At the Ladies Who Strategize AI Summer kickoff, Springboards co-founder Amy Tucker broke down why most AI outputs aren’t wrong, they’re just boring.
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.
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.
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.
Amy also talked about where AI does shine:
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.
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.
