Break Interaction: A Google Alum’s Guide to Radical Human-AI Design

by | 12 September 2025 | Conferences

Image credit: Image provided by ProtoPie

This article is sponsored by ProtoPie.

In the age of intelligent prototyping, AI deepens human-centered design, empowering creative potential without replacing human innovation. This is a perspective from Tony Kim, CEO and co-founder of ProtoPie, on how AI is transforming interaction through a human-centered approach.

Reimagining Design in an Era of AI

A decade ago, artificial intelligence (AI) felt like a futuristic promise: powerful, but out of reach for most designers. Fast forward to today, and AI isn’t just a buzzword: It’s quietly woven into the way we ideate, prototype, and bring digital experiences to life. But as the tools evolve, so must our intentionality in how we use them.

Tony Kim, ProtoPie’s CEO and Co-Founder, frames it succinctly: “Though AI is powerful and can transform the development process, it remains simply a new tool. Focus on delivering core customer value — let AI act as your assistant in finding smarter shortcuts.”

Tony Kim, CEO and co-founder of ProtoPie

At ProtoPie, there’s a keen awareness that when AI-driven tools steer creative decisions without clarity, designers can feel out of control. Concerns about losing design direction or disconnecting from human-centered context are common pitfalls, especially when systems favor dazzling visuals over authentic interaction.

ProtoPie takes a different path. It goes beyond pixel-perfect mockups, enabling intuitive, multimodal prototypes — voice, touch, gesture, real-world context — all in real time. That keeps the focus on meaningful human interaction.

The real strength of AI, here, isn’t just speed — it’s amplifying creativity, not replacing it. By automating tedious tasks like resizing, alignment, and layout generation, AI frees designers from manual drudgery — and lets them devote energy to what matters most: impactful, human-first design.

Augmentation, Not Automation

Designers don’t just need new tools; they need smarter ways to bridge ideas and impact. That’s where AI shines. It can automate the tedious, surface hidden insights, and unlock richer possibilities for interaction design.

In a world where hardware is increasingly defined by software, products evolve — not through static specs, but through updates, context awareness, and intelligence orchestration. Every device adapts based on where it’s placed, what it connects to, and what the user truly intends. AI doesn’t just process these signals — it interprets them, turning raw sensor output into smarter, more adaptive experiences. It’s a two-way street: Software interprets hardware output and, in turn, hardware behavior is reshaped dynamically by software. In essence, software gets hardware output — and hardware becomes software — defined, enabling a seamless, evolving synergy between the two, taking into account where they’re placed, what they connect to, and the user’s intent. AI makes sense of this complexity, turning raw data into smarter, more adaptive experiences.

ProtoPie sits at this intersection. The goal of AI design is not to focus on pixels and layouts, but rather to empower designers to prototype more complex and contextual interactions through multimodality — like real time voice, touch, and gesture inputs — without writing a single line of code.

Humanity at the Center

While AI aids designers with scale and speed, creative intuition and lived human experience remain irreplaceable — or as Tony puts it, “Bring humanity to technology.” This mantra goes beyond sentiment. No matter how powerful AI becomes, its true test lies in serving real people. Every design must be validated through genuine human interaction.

Today’s AI tools, such as ChatGPT and Claude, excel at producing text-based assets such as PRDs or prompt drafts, yet they fall short when it comes to interpreting subtle human cues like hesitation or frustration during user testing. By the same token, Figma Make and FigJam’s AI features enhance early-stage ideation, offering quick layout alternatives and design prompts, but they operate only at the surface level.

The real challenge remains translating those sparks into nuanced, interactive experiences that feel human, consistent, and testable at scale. That’s where dedicated prototyping environments, built for depth, not just speed, become essential.

Underpinning this approach are ProtoPie’s Three Laws of AI, which ensure AI remains a reliable, supportive partner in design: Design Integrity, Obedience to Designers, and Transparency & Predictability.

These laws ensure AI remains an ally to human designers — one that respects creative boundaries, honors direction, and acts with clarity and reliability.

Stepping Up to the Ethics Plate

With great AI comes great responsibility. Designers are no longer just creators; they are curators and editors, scrutinizing outputs for bias, clarity, and alignment with user needs. Accountability doesn’t end at the “generate” button. Transparency and fairness must be baked into every AI-powered interaction. A culture of healthy skepticism is essential, where teams debate not only what’s possible but also what’s right, fostering trust and integrity in their creations.

The Prototyping Frontier: What’s Next?

Looking ahead, AI’s role in interaction design will only deepen. Collaboration will become smoother, with AI supporting designers’ intentions rather than replacing them. Prototypes will adapt in real time to user data, accessibility preferences, and shifting contexts. Feedback loops will grow smarter, turning every click, tap, or hesitation into actionable guidance for better design decisions.

As Tony notes, the goal is to “give back control to designers” rather than generate black-box outcomes. ProtoPie’s commitment is simple: Experiment often, learn faster, and stay human.

The Bottom Line: It’s Still About Making (Great) Pies

As Tony Kim reminds us, “Making pies is still the same.”The tools may evolve, from gas stoves to induction, from pen and paper to AI, but the essence of design hasn’t changed. At its core, great design is still about empathy, creativity, and the uniquely human ability to imagine something entirely new (i.e., to create prototypes).

AI may be a powerful new ingredient, capable of accelerating workflows and enhancing precision, but it cannot replace the chef’s intuition. Designers remain the ones who decide what matters, what resonates, and what feels human.

In this context, ProtoPie serves as a guiding principle, lowering barriers so designers can stay in control, and shaping interactions that are usable, inclusive, and meaningful. The future isn’t about AI taking over design; it’s about designers leading the charge, harnessing AI to bring ideas to life faster, while keeping the human touch firmly at the center. Something non-negotiable.

ProtoPie: Designing the Future, One Intuition at a Time

ProtoPie continues to redefine the prototyping landscape by making complex interactions accessible and intuitive. With its evolving capabilities, ProtoPie remains dedicated to enhancing creative control and user well-being, ensuring that innovation serves both design excellence and intuitive user experiences.

Related Posts

SIGGRAPH Spotlight: Episode 103 – Artists, Engineers, and Generative AI in Animation Production

SIGGRAPH Spotlight: Episode 103 – Artists, Engineers, and Generative AI in Animation Production

In this episode of SIGGRAPH Spotlight, Production Sessions Subcommittee member Nathaniel Peters is joined by members of the “Dear Upstairs Neighbors” team to explore the role of generative AI in animation.