Design Better Podcast – Episode Summary
Leonardo Giusti: Archetype AI's Co-Founder on Physical AI and the Limits of the Chatbot
Released March 25, 2026. Hosted by Eli Woolery and Aarron Walter

Episode Overview

In this thought-provoking episode, Eli Woolery and Aarron Walter interview Leonardo Giusti, co-founder and Chief Design Officer of Archetype AI. Giusti’s journey traverses the junctions of art, science, R&D, and product design—having pioneered innovative projects at Google (Soli and Jacquard) and now leading the development of AI foundation models centered on continuous sensor data from the physical world. The conversation critically examines why the chatbot interface may be inadequate for physical AI, the critical role of design in transitioning technology from R&D to real-world products, and the immense responsibility designers and technologists face in magnifying or limiting human capacity in an AI-powered future.

Key Discussion Points & Insights

1. Design as a Bridge: From R&D to Productization

• Leonardo’s Path: Giusti introduces his multidisciplinary background—melding cognitive science, robotics, and design (04:27–09:59).
  • Quote: “Design can be seen as an inquiry method, a way to question the status quo. …It’s about discovering the problems that are worth solving, to outline new narratives and vision for the future.” (06:12, Giusti)
• Designer’s Role in R&D:
  Giusti details his approach to embedding alongside scientists and engineers, treating emerging technologies as materials to be studied, experimented with, and ultimately "materialized" into viable products.
  • He underscores the importance of “material studies”—deeply understanding technology properties before setting product constraints (14:23–18:18).
  • Quote: “As a designer, our role is to understand it and try to materialize it into something tangible and concrete.” (14:26, Giusti)

2. Project Soli & Jacquard: Human-Centric Physical Interfaces

• Project Soli:
  Soli, a miniature radar embedded in consumer electronics, allowed devices to recognize presence and nuanced gesture, providing a more seamless, non-verbal interaction model (04:27–11:37).
  • Quote: “The core idea of Soli was that this tiny radar was embedded in consumer electronics that now become aware of their surroundings and aware of people’s behavior.” (08:13, Giusti)
  • Inspiration came from human nonverbal cues, aiming for devices that don’t just get smarter, but “more polite and participate in a more harmonious way in our day to day life.” (10:17, Giusti)
• Project Jacquard:
  Focused on integrating interactivity with familiar objects (e.g., Levi’s jackets, Yves Saint Laurent bags) through conductive textiles—emphasizing enhancement over novelty, and respecting manufacturing realities.
  • Quote: “When we want to bring technology and intelligence and connectivity to the physical world, we should start from what we already have and try to make it better. In order to do that, we need to deeply understand as designers how things are made.” (12:43, Giusti)

3. Timing & Transitioning R&D Innovations to Consumer Products

• Navigating Product Readiness:
  Giusti reflects on notorious examples (Apple Newton, Google Glass, Segway) to illustrate the complexity of launching products ahead of their time (18:18–21:34). He recommends prototyping in small batches—especially in hardware—to better gauge market readiness.
  • Quote: “Understanding the right timing for a technology and if there is the right social, cultural content, I believe it’s really hard to do on paper.” (20:56, Giusti)

4. Archetype AI: Foundation Models for the Physical World

• Beyond Chatbots:
  Giusti explains Archetype AI’s mission: building foundation models that process sensor data (from accelerometers, cameras, etc.) rather than just language or images—creating an intelligence layer that bridges the digital and physical realms (21:34–25:31).
  • Quote: “Our foundation model is designed from the ground up to continuously analyze sensor data and translate them into an interpretation that is useful for certain tasks.” (22:02, Giusti)
• Real-World Applications:
  • Predictive Maintenance: Factories with sensor-embedded machines can use Archetype’s models to spot anomalies and preempt breakdowns.
  • Urban Safety: In partnership with the city of Bellevue, WA, Archetype AI analyzes intersection cameras to identify “near misses” and optimize traffic signals, even accommodating vulnerable pedestrians.
  • Quote: “We are trying to augment [people] to make the right decisions.” (24:57, Giusti)
• Rationale for Physical AI:
  Giusti challenges the dominance of chatbot interfaces for AI:
  • Summary Insight: Chatbots are inherently limited for physical settings, as they miss the richness and context of real-world sensor inputs.

5. Ethics and Privacy in Ubiquitous Sensing

• Dual-Use Risks:
  The team addresses the profound ethical considerations in deploying AI across public and private domains, especially around surveillance and potential abuse by authoritarian actors (25:31–26:27).
  • Quote: “I think we have a problem as a society that is beyond what Archetype is doing…” (26:27, Giusti)

Notable Quotes & Memorable Moments

| Time | Speaker | Quote | |--------|--------------|-------------------------------------------------------------------------------------------------------------------------------| | 06:12 | Giusti | “Design can be seen as an inquiry method, a way to question the status quo… It’s about discovering the problems that are worth solving, to outline new narratives and vision for the future.” | | 08:13 | Giusti | “The core idea of Soli was that this tiny radar was embedded in consumer electronics that now become aware of their surroundings and aware of people’s behavior.” | | 10:17 | Giusti | “It’s not that we need to make [devices] smarter, but maybe they can be a little bit more polite and participate in a more harmonious way in our day to day life.” | | 12:43 | Giusti | “We should start from what we already have and try to make it better. In order to do that, we need to deeply understand as designers how things are made.” | | 14:26 | Giusti | “As a designer, our role is to understand it and try to materialize it into something tangible and concrete.” | | 20:56 | Giusti | “Understanding the right timing for a technology and if there is the right social, cultural content, I believe it’s really hard to do on paper.” | | 22:02 | Giusti | “Our foundation model is designed from the ground up to continuously analyze sensor data and translate them into an interpretation that is useful for certain tasks.” | | 24:57 | Giusti | “We are trying to augment [people] to make the right decisions.” |

Segment Timestamps

• 00:01–04:27 — Leonardo’s journey: blending curiosity, R&D, and design; overview of Archetype AI origins
• 04:27–09:59 — Experiences at Google ATAP: Project Soli, synergy with R&D teams, and shaping design through critical practice
• 09:59–12:15 — Human social cues in technology; cross-cultural gestural design
• 12:15–13:57 — Project Jacquard insights: integrating tech into the familiar, focusing on augmenting existing products
• 13:57–18:18 — The designer’s role in early-stage technology, “material studies,” and mapping new tech for product designers
• 18:18–21:34 — The challenge of timing: when to move innovation into the mainstream and the importance of prototyping in hardware
• 21:34–25:31 — Archetype AI’s sensor-based foundation models, real-world use cases in manufacturing and urban safety
• 25:31–26:27 — Ethics, privacy, and societal implications of ubiquitous sensing and physical AI

Tone & Language

The conversation is reflective, intellectually curious, and pragmatic—balancing critical analysis with optimism about technology’s potential when steered by thoughtful design. Giusti’s language is grounded yet visionary, often returning to the necessity of humility and curiosity in designing for future human/AI collaboration.

In Summary

This episode illuminates the underestimated complexities and responsibilities at the interface of design, AI, and the physical world. Through real-world examples and personal anecdotes, Giusti challenges listeners to think beyond chatbots and screens—and to instead adopt a mindset where design empowers technology to integrate seamlessly, ethically, and humanely into the fabric of daily life.

For full episodes and further resources: Design Better Podcast