Fast Five with Matt Herrmann

Unleashing Human Creativity in an AI-Driven World

AI is moving at warp speed. ChatGPT hit 100 million users faster than TikTok, and now every second LinkedIn post is someone breathlessly declaring “the future of work.” But speed doesn’t equal creativity. In fact, if we’re not careful, AI could speed us straight into a world of beige.

Demystifying the magic trick

When we kicked off our Springboards + Ladies Who Strategize (LWS) AI Summer webinar series, our co-founder Amy Tucker shared her take with the group: most AI outputs aren’t bad, they’re just boring. LLMs like ChatGPT are built to give the “most likely” answer. LLMs don’t “understand” your words; they break everything down into tokens and then spit back the most likely sequence. In other words, they’re probability machines, not possibility machines.

That’s why they’re fast and impressive, but also trained to follow a pattern. Amy demoed it live: ask an LLM any number 1 to 10 and you’ll get the same “random” outputs. Another example: Two different marathon runners received identical training plans from an LLM. Even creative asks like ideas for “band names” collapse into predictable, low-entropy answers.

Machines don’t dream. They echo.

Breaking the gray with Springboards

Springboards was built to be the antithesis of LLMs. We don’t hand you the most probable answer. We hand you sparks, weird prompts, thought-starters, and curveballs, designed to push your brain somewhere it wouldn’t go alone.

Our platform has modes literally called LSD and Asylum for a reason. They’re not about being safe or efficient; they’re about messing with the machine until something interesting, unexpected, and fun falls out.

Because we believe the real power of AI isn’t about removing humans from the process. It’s about supercharging them.

What AI is good for (and not)

Amy also talked about where AI does shine:

• Getting you up to speed fast on new topics
• Spotting patterns in mountains of data
• Helping you flip perspectives or reframe a problem
• Generating starter ideas you can riff off

But let’s not kid ourselves. AI isn’t good at originality. It isn’t good at taste. And it definitely isn’t good at giving you the kind of hard feedback that makes an idea go from okay to killer.

That’s still the human superpower.

Humans + AI > boring

So where does that leave us? Pretty optimistic, actually. New tools always bring new possibilities. Just like the camera didn’t kill painting, AI won’t kill creativity. It just changes the canvas.

The challenge — and the fun — is learning how to break these tools in ways that make space for more imagination, not less. That’s exactly what Springboards is here for: keeping creativity human, playful, and just the right amount of weird.

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Who are you?

Gabrielle Tenaglia, Head of Marketing, Lettuce

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How do you define creativity?

When solving problems, its common for people and businesses to ask the same questions and use similar processes...which leads them to similar answers. In marketing its a key reason why so much of the communications in each category look and sound the same. Creativity is about asking different questions and using a different process to open up new options--not just ones that are different from what your competitors are saying, but ones that your competitors could not say. In marketing, creativity is taking your strategy, your messaging and your communications assets to a place where your competitors can't follow you.

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Is AI a friend or a foe?

It can be either. Like any other technology tool, It depends 100% how you use it.

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Name a piece of work that AI could never have come up with? 

This was produced with AI, but developed and written by humans. AI is so much about pattern recognition and doing things that are similar to what you've done before. This is so different than what exists out there in the tax and accounting space that no AI could have come up with it.

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What’s the weirdest place you’ve ever found a great idea?

All my great ideas happen when I'm not working. Lately some of my ideas have come from thinking about my grandmother. When she died and we cleaned out her house, we found all of these bundles of money hidden away in different places tied up with ribbons. I'm working on a financial services product. We think about money as a very rational thing but there is SO much emotion wrapped up in it. Like the little bundles my grandmother left us.

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Favourite AI hack or use case? What do you think it is good for?

I'm not sure that I have a brilliant answer here--I use it as a partner in lots of thinking and work. It helps you get the obvious ideas out of the way quickly. I am able to be SO fast in doing background research, developing target insights, and understanding the competitive landscape that I can spend my HUMAN time working on the creative pieces that push the thinking to new and more interesting places.

My mother has been sick with a complex medical condition and I've been using it a ton to understand what to expect and figure out questions to ask the doctors. But I haven't been telling the doctors that I'm doing that because I think they'll be annoyed. I had someone tell me recently that they had AI write recommendations or questions in a format that looks like a referral letter from another doctor. They then hand that to their new doctor and it gets more attention. I thought that was super interesting...how AI is giving such good information but we need to "fake" the source so people will accept it.

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Springboards has launched Experiments, a new place to showcase unconventional and creative uses of AI. Every month the Springboards team will release a new experiment exploring AI, Creativity and human thought patterns. They’re free to use, open to all, and built to spark new ideas. 

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First up is Fork AI, a prototype designed to break the predictable flow of AI-generated outputs. 

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Fork AI lets users “fork” individual words in a large language model (LLM) response, exploring alternative versions at the token level. It’s a way to invite variation, spark unexpected thinking and remix machine-generated text in real time. The prototype made its debut at SXSW Sydney last week and is now live and free to use at experiments.springboards.ai. No login required (but sign up for email alerts for future drops!). 

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“We’re obsessed with the problem of variation; I don’t know whether people have realised just how repetitive these models are. What would a UX look like if you allowed a person to get in the middle of that generation process and knock it in a different direction?” -  Kieran Browne CTO and Co-Founder of Springboards

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Fork AI is part technical test, part creative provocation. It’s a hands-on example of how humans and machines can collaborate to push ideas in unexpected directions. Springboards will be releasing a new creative experiment each month with the aim of inspiring more creative thinking, fresher work and keeping creative humans firmly in the mix. 

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Want to hear when Springboards release the next experiment? Sign up for the monthly drop at experiments.springboards.ai.  

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