Intellectually Curious
Intellectually Curious is a podcast by Mike Breault featuring over 1,800 AI-powered explorations across science, mathematics, philosophy, and personal growth. Each short-form episode is generated, refined, and published with the help of large language models—turning curiosity into an ongoing audio encyclopedia. Designed for anyone who loves learning, it offers quick dives into everything from combinatorics and cryptography to systems thinking and psychology.
Inspiration for this podcast:
"Muad'Dib learned rapidly because his first training was in how to learn. And the first lesson of all was the basic trust that he could learn. It's shocking to find how many people do not believe they can learn, and how many more believe learning to be difficult. Muad'Dib knew that every experience carries its lesson."
― Frank Herbert, Dune
Note: These podcasts were made with NotebookLM. AI can make mistakes. Please double-check any critical information.
Intellectually Curious
Liquid Windows: Squid Skin-Inspired Smart Glass for Buildings
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A deep dive into a University of Toronto breakthrough that uses stacked, squid-skin–inspired fluid layers to dynamically manage light and heat in buildings. We explore how chromatophores and iridophores translate into three layers—an intensity layer, a scattering layer, and a near-infrared absorbing spectral layer—implemented with transparent plastics and microchannels. By pumping fluids, the system lets visible light through while blocking heat, with AI-driven real-time control to optimize lighting, cooling, and heating. The approach promises 25–50% energy savings and scalable, cost-efficient smart glass for future skylines.
Note: This podcast was AI-generated, and sometimes AI can make mistakes. Please double-check any critical information.
Sponsored by Embersilk LLC
I used to work in this corner office. And um around 3 PM every single day, the sun would just hit the glass perfectly.
SPEAKER_02Oh, I know exactly what you mean. The greenhouse effect.
SPEAKER_01Right. It turned the whole room into a blinding, sweltering greenhouse. You'd be sitting there sweating, pulling down those flimsy little shades, just kind of wishing the building itself could, you know, squint.
SPEAKER_02Yeah, like squinting against the glare.
SPEAKER_01Exactly. Well, for everyone listening, we are looking through our stack of research notes today for this deep dive. And there's this incredible new technology out of the University of Toronto. And it turns out buildings actually can squint now.
SPEAKER_02It is such a brilliant concept.
SPEAKER_01Right. We are looking at what they call liquid windows. But to build them, engineers didn't look at sunglasses or anything like that. They looked at squid skin, which is just wild to me.
SPEAKER_02It is wild, yeah. The biomimicry here is just fascinating. So um if you look at a squid or a cuttlefish, their skin isn't just one flat layer of color. It is composed of these stacked, highly specialized organs. Aaron Powell Okay.
SPEAKER_00Stacked organs, like layers of a cake.
SPEAKER_02Sort of, yeah. You have chromatophores, right, which contain pigment and they can very rapidly expand or contract to change color. And then right beneath those, you have iriphores. Right, iridaphores. And those reflect very specific wavelengths of light.
SPEAKER_01Aaron Powell Oh, wow. So it's basically like nature's original pixels, right? But stacked in 3D.
SPEAKER_02That is a perfect way to describe it. But instead of using electricity to emit light like your TV screen does, this technology uses fluid dynamics.
SPEAKER_01Aaron Powell Okay, so how did the researchers actually replicate that? I mean, they didn't just glue squid skin to a window, right?
SPEAKER_02No, definitely not. They use these completely transparent off-the-shelf plastic sheets and they infuse them with millimeter scale microchannels.
SPEAKER_01Oh, I see.
SPEAKER_02Yeah. And by pumping these specialized non-toxic fluids in and out of those tiny channels, they can perfectly mimic the expansion and contraction of those squid cells.
SPEAKER_01Aaron Powell So we have these stacked layers of fluid, but how does that actually help the building? Like what is it doing to the light?
SPEAKER_02Well, it separates out the functions of light using three main layers. So first, um, there is an intensity layer to manage overall brightness.
SPEAKER_01Got it. Like a dimmer switch.
SPEAKER_02Exactly. Then there's a scattering layer to diffuse the light, which basically bounces this really comfortable illumination deeper into the room without any harsh glare.
SPEAKER_01Aaron Powell Oh, that sounds amazing for office spaces.
SPEAKER_02It really is. And finally, there is the spectral layer.
SPEAKER_01Okay, wait, let me pause you there. The spectral layer. I get the color change and the dimming, but a squid isn't trying to lower its air conditioning bill, right? How does pumping liquid through plastic actually manage thermal heat in a building?
SPEAKER_02Aaron Powell That is the magic of the spectral layer. It uses these specialized water-based pigments that physically absorb near infrared wavelengths.
SPEAKER_01And those are the wavelengths that carry heat.
SPEAKER_02Yes, exactly. But here is the brilliant part. They remain completely transparent to visible light.
SPEAKER_01Wait, really? So it can let in the visible light you need to see while completely blocking the invisible heat rays.
SPEAKER_02Exactly right. So all that thermal energy gets trapped in the fluid layer itself rather than passing through the glass and heating up the room you're sitting in.
SPEAKER_01Oh, that is so cool. Yeah. Which means in the winter, I'm guessing you could flush those pigment out to let the infrared heat warm the room naturally.
SPEAKER_02You got it. And then in the summer, you just pump them right back in to block the heat again.
SPEAKER_01That is genius. And looking at the research here, performance modeling shows this kind of dynamic optimization could yield a massive 25 to 50% savings on a building's heating, cooling, and lighting energy.
SPEAKER_02Aaron Powell Yeah, those are hugely significant numbers for sustainability. But um, keeping those savings optimized means you have to adjust three separate fluid layers minute by minute.
SPEAKER_01Aaron Powell Right, because the sun moves across the sky, cloud cover changes, all of that.
SPEAKER_02Exactly. It requires a really intelligent brain to process all that environmental data in real time and automate the pumps.
SPEAKER_01Aaron Powell, which is actually a perfect transition because building that kind of automated intelligence is where a resource like Embersilk comes in.
SPEAKER_02Oh, definitely.
SPEAKER_01Yeah. So for anyone listening, if you need help with AI training, automation, or uncovering where AI agents can make the most impact for your business or even your personal projects, you really need to check out Embersilk.com for your AI needs.
SPEAKER_02Aaron Powell Because whether you are, you know, managing these incredible squid windows or just trying to optimize your own workflow, you absolutely need smart integration.
SPEAKER_01Aaron Powell Right, exactly. Okay. So, okay, back to the windows. With smart AI controlling all this, how soon is this bright future arriving?
SPEAKER_02Aaron Powell Well, the software is crucial, obviously. But what makes this specific University of Toronto research so compelling is the hardware scalability.
SPEAKER_01Aaron Powell Because we already have smart glass on the market, right? Like the kind that tints automatically.
SPEAKER_02Trevor Burrus, Jr. We do, yes. Yeah. But it typically relies on these really exotic electrochemical coatings, which are, frankly, notoriously expensive to manufacture.
SPEAKER_01Aaron Ross Powell Right. I'd imagine outfitting an entire skyscraper with traditional smart glass would be astronomically expensive.
SPEAKER_02Aaron Powell Oh, completely cost prohibitive. But this new system relies on cheap, commercially available plastics and really simple micro pumps.
SPEAKER_01Aaron Powell So they just replaced all that expensive solid-state chemistry with basic fluid dynamics.
SPEAKER_02Trevor Burrus, Jr. Yeah, and everyday materials. It drastically lowers the barrier to scaling this technology up. It makes these hyper-efficient building envelopes accessible on a much wider scale.
SPEAKER_01Aaron Powell That's just such a massive leap forward for human innovation. It makes me so optimistic about the future of our cities.
SPEAKER_02Aaron Powell Me too. There is just so much we can build and solve just by observing the natural world a little more closely.
SPEAKER_01Absolutely. And I want to leave you with a final thought to mull over today. Imagine a future where our skylines dynamically shift and adapt throughout the day, just pulsing like a living coral reef.
SPEAKER_02What a beautiful image.
SPEAKER_01Right. If our buildings can act like cephalopods, what other natural wonders could our cities learn to mimic?
SPEAKER_02It really makes you wonder what's next.
SPEAKER_01It really does. Well, if you enjoyed this podcast, please subscribe to the show. Hey, leave us a five star review if you can. It really does help get the word out. Thanks for tuning in.