ones who stay in the loop — using it to move faster on the boring parts, and keeping their own judgement for the decisions that matter. That's what means, and it's the idea this whole toolkit is built on.
AI is good at
- Drafting first versions — emails, posts, outlines
- Summarising long or boring documents
- Brainstorming a lot of options fast
- Explaining something in simpler words
- Reformatting and tidying up your own text
- Rubber-ducking: talking an idea through
AI is not good at
- Knowing anything about your actual business
- Being reliably right about facts and numbers
- Understanding your customers better than you do
- Making the final call — that's yours
- Keeping secrets you shouldn't have shared
- Real emotional judgement or lived experience
The eight sections
Jump straight to what you need
Responsible AI Checklist
The 4 D's, the HUMAN framework and a tick-box check before you hit send.
02Prompt Guide & Library
The 5-part prompt structure plus ready-to-copy templates for your startup.
03Entrepreneurship Use Cases
Flip cards showing where GenAI actually saves entrepreneurs time.
04AI Tool Recommendations
What each assistant is good at, including EU-based options.
05Risks & Critical Thinking
Hallucinations, bias, AI limits and the EU AI Act risk tiers.
06Reflection Questions
Journal prompts to keep your own judgement in the driving seat.
07Resources & Further Reading
Podcasts, communities and websites worth your time.
08Templates & Downloads
Printable checklists and worksheets for your startup.
