Imagine you're briefed to design a logo for an AI-powered product — and you deliver something that reads as anti-AI. That's roughly what just happened with GitHub Copilot, and it's a more revealing moment than it might first appear.
What happened
Microsoft unveiled a new logo for GitHub Copilot, and the design community noticed something awkward. The logo appears to incorporate or resemble a "No AI" message — which is a remarkable choice for what is, fundamentally, an AI-powered coding assistant. Designers and tech commentators have been quick to call it out as tone-deaf, especially given the ongoing cultural debates around AI's role in creative and development work.
It's the kind of brand misstep that makes you wince. Not because logos can't be playful or subversive — they absolutely can — but because this one seems to accidentally undermine the product's core proposition.
The real story isn't the logo
This isn't just a design fumble. It's a symptom of something much bigger: the AI branding identity crisis.
We're at a peculiar moment. Figma's stock just surged 13% largely on the strength of its AI capabilities — Wall Street is actively rewarding companies that lean into AI. Investors love the word. It moves markets. And yet, the companies building these products are often visually and verbally tiptoeing around the very technology driving their value.
The tension is real, and I think many of us have already felt it in briefs. Companies want the competitive advantage of AI. They want the investor confidence. They want the "momentum" narrative. But they also know that a significant portion of their user base — particularly in creative and development communities — has complicated feelings about AI. Some are sceptical. Some are hostile. Most are somewhere in between.
So the brief becomes impossible: "Make it feel intelligent and cutting-edge, but don't scare anyone. Be AI, but don't look too AI."
That's how you end up with an AI product logo that accidentally signals "No AI."
Why this matters for us
This matters because many of us will face this exact tension. Whether you're working on product branding, marketing materials, or the UI for AI-powered features — you'll be asked to thread this needle. Make the AI visible enough to communicate value, but invisible enough that it doesn't trigger resistance.
Paul Rand would have had something to say about this. His whole philosophy was that a logo's job is clarity and coherence — it should mean what the product means. When brand identity and product reality pull in opposite directions, you don't have a design problem. You have a strategy problem. And no amount of iterating on colour palettes or typeface pairings will fix a strategy problem.
The Spotify logo saga this week tells a related story from a different angle. Spotify rolled out a controversial rebrand, got hammered by the design community, and now appears to be reversing course. That's a reminder that audiences read visual identity very carefully — and they'll tell you when it's wrong.
But there's a crucial difference between the two. Spotify's issue was largely aesthetic. Copilot's issue is semantic. The logo doesn't just look off — it says the wrong thing. And in branding, saying the wrong thing is much harder to fix with a colour tweak.
Try a brand coherence audit
If you're working on branding for AI-powered products — and increasingly, that's most products — here's a practical exercise worth trying before you open Figma.
Map out three things side by side:
- What the product actually does — be blunt. "Uses machine learning to generate code suggestions," not "empowers developers."
- What the target audience values — autonomy? Efficiency? Craft? Control?
- What the brand is currently communicating — visually and verbally.
Where these three don't align, you've found your tension points. The goal isn't to eliminate all tension — some creative tension is genuinely useful — but to make sure you're not accidentally contradicting your own product's reason for existing.
This takes about 30 minutes with a whiteboard. It won't make the cultural politics of AI disappear, but it'll stop your brand from fighting itself.
The takeaway
If you're designing brand identity for AI products, don't try to hide the AI. Users aren't stupid — they know what they're buying. The job isn't to disguise the technology. It's to frame it honestly in a way that connects with what your audience actually cares about.
Trying to be an AI product that doesn't look like an AI product is the visual equivalent of mumbling. Say what you mean, clearly, and let the work speak.
Clarity beats cleverness. Every time.