#2970: The $300,000 Paint Job: Inside Airliner Coating Science

Why painting a 737 costs more than a house and involves self-healing chemicals, thermal stress math, and 1,100 square meters of precision.

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A commercial airliner's paint job is one of the most chemically and logistically demanding coating processes in existence — yet it's completely invisible to passengers. A full repaint of a Boeing 737 costs $150,000 to $300,000, takes seven to fourteen days, and adds 250 to 300 pounds to the airframe. That weight costs an airline roughly $3,000 per aircraft per year in extra fuel. For a fleet of 700 aircraft, that's real money — and that's before the paint even goes on.

The chemistry is what separates aerospace coatings from automotive paint. Aircraft use crosslinked polyurethanes and epoxies engineered for conditions that would destroy car paint in a single flight: temperature swings from -55°C at altitude to +50°C on the tarmac, intense UV bombardment, aggressive hydraulic fluids like Skydrol, rain erosion at 500 knots, and de-icing chemicals. The primer contains corrosion inhibitors — historically hexavalent chromium compounds like strontium chromate — that actively protect aluminum from galvanic corrosion around dissimilar metal fasteners.

Surface preparation is 80% of the battle. After stripping old paint using chemical strippers and media blasting, a chromate conversion coating (Alodine) creates a passive oxide layer that provides corrosion resistance and chemically bonds with the epoxy primer. That primer, typically PPG Desothane HS, is applied at just 0.8 to 1.2 mils — thinner than a human hair — across 1,100 square meters of surface area. Inspectors use eddy current thickness gauges to verify uniformity. The topcoat, an isocyanate-polyol polyurethane, provides color and UV resistance. A major regulatory tension now exists: hexavalent chromium is a known carcinogen, but non-chromate alternatives like zinc molybdate lack the self-healing properties that allow chromium ions to migrate and passivate scratches over time. European operators under EASA are moving faster toward alternatives; U.S. operators are more cautious, waiting for long-term performance data before abandoning a proven system.

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#2970: The $300,000 Paint Job: Inside Airliner Coating Science

Corn
Daniel sent us this one — he wants us to talk about what goes into painting a commercial airliner. The chemistry, the engineering, the sheer logistical puzzle of coating something the size of four tennis courts in a finish that survives minus fifty-five at altitude, plus fifty on the tarmac in Dubai, and rain erosion at five hundred knots. And he's right — it's one of those processes that's completely invisible to passengers but genuinely astonishing once you look at it.
Herman
Two hundred and fifty to three hundred pounds. That's how much paint a fully liveried 737 carries. It's the weight of an extra passenger, permanently bolted to the airframe, and every pound costs fuel. Airlines obsess over this number.
Corn
The paint job is literally a line item on the fuel budget.
Herman
At today's jet fuel prices, around two dollars fifty a gallon, that extra three hundred pounds costs roughly three thousand dollars per aircraft per year in fuel. Multiply that across a fleet of seven hundred aircraft and you're looking at real money. And that's before we even get to the cost of actually applying the paint.
Corn
Which, from what I've read, is somewhere between a luxury car and a small house.
Herman
A full repaint runs a hundred and fifty to three hundred thousand dollars per aircraft. Takes seven to fourteen days. American Airlines' AstroJet livery program a couple years back — their triple sevens needed fourteen days each, eighty gallons of paint, forty gallons of primer, two hundred thousand dollars a plane.
Corn
Let me put that in perspective for listeners. You're telling me that painting one 777 costs more than the median home in a lot of American cities. And they do this every five to seven years, per aircraft, across fleets of hundreds. What's the total annual paint spend for a major carrier?
Herman
For someone like Delta or United, you're looking at tens of millions annually just on paint and paint-related labor. It's a significant operational expense. And it's not optional — you can't just decide to skip a repaint cycle and run the aircraft a few more years.
Corn
Which brings us to the obvious question. So why does a 737 need a paint job that costs more than a house? Let's start with the scale of the problem. A 737-800 has about eleven hundred square meters of surface area. That's roughly four tennis courts. Every square inch has to be coated uniformly, and the coating has to survive conditions that would destroy automotive paint in a single flight.
Herman
This is where most people get it wrong. They think aircraft paint is just car paint but more expensive. It's not. Car paint uses acrylic or polyester resins. Aircraft paint uses crosslinked polyurethanes and epoxies that are chemically engineered for a completely different set of demands.
Corn
What kind of demands are we talking about?
Herman
Temperature swings from minus fifty-five Celsius at forty thousand feet to plus fifty Celsius sitting on the tarmac in the Middle East. That's a hundred and five degree delta. UV bombardment at altitude, where there's less atmosphere to filter it — and I mean real UV, not what gives you a sunburn at the beach. Hydraulic fluid — Skydrol, specifically — which is aggressively solvent-like and will strip most coatings on contact. Rain erosion at five hundred knots, which is basically sandblasting with water. De-icing fluids like propylene glycol that can soften certain polymers. And through all of that, the paint has to keep protecting the aluminum underneath from corrosion.
Corn
It's a protective system that happens to look like a livery, not a livery that happens to protect.
Herman
That's exactly the right way to think about it. The primer underneath the color coat contains corrosion inhibitors — historically hexavalent chromium compounds, specifically strontium chromate — that actively protect the aluminum airframe from galvanic corrosion. Without that paint system, an aircraft would corrode rapidly, especially around the dissimilar metal fasteners where steel meets aluminum.
Corn
Galvanic corrosion being what happens when you have two different metals in contact with an electrolyte, and one essentially becomes a sacrificial anode.
Herman
The aluminum airframe and steel fasteners create a tiny battery whenever moisture is present. The aluminum corrodes preferentially. And at altitude, you get condensation cycling every time the aircraft descends into warmer, more humid air. It's a corrosion engineer's nightmare. Think about it — the aircraft climbs to forty thousand feet, the skin gets cold-soaked, then it descends into humid air at the destination, and moisture condenses on every surface, including inside lap joints and around fasteners. That happens multiple times a day, every day, for years.
Corn
Before a single drop of color touches the aluminum, there's a chemical dance that happens first.
Herman
Surface preparation is everything. It's eighty percent of the battle. You can apply the most advanced polyurethane topcoat in the world, but if the surface underneath isn't properly prepared, it'll peel off within months. I've seen it happen — a million-dollar paint job ruined because someone rushed the prep work.
Corn
What does proper preparation actually involve? Walk me through it step by step.
Herman
The first step is stripping the old paint. For decades, the industry standard was chemical stripping using methyl ethyl ketone — MEK — which is an incredibly effective solvent. But in 2025, both the FAA and EASA updated their guidance restricting MEK use because of occupational exposure and environmental concerns. That forced reformulation of paint strippers across the industry. These days, facilities use a combination of less aggressive chemical strippers and media blasting — essentially shooting tiny particles at the surface to mechanically remove old paint.
Corn
Which presumably introduces its own challenges. You're blasting an aluminum airframe with abrasive particles.
Herman
You have to be extremely careful. Too aggressive and you damage the aluminum skin. Too gentle and you leave old coating behind, which creates adhesion problems for the new paint. It's a precision process. And you're doing this on a surface the size of four tennis courts, much of it curved, with rivets and seams and access panels everywhere. Once the old paint is off, you inspect every square inch for corrosion, cracks, or damage. Then comes the conversion coating.
Corn
This is the Alodine process?
Herman
Alodine is the trade name — it's a chromate conversion coating. You apply a solution containing hexavalent chromium compounds to the bare aluminum. It reacts with the surface to create a passive oxide layer that does two things. One, it provides corrosion resistance by itself. Two, it creates a microscopically rough surface that mechanically interlocks with the primer. And three — actually three things — it provides hydroxyl groups on the aluminum oxide surface that chemically bond with the epoxy resin in the primer.
Corn
It's a chemical primer for the primer.
Herman
That's a perfect way to put it. It's a chemical bridge between the metal and the organic coating. Without it, you're relying purely on mechanical adhesion, and that fails under thermal cycling because aluminum and epoxy expand and contract at different rates. Aluminum's coefficient of thermal expansion is about twenty-three parts per million per degree Celsius. Epoxy is closer to fifty or sixty. Over a hundred-degree temperature swing, those differences add up to real stress at the interface.
Corn
The conversion coating is essentially accommodating that mismatch.
Herman
It's absorbing the strain. The chromate layer is inorganic, so it doesn't expand and contract the way the organic polymer does. It's a buffer zone.
Corn
There's been a regulatory push to move away from hexavalent chromium, hasn't there?
Herman
Hexavalent chromium is a known carcinogen. The 2024 to 2025 regulatory cycle saw serious pressure to replace it with trivalent chromium or non-chromate alternatives like zinc molybdate. The problem is performance. Hexavalent chromium has this remarkable property where it leaches slowly from the primer over time, so if the coating gets scratched, chromium ions migrate to the exposed area and passivate it — they essentially heal the scratch.
Corn
Self-healing paint, decades before microcapsules.
Herman
The non-chromate alternatives don't do that. Zinc molybdate provides good barrier protection but doesn't have the same active healing mechanism. So you trade safety during application — protecting the workers in the paint facility — against long-term corrosion protection. It's a genuine engineering tension, not just a regulatory checkbox.
Corn
How do airlines actually navigate that tension in practice? Are they switching, or sticking with chromates?
Herman
It depends on the regulatory jurisdiction and the aircraft type. European operators under EASA have been moving faster toward non-chromate systems. operators have been more conservative, partly because the FAA's acceptance of alternatives has been slower, and partly because the performance data on long-term corrosion protection with non-chromate primers is still being gathered. Nobody wants to be the airline that discovers, ten years from now, that their fleet has widespread hidden corrosion because they switched primers too early.
Corn
Once the conversion coating is applied, then comes the primer.
Herman
Two-part epoxy primers. PPG Desothane HS is one of the industry standards. You mix an epoxy resin with an amine curing agent just before spraying, and the chemical reaction starts. The epoxy groups react with the amine to form a crosslinked three-dimensional network. And this is key — that crosslinked structure is what gives epoxies their chemical and mechanical resistance.
Corn
Why epoxy specifically for the primer layer?
Herman
Adhesion and corrosion protection. The epoxy bonds chemically to those hydroxyl groups on the conversion coating, and it's an excellent vehicle for carrying the chromate corrosion inhibitors. It also provides a slightly flexible base that can accommodate the thermal expansion differences between the aluminum and the harder polyurethane topcoat.
Corn
You've got this layered system where each layer has a specific chemical job, and they all have to work together.
Herman
Each one depends on the layer beneath it. If the conversion coating is patchy, the primer won't bond evenly. If the primer is too thin, you lose corrosion protection in that area. If the primer is too thick, it adds weight. The spec for primer thickness on a commercial airliner is typically point eight to one point two mils — that's thousandths of an inch. It's incredibly precise. For context, a human hair is about two to three mils thick. So we're talking about a primer layer that's thinner than a hair, applied uniformly over eleven hundred square meters.
Corn
That's absurd. How do you even measure something that thin across a surface that large?
Herman
Eddy current thickness gauges. You place a probe on the surface, it induces a current in the aluminum underneath, and the instrument calculates the coating thickness based on the electrical response. Inspectors walk the entire aircraft taking hundreds of measurements. If any area is below spec, it gets another pass with the spray gun.
Corn
Now we get to the topcoat. This is the polyurethane layer that actually carries the color and the livery design.
Herman
This is where the chemistry gets really interesting. Aerospace polyurethanes — AkzoNobel Aerodur is another major product — are based on a reaction between isocyanates and polyols. When you mix them, the isocyanate groups react with the hydroxyl groups on the polyol to form urethane linkages. As the reaction proceeds, you get a densely crosslinked polymer network.
Corn
Why polyurethane over, say, acrylic enamel?
Herman
Flexibility at low temperatures, UV resistance, and chemical resistance. Acrylics get brittle at minus fifty-five — they'll crack. Polyurethane stays flexible because the crosslinked network can absorb mechanical stress without fracturing. For UV resistance, polyurethanes are formulated with hindered amine light stabilizers — HALS — that absorb UV photons and dissipate the energy as heat rather than letting it break chemical bonds in the polymer.
Corn
It's got built-in sunscreen.
Herman
Chemically engineered sunscreen, yes. And it's not just a single UV absorber slapped in. A typical aerospace polyurethane formulation might contain three or four different HALS compounds, each optimized for a different part of the UV spectrum. They work synergistically. And then there's the chemical resistance. Skydrol hydraulic fluid is a phosphate ester-based fluid that's incredibly aggressive. It'll dissolve acrylics, it'll attack polyester resins, it'll soften epoxies over time. Polyurethane swells slightly on contact with Skydrol but doesn't dissolve. Once the fluid evaporates or is cleaned off, the polyurethane returns to its original state.
Corn
That's a high bar. Surviving what is essentially industrial solvent.
Herman
It has to do it repeatedly, for years, across thousands of flight cycles. A typical livery lasts five to seven years before the aircraft needs a full repaint.
Corn
What actually drives the repaint cycle? Is it aesthetics, or does the paint stop protecting the aircraft?
Herman
Both, but protection is the primary driver. The main failure modes are chalking, erosion, and chemical degradation. Chalking is what happens when UV radiation breaks down the resin at the surface — you get a white, powdery layer of degraded polymer. It doesn't necessarily compromise protection immediately, but it's a sign that the UV stabilizers are depleted. Erosion is mechanical — rain and dust impact at high speed literally wears away the coating. You see it most on leading edges of wings, the nose cone, and engine nacelles.
Corn
The parts that hit the air first.
Herman
Those areas are repainted more frequently than the rest of the aircraft. Next time you're on the tarmac, look at the leading edges of the wings — you'll often see they're slightly different in appearance because they've been touched up between full repaint cycles. And then there's chemical attack from de-icing fluids. Propylene glycol, which is the main de-icing fluid, can soften polyurethane over repeated exposure. Aircraft that operate extensively in cold climates — think Canadian routes, Northern European routes — tend to need repainting sooner.
Corn
We've got a perfectly primed, chemically bonded surface. Now comes the fun part — actually applying the livery.
Herman
This is where it goes from chemistry to art and logistics. Complex livery designs — think the Eurowings yellow belly or any of the retro jet schemes — are applied using a combination of stencils, vinyl masks, and increasingly, computer-guided spray robots.
Corn
I was going to ask about the robots. Is this still a hand-sprayed process?
Herman
It's a mix. The base coats are increasingly applied by robotic systems because they can maintain consistent thickness and coverage across the entire airframe. But the detailed livery work — the logos, the curves, the registration numbers — still involves skilled human painters using stencils and masks. A full livery can involve dozens of individual stencils. I've seen time-lapse videos of a 787 being painted, and it looks like a combination of an automotive paint booth and a fine art studio.
Corn
The color matching? You're painting an aircraft that might be next to another aircraft from the same fleet, and they need to look identical.
Herman
Metamerism is the nightmare. That's when two colors match under one light source — say, the hangar's fluorescent lights — but look completely different under another, like sunlight on the tarmac. Paint manufacturers have to formulate colors that are metamerism-resistant, which means the spectral reflectance curves have to match, not just the visual appearance under one light source.
Corn
You can't just use a Pantone code and call it a day.
Herman
Not even close. Each batch of paint has to be spectrophotometrically matched to the master standard. And because polyurethane paint continues to cure and shift slightly in color for weeks after application, you have to account for that drift. It's one of the harder color-matching problems in industrial coatings. Automotive paint has the same issue, but cars are smaller and you're not typically parking two cars from different paint batches right next to each other at sixty miles an hour. Aircraft from different paint cycles end up side by side at gates constantly.
Corn
You could have an aircraft painted in Singapore and another painted in Dallas, and they need to look identical when they're parked next to each other at Heathrow.
Herman
And they were painted months apart, possibly with different batches of paint, by different crews, under different humidity conditions. The fact that airlines achieve visual consistency at all is kind of remarkable.
Corn
Then there's the curing process. This isn't just leaving the aircraft in a hangar and waiting.
Herman
After each coat — primer, base color, livery details, clearcoat — the aircraft is moved into a temperature-controlled hangar at seventy to eighty degrees Fahrenheit for eight to twelve hours. Some facilities use infrared heaters to accelerate the crosslinking reaction. You can't rush it too much because if the surface cures faster than the underlying layers, you get solvent entrapment — bubbles or blisters under the paint.
Corn
Trapped moisture under the paint causing corrosion. That's what happened with the Qantas A380 incident.
Herman
In 2010, Qantas Flight 32 had an uncontained engine failure — a rotor burst on a Rolls-Royce Trent 900 engine. During the fleet-wide inspection that followed, they found paint blistering on some aircraft. The root cause was trapped moisture under the paint, which had caused corrosion that was hidden until the paint blistered. That incident drove major changes to primer application humidity controls across the industry. Now, paint facilities monitor ambient humidity obsessively, and the aluminum surface has to be verified dry — not just visibly dry, but measured with surface moisture meters — before primer is applied.
Corn
A four hundred million dollar aircraft brought down by humidity in a paint hangar. Well, not brought down, but —
Herman
And that's the thing about aircraft paint. It's not just about looking good. It's a safety-critical system. Corrosion hidden under paint can become a structural issue if it's not caught.
Corn
Let's talk about the weight engineering side, because that's where the economics get fascinating.
Herman
Every gallon of paint weighs about ten to twelve pounds. A full livery — primer, basecoat, and clearcoat — is two hundred and fifty to three hundred pounds across the entire aircraft. And airlines have done the math obsessively. Delta and Ryanair have both experimented with stripping paint from certain surfaces, particularly the belly, to save weight.
Corn
The Southwest bare metal experiment is the classic case study here.
Herman
It's the perfect example of the tradeoff. In the 1990s, Southwest Airlines experimented with polished aluminum — no paint at all on large portions of the aircraft, just the bare metal polished to a shine. They saved about a hundred and fifty pounds per aircraft compared to a full paint job, which translated to meaningful fuel savings across their fleet. But they eventually abandoned it.
Corn
Because the maintenance costs ate the fuel savings.
Herman
Bare aluminum corrodes. You have to polish it constantly. You have to inspect it more frequently. You have to treat corrosion spots when they appear. And the labor costs for all that maintenance exceeded the fuel savings. The paint, for all its weight and cost, was actually the cheaper option over the life of the aircraft.
Corn
Which is a beautiful example of systems thinking. You can't optimize one variable — weight — without understanding how it connects to maintenance, corrosion, inspection intervals, labor costs, and aircraft downtime.
Herman
That's why every major airline today paints their aircraft. The math has been done. The protective value of the coating system outweighs its weight penalty.
Corn
It does make me wonder — are there airlines that go the other direction? That use heavier paint applications for longer durability?
Herman
Cargo carriers sometimes do this. They're less concerned about aesthetics and more concerned about maximizing the interval between repaints. A FedEx or UPS aircraft might get a slightly thicker coating with the logic that the added weight is offset by fewer days out of service for repainting over the aircraft's life. Different operators optimize for different variables.
Corn
What about emerging technologies? What's coming down the pipeline?
Herman
A few things. PPG has developed something called Aerocron, which is an electrocoat primer — applied like automotive e-coat, using electrodeposition. You submerge the part or spray it and apply an electric current, and the charged paint particles migrate uniformly to the surface. It gives incredibly even coverage on complex shapes, which is hard to achieve with spray application.
Corn
Like powder coating but wet.
Herman
Electrodeposition has been used in automotive manufacturing for decades, but adapting it to aircraft-scale components with aerospace-grade epoxies is new. Sherwin-Williams has Aerolon, which is a low-VOC polyurethane formulated to meet the 2025 EPA AIM rules — Architectural and Industrial Maintenance coatings regulations that tightened volatile organic compound limits.
Corn
Graphene is showing up everywhere, including aircraft paint apparently.
Herman
Both Airbus and Boeing R and D groups are investigating graphene-infused topcoats. The main application is anti-static properties. When an aircraft flies through certain atmospheric conditions, it builds up static charge. Normally that dissipates through static wicks on the trailing edges, but a conductive topcoat could distribute the charge more evenly and potentially reduce lightning strike damage.
Corn
Lightning strikes being a regular occurrence for commercial aircraft.
Herman
The average commercial airliner gets struck by lightning about once a year. It's designed to handle it — the aluminum skin acts as a Faraday cage — but the paint at the strike point gets vaporized. A more conductive paint could reduce the localized damage.
Corn
There's also the self-healing paint research.
Herman
Fraunhofer Institute published work in 2024 on microcapsule-based self-healing clearcoats. The idea is you embed tiny capsules filled with a healing agent — typically a liquid monomer or resin — throughout the clearcoat. When a crack forms, it ruptures the capsules, the healing agent flows into the crack, and it polymerizes on contact with air or with a catalyst also embedded in the coating.
Corn
Like platelets in blood.
Herman
Exactly the same mechanism. The problem for aviation is twofold. One, the microcapsules add weight — not a lot, but every gram counts when you're talking about coating eleven hundred square meters. You have to prove that the self-healing mechanism works reliably across the full temperature range, doesn't interfere with the other coating layers, and doesn't degrade over the five to seven year service life. Nobody's cracked that yet.
Corn
We're still a ways off from aircraft that heal their own scratches.
Herman
Probably a decade or more before we see it in commercial aviation. Military applications might come sooner — they're willing to pay a premium for reduced maintenance.
Corn
All of this chemistry and engineering boils down to a few principles you can apply to any coating challenge. What are the big ones?
Herman
First, substrate preparation is eighty percent of the battle. The best topcoat in the world won't save a poorly prepared surface. The conversion coating, the cleaning, the moisture control — that's where adhesion is won or lost.
Corn
Like any relationship, really. It's all about what happens before the top layer goes on.
Herman
Second, crosslinked polymers are the workhorses of extreme-condition coatings. Epoxies and polyurethanes form three-dimensional networks that resist solvents, temperature swings, and mechanical stress in ways that linear polymers — thermoplastics — simply can't. It's the crosslinking that makes the difference.
Corn
The chemical equivalent of rebar in concrete.
Herman
Third, there's no free lunch. Every design choice is a tradeoff. Chromates give you self-healing corrosion protection but they're toxic to the workers applying them. Bare metal saves weight but increases maintenance costs. Thicker paint protects better but burns more fuel. The entire industry is a constant optimization problem.
Corn
Fourth, the paint is not cosmetic. It's a protective system that happens to be colorful. The corrosion inhibitors in the primer are actively protecting a multi-million dollar aluminum structure from galvanic corrosion every single flight.
Herman
If you take one thing away from this, it's that. Next time you see an aircraft on the tarmac, look at the leading edges of the wings and the engine nacelles. Those areas are repainted more frequently than the rest of the aircraft because of erosion. That's a visible clue to the physics of flight — the places where the air hits hardest are the places where the paint wears fastest.
Corn
It's a wear indicator for the invisible forces acting on the aircraft.
Herman
It tells you something about how brutal the environment is at five hundred knots. Rain isn't just rain at that speed. It's a high-velocity abrasive.
Corn
Where does this go in the next decade? You mentioned the 2030 net-zero targets.
Herman
Every pound of paint will be scrutinized. We may see a shift to thinner, multi-functional coatings that combine primer, color, and UV protection in a single layer. The PPG electrocoat approach points in that direction — one uniform coating that does everything. You lose some of the layered optimization, but you save significant weight.
Corn
A single coating that does the job of three layers. That's a materials science challenge.
Herman
You need a polymer that provides corrosion inhibition, UV resistance, color stability, and mechanical durability all in one formulation. Nobody's quite there yet, but the regulatory pressure and the fuel cost pressure are both pushing hard in that direction.
Corn
What about the self-healing question? Will we ever see it?
Herman
I think we will eventually, but not in the form most people imagine. The microcapsule approach is elegant in the lab but hard to scale. The more likely path is intrinsic self-healing — polymers designed with reversible crosslinks that can re-form after being broken. There's work on Diels-Alder reactions, where the crosslinks break under mechanical stress but re-form when heated. Imagine an aircraft that goes through a bake cycle during heavy maintenance and the paint essentially re-heals its micro-cracks.
Corn
You park the aircraft in a heated hangar for a maintenance check and the paint fixes itself while you're inspecting the engines.
Herman
That's the vision. It's not science fiction — the chemistry works in the lab. The challenge is making it durable enough for aviation and cost-effective enough for commercial operators.
Corn
That's where we'll leave it — wondering whether the 737 of 2040 will heal its own scratches while sitting on the tarmac in Dubai. Thanks to Hilbert Flumingtop for producing.

And now: Hilbert's daily fun fact.

Hilbert: By 1815, the Russian Empire's postal service had established over three thousand two hundred post offices across its territory, but fewer than forty of them were located in the entire Caspian basin region — an area roughly the size of France — making a letter from Astrakhan to Baku a journey that could take three months.
Corn
...right.
Corn
This has been My Weird Prompts. If you enjoyed this episode, rate us five stars and tell a friend who loves aviation or chemistry. We'll be back with another one soon.

This episode was generated with AI assistance. Hosts Herman and Corn are AI personalities.