Designing and Optimising Content for LLMs
Get a feel for what using content as knowledge within an AI project means in terms of how itβs structured and written.
We've had a lot of projects recently where we need to use content as knowledge for LLMs. As a content designer, it's been important to learn how this differs from designing content for humans. I've put together our process and principles for any teams working on the same: medium.com/@bendaviesro...
24.02.2026 10:25
π 3
π 0
π¬ 0
π 0
Sharing a stream of consciousness on the whole "seat at a table" thing in Content Design and where I'd love to see the discourse evolve⦠(I know, another thought piece)
medium.com/@bendaviesro...
17.02.2026 17:14
π 0
π 0
π¬ 0
π 0
Stuck with terrible generated copy? You need to use AI like a content designer
No more robotic AI content. Learn to apply a content designerβs mindset to how you use AI for better text, even if youβre a PM or engineer.
Yes, I'm biased, but I've seen plenty of evidence that content designers are among the most successful folks in using AI. Why? We understand context. Here's a content design review to help you learn to use AI more successfully, like a content designer.
bendaviesromano.medium.com/stuck-with-t...
27.10.2025 22:37
π 3
π 1
π¬ 0
π 0
Senior Content Designer, Getting Help (Support)
Fancy joining us in helping all of our customers get quick and efficient help and get the most out of Wise? Love finding ways to use AI as part of your work and to have a positive impact?
Good news β I'm looking for you! Check out our new Senior Content Designer role.
wise.jobs/job/senior-c...
06.10.2025 14:51
π 0
π 0
π¬ 0
π 0
100-Point AI Skills Framework for UX Content Designers
Hereβs a comprehensive framework to help you track your development, identify skill gaps, and take control of your learning.
Hi friends, sharing this 100-point AI skills framework for UX folk and content designers that I'm using with my team.
For those who feel like you've been thrown onto the AI train without any guidance. Hope it's useful.
medium.com/@bendaviesro...
02.10.2025 20:47
π 0
π 0
π¬ 0
π 0
Judging the Machine
Dezeen has partnered with Ustwo to host a talk on 16 September in London, exploring the growing role of artificial intelligence (AI) in the design industry.
Looking forward to judging AI tomorrow (because itβs long overdue) with a superb panel as part of London Design Festival with Ustwo and Dezeen. Hope to see any London-based folks there!
www.dezeen.com/eventsguide/...
15.09.2025 20:21
π 1
π 0
π¬ 0
π 0
Youβre very welcome, Iβm glad to hear it!
07.09.2025 21:52
π 0
π 0
π¬ 0
π 0
Designing systems, not prompts: A complete guide to making AI actually work with systems thinking
By breaking tasks into scope, inputs, process, rules, output, and evaluation, turn fuzzy requests into reliable, consistent system prompts.
A long, but hopefully very useful guide to approaching AI with a system design mindset to get more reliable and consistent output, featuring a bunch of examples.
β‘οΈ medium.com/@bendaviesro...
06.09.2025 22:13
π 4
π 1
π¬ 1
π 0
βYouβre doing amazing, sweetieββββexcept in ChatGPT
How Kris Jenner broke AI, or at least my ChatGPT session.
"AI isn't here to give you everything you want. It's here to give you what it can." β loved this piece from Ilinca Apolzan, feat Kris Jenner
medium.com/@fluturelle/...
04.09.2025 20:20
π 0
π 0
π¬ 0
π 0
From playtime to practice: Designing AI with the Prompt Coach
How Wiseβs new AI Prompt Coach is helping our designers infuse their crafts into their prompts.
Sharing some of what we've been doing with our superb Design team at Wise to get hands-on with AI, featuring an educational (and slightly sassy) Prompt Coach.
β‘οΈ medium.com/@bendaviesro...
31.08.2025 18:01
π 1
π 1
π¬ 0
π 0
I'm glad this resonated! I'm not familiar with the RCA method β going to dive in based on what you've shared. Thanks for reading, Ian π
11.08.2025 21:24
π 4
π 0
π¬ 1
π 0
Is AI the right solution? A 5-gate framework to help decide.
Use this 5-gate framework to evaluate if AI is the right solution for your product. Learn how to weigh the risks, costs, and benefits of AIβ¦
After several conversations with product teams over the past few weeks, I needed a framework to guide discussion on when AI is a suitable technology for a user-facing product or feature.
So, if it's helpful for you, here's the 5-gate framework I'm trying.
bendaviesromano.medium.com/is-ai-the-ri...
11.08.2025 21:23
π 4
π 1
π¬ 1
π 0
Mum, we need to talk about AI
Your mumβs Instagram feed isnβt βsocialβ anymore. Itβs engineered for engagement. Hereβs how to explain AI on socials without falling out.
Just a not-at-all-heavy and super-duper-casual Sunday evening post about how I'm talking to my mum about AI after seeing the state of her Facebook and Instagram feeds, in case you need it for your folks too.
medium.com/@bendaviesro...
10.08.2025 22:54
π 3
π 0
π¬ 0
π 0
Prompting is designing. And designers need to lead.
Forget βprompt hacks.β Designers have the skills to turn AI from a gimmick into a powerful, human-centred tool if we take the lead.
Are there too many hot takes and thought pieces on AI and UX out there already? Absolutely.
Can I stop myself from sharing my own thoughts on the topic, regardless? Absolutely not.
Here's another for you.
bendaviesromano.medium.com/prompting-is...
07.08.2025 21:32
π 2
π 0
π¬ 0
π 1
Claude Code as a Data Analyst: From Zero to First Report
Hereβs the master prompt I used to turn Claude Code into a junior analyst
Really enjoyed Freddie's exploration on using Claude Code for Analytics. As a designer who *needs* access to data, this makes it feel extremely accessible if you're in an environment with limited analytics resources. Check it out β‘οΈ
medium.com/@freddierobi...
07.08.2025 20:52
π 0
π 0
π¬ 0
π 0
Choosing chaos every weekday between 9-6 keeps me young
29.07.2025 07:50
π 1
π 0
π¬ 1
π 0
My new favourite thing is on video calls with folks who spend the whole meeting on Slack or Figma (or that one time, vibe coding Pac-Man), I turn off any AI meeting companions, inform them at the end that they're sending over the action points and notes, and then leave before they object. β€οΈ
28.07.2025 21:44
π 2
π 0
π¬ 1
π 0
Only reading your post now did I realise the same thing π
25.07.2025 12:13
π 1
π 0
π¬ 1
π 0
AI workshop: Investigating, discussing, and prompting against bias in GenAI
Explore inherent biases in AI text and image models. This workshop provides exercises and insights to understand and mitigate inherentβ¦
Sharing a full outline and exercises for an hour-long workshop on bias in AI, with an example run-through. This is intended to educate others about the inherent bias in AI, and to get the discussion going in your teams about what you can do to combat it.
bendaviesromano.medium.com/ai-workshop-...
23.07.2025 22:09
π 2
π 1
π¬ 0
π 0
Prompt hacks: Hype, helpful, or harmful for writing with AI?
Letβs test popular AI prompt hacks to determine their actual effectiveness and impact on AI performance. Discover the truth behind theβ¦
Tired of seeing prompt hacks? Same. So I did a little test to see whether "take a deep breath", "do it or else", and "write the best text ever" work, or if they sabotage output.
β‘οΈ medium.com/generative-a...
23.07.2025 08:13
π 0
π 0
π¬ 0
π 0
From zero to app with AI: Lessons from a UX designer
A UX content designer without any technical knowledge puts all their prompting skills to the test to see whatβs possibleβ¦
I (unsuccessfully) tried to build a language learning game with Lovable, and wanted to share a few things I learned as a UX person. In case itβs interesting: uxdesign.cc/from-zero-to...
21.07.2025 21:35
π 1
π 0
π¬ 0
π 0
Breaking in a new AI model (like a pair of Doc Martens)
How to figure out what ChatGPT, Claude, or Gemini are actually good at before trusting them with your work
I LOVE this Content Design-first approach to testing out the capabilities of a new language model. A must-save checklist from Ilinca Apolzan π‘
medium.com/@fluturelle/...
16.07.2025 12:31
π 1
π 0
π¬ 0
π 0
Tired of bad prompts and inconsistent output? Use this template.
A tried-and-tested format to write prompts that generate reliably consistent output from AI tools. ChatGPT, Gemini, Claude and more.
Hereβs a template for writing some strong system prompts thatβll help you get more reliable, useful output while guiding you through the context necessary. Infused with alllll the good content design thinking.
medium.com/@bendaviesro...
15.07.2025 08:03
π 1
π 0
π¬ 0
π 0