AAH #790 - The Never Ending Learning Process of How The Industry Works
Autoline After Hours
Autoline After Hours May 8, 2026
AAH #790 - The Never Ending Learning Process of How The Industry Works

AAH #790 - The Never Ending Learning Process of How The Industry Works

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AAH #790 - The Never Ending Learning Process of How The Industry Works
Topic

American Center for Mobility

They’re talking about a specific place called the American Center for Mobility where the event activities happen. It’s where people can see and try vehicles and related technology.

Byd Shark 6
Car

Byd Shark 6

The BYD Shark 6 is a BYD vehicle that’s being talked about as part of a lineup or display. The episode mentions the “Shark” branding, suggesting it’s a named model in their range. The conversation here is mainly about what’s being shown.

Brand

GM

GM is a big car company in the U.S. They’re mentioned because the event will show GM-related vehicles or tech for attendees to see.

Concept

hands-on driving

They mean people will actually drive the cars, not just look at them. The point is to learn what the cars are like in real use.

Concept

autonomous technology development

It means testing cars that can drive themselves or help the driver without constant human input. The goal is to see if the car can notice what’s happening around it and respond safely.

Concept

simulate traffic or pedestrian crossings

Instead of trying every risky situation in real life, teams recreate traffic and crosswalk scenarios in a controlled way. That lets them see if the car would notice people and react appropriately.

Term

electro magnetic interference

Electromagnetic interference is like electronic “static” that can mess with a car’s electronics. Researchers test it to make sure the car’s sensors and computers still work reliably.

Term

urban driving

Urban driving is a dense, complex environment with frequent interactions—crosswalks, pedestrians, cyclists, stop-and-go traffic, and unpredictable behavior. Autonomous testing in urban driving focuses on how well the system handles those constant changes and edge cases.

Concept

live demonstration

A live demo means the car is actively running the technology while people watch. Here, it’s meant to show the car can detect a hazard and warn the driver and slow down in time.

Term

warnings

In advanced driver assistance and autonomous systems, “warnings” are alerts generated when the vehicle detects a potential hazard. They’re designed to give the driver (or system) early notice so the car can react—often by preparing braking or reducing speed.

Concept

trade policy

Trade policy refers to government rules that affect cross-border commerce, like tariffs and import/export restrictions. For automakers and suppliers, it can change costs, supply chains, and which technologies or components are economically viable.

Term

greenhouse gas

Greenhouse gases are emissions that trap heat in the atmosphere, and governments regulate them to reduce climate impact. In automotive, greenhouse-gas regulations influence how automakers design powertrains, improve efficiency, and accelerate electrification.

Term

ev transition

The EV transition is the industry shift from internal-combustion vehicles to electric vehicles. It drives changes in product planning, manufacturing, charging infrastructure needs, and compliance with emissions-related regulations.

Concept

China surge

“China surge” means China is moving faster in car technology and new products. The hosts use it to describe how that speed is changing the rest of the industry.

Jeep Wrangler
Car

Jeep Wrangler

The Jeep Wrangler is a popular Jeep model built for off-road use. Here it’s just mentioned while they talk about how long it takes to develop new vehicles.

Jeep Gladiator
Car

Jeep Gladiator

The Jeep Gladiator is Jeep’s truck model. In this part of the show, they mention it while discussing how long vehicle development programs take.

Term

top hat

“Top hat” is an industry shorthand for doing a mostly-updated vehicle using an existing foundation. The idea is you’re not starting from zero—so the timeline can be shorter than a brand-new design.

Term

propulsion systems

A propulsion system is the set of parts that actually makes the car move. For EVs, that includes the electric motor and the electronics that control it.

Term

electrical architecture

Electrical architecture is basically how the car’s electrical “wiring and systems plan” is designed. If you have to create that plan from scratch, it takes longer than reusing an existing one.

Concept

ground up vehicle

“Ground up” means building the vehicle from scratch instead of modifying an existing design. If you’re creating the main systems new, it usually takes more time.

Concept

concept phase

The concept phase is the early stage of product development where requirements, feasibility, and major decisions are formed before engineering and production ramp up. The speaker suggests some advantages in the Chinese approach happen during this phase, affecting overall program speed.

Term

KPIs

KPIs are the specific goals a project team sets—like what they want to achieve and how they’ll measure it. They’re talking about locking those goals in before development really starts.

Term

operating patterns

In product development, “operating patterns” refers to how a program is run—like how teams schedule work, sequence tasks, and manage parallel activities. When timelines get threatened, leadership may change these patterns to compress the schedule while still meeting quality targets.

Concept

compress the schedule

It means speeding up the timeline to get a car program done sooner. That can be tough because you still have to test and make sure the vehicle meets quality targets.

Term

quality deliverables

These are the concrete results the team has to prove to meet standards. Think of them as checkpoints that show the car is good enough to launch.

Term

trade barriers

Trade barriers are rules that can make it harder to bring products from other countries. For cars, that can mean higher costs or fewer options for buyers.

Term

tariffs

Tariffs are extra taxes on imported products. If a country adds tariffs to imported cars, those cars can cost more, which affects sales.

Company

Cardo's

They mention “Cardo’s” as the group that did some market research. The discussion is about what that research says about the auto industry.

Term

EVs

EVs are electric cars that run on electricity stored in a battery. They don’t rely on gasoline the way most cars do.

Term

plug and hybrids

A plug-in hybrid is a car that uses both gas and electricity. You can charge it by plugging it in, but it can also run on gas when needed.

Term

zero emission mandates

These are rules that require certain vehicles to produce no exhaust pollution. The episode is saying that these rules influenced what car makers were forced to sell.

Term

multipropulsion strategy

This is when a car company sells different kinds of powertrains, like gas, hybrid, and electric. The goal is to keep up with what buyers want and what rules require.

Term

hybrid technology

A hybrid car uses two power sources, usually gas and electricity. The idea is to get better fuel economy than a regular gas car, without needing to rely entirely on charging.

Term

BEVZ

A BEV is a fully electric car that runs on a battery. The episode is talking about whether people’s negative opinions about EVs will eventually go away.

Term

electric mode

Electric mode is when the car is driving using electricity instead of gas. It usually depends on how much battery charge you have.

Term

plug it in

“Plug it in” means charging the car using a charger, like at home or at a public station. How much you can drive on electricity depends on how much charge you put in.

Term

price of gas

Gas price affects how expensive it is to drive a gas car. For electric cars, you usually think about electricity cost instead.

Company

JD Power

JD Power is a company that studies cars and how people experience them. Here, the speaker mentions they were trying to help customers understand the real cost of owning a vehicle.

Term

total cost of ownership

Total cost of ownership is the full cost of having a car, not just what you pay to buy it. It includes things like what it costs to power the car and other ongoing costs.

Term

price of electricity

Electric cars cost money to charge, and that cost depends on your electricity rate. Charging at home versus public chargers can change the total cost.

Term

electric vehicle

An electric vehicle is a car that runs on electricity stored in a battery. Instead of buying gas, you recharge it, so your cost depends on electricity prices.

Term

electrified

“Electrified” means the car uses electricity in some way. That can include full EVs, but it can also include hybrids that still use gas.

Concept

ev hype cycle

“Hype cycle” here means people get excited about EVs, then interest can cool down, and later it can rise again. It’s basically describing how enthusiasm and buying behavior change over time.

Term

forecast

A forecast is a prediction of what’s likely to happen later. Here, they’re talking about predicting how many EVs will be sold or used over time.

Term

faster charging

Faster charging means the electric car can recharge more quickly. That matters because it reduces how long you have to wait at a charger.

Term

range

Range is how many miles an electric car can go before it needs charging. More range usually makes an EV easier to live with.

Term

EV

EV means electric vehicle. It’s a car that runs mainly on electricity from a battery, not gas. They’re discussing what would make more people want to buy one.

Term

charging stations

Charging stations are places where you plug in an electric car to recharge it. If there aren’t enough convenient stations, people worry they won’t be able to charge when they need to.

Term

residual basis

Residual value is what a car is expected to be worth later. Saying EVs “took a bath” on residual value means they’ve been dropping in resale/lease value more than people expected.

Brand

Tesla

Tesla is a company that makes electric cars. The hosts are saying that Tesla customers tend to stick with the brand, so Tesla sets the standard for how well an EV brand can keep customers over time.

Concept

economies of scale

Economies of scale means making a lot of cars (or parts) so the cost per car goes down. The idea here is that lower costs can lead to lower prices for EVs.

Term

battery

In an electric car, the battery is the big power source that stores electricity. The hosts are saying the battery may last longer than the rest of the car, which makes EVs feel less risky to buy.

Brand

Bridgestone

Bridgestone makes tires. The sponsor is saying their tires help you stay in control even when the road is wet.

Tesla roadster
Car

Tesla roadster

The Tesla Roadster is an electric sports car. It’s mentioned here because it was also used in a well-known space-launch stunt.

Tesla Model
Car

Tesla Model

The Tesla Model Y is an all-electric SUV. It can include features that help with driving tasks, like staying in lanes or adjusting speed. The podcast mentions it because there was a crash involving a semi truck while using a semi-autonomous driving system.

Tesla Semi
Car

Tesla Semi

The Tesla Semi is a large electric truck used for hauling goods. It’s designed for long-distance driving. In this episode, it’s mentioned as part of a discussion about driver-assistance technology and safety.

Tesla Model S
Car

Tesla Model S

The Tesla Model S is an electric car. Here it’s mentioned because a crash happened while the car was using semi-autonomous driving features.

Term

semi autonomous driving system

“Semi-autonomous” means the car can help with driving, but it’s not fully driving by itself. The driver is still supposed to watch and be ready to take over.

Term

AV

AV stands for autonomous vehicle—cars that use sensors and software to drive with little or no human input. In the episode, AVs are contrasted with human-driven crashes to explain why AV incidents get more attention.

Term

Blue Cruise

BlueCruise is a system that helps the car drive on some highways. It can take over steering and speed control, but only in specific situations and with the driver still being monitored.

Lincoln Navigator
Car

Lincoln Navigator

The Lincoln Navigator is a large luxury SUV. The point here is that it has a driver-assist feature (BlueCruise) that can help on certain roads.

Term

Super Cruise

Super Cruise is GM’s feature that can help the car drive itself on certain highways. It’s not meant for every road situation, and the driver still has to stay alert.

Term

full autonomous vehicles

This means the car can do the driving by itself for the whole trip. It’s not just a feature that helps you—it’s meant to replace the driver’s job.

Term

accident rate

It’s basically how often accidents happen, adjusted for how much driving is happening. So it’s a fairer comparison than just counting accidents.

Concept

decision as a society

They’re talking about whether society should allow a technology that isn’t perfect yet, because it could still save more lives than today’s human driving.

Subaru Outback
Car

Subaru Outback

The Subaru Outback is Subaru’s rugged, all-wheel-drive family vehicle. Here they’re talking about the newer generation and the Wilderness version, which is meant to look and feel more off-road capable.

Hyundai Santa Fe
Car

Hyundai Santa Fe

The Hyundai Santa Fe is a midsize SUV. They’re comparing its styling change to what they think Subaru did with the Outback’s newer look.

Honda Prelude
Car

Honda Prelude

The Honda Prelude is a Honda model name that’s known for being more sporty than a typical family car. In this segment, it’s just another car they’ve driven recently.

Term

steering settings

Some cars let you change how the steering feels. In one mode it may feel more responsive, and in another it may feel calmer or heavier.

Term

engine noise

Some cars can change how loud the engine sounds inside the cabin. Even if the engine doesn’t change much, the car may add or adjust sound to match the driving mode.

Toyota Prius
Car

Toyota Prius

The Toyota Prius is a car that uses both a gas engine and an electric motor. It’s known for getting good gas mileage compared with many regular cars. In the episode, it’s mentioned because its front design is distinctive.

Term

throttle response

Throttle response is how fast the car reacts when you press the gas. If the engine and electric system aren’t working together in the way you expect—especially at low speeds—it can feel delayed or “off.”

Term

S plus button

That “S+” button is a driving mode that makes the car act more aggressively. It usually makes the car respond quicker to the gas and feel more eager when you accelerate.

Honda S2000
Car

Honda S2000

The Honda S2000 is a small sporty roadster known for revving high and feeling very responsive. They’re using it as a benchmark for how “alive” the throttle and driving feel should be.

Term

power and the last one was like twenty two pounds per

That “pounds per” number is a simple way to compare how heavy a car is versus how much power it has. A lower number usually means the car should feel quicker because it’s not as heavy for its power.

Term

pounds per horse power

It’s a simple comparison of how heavy a car is versus how much power it has. If the car has fewer pounds per horsepower, it usually feels quicker.

Lucid Gravity
Car

Lucid Gravity

The Lucid Gravity is Lucid’s electric SUV. They’re discussing what it’s supposed to cost and how that affects sales.

Term

guidance

“Guidance” is the company’s prediction for the future, like how well it expects to do. If they yank it, they’re admitting the earlier forecast was wrong and updating it.

Concept

inventory

Inventory is the stock of cars that are already made but not sold yet. If too many cars sit unsold, it can hurt the company’s finances.

Company

Saudi Arabia

They’re talking about building a factory in Saudi Arabia. The issue is that the company doesn’t have enough sales to keep all plants busy.

Concept

direct sales

Direct sales means the company sells the car to you without using regular car dealerships. That can affect how pricing and inventory are handled.

Company

BMW

BMW is brought up as an example of another automaker reporting bad or challenging news. It’s used to show this isn’t unique to Lucid.

Company

Daimler truck

Daimler Truck is mentioned as another company dealing with tough financial news. It’s used to support the idea that the industry is struggling broadly.

Term

red ink

“Red ink” means the company is losing money. It’s a common way to describe financial trouble.

Hyundai Sonata
Car

Hyundai Sonata

The Hyundai Sonata is a common, everyday sedan model. They’re using it as a comparison to show that some design details—like front lighting—can look similar across different brands.

Lucid Air
Car

Lucid Air

Lucid Air is an all-electric sedan from the brand Lucid. The hosts are talking about how its front lighting design can look similar to other cars, even from far away.

Concept

net profitable

“Net profitable” means the business is actually making money overall, after paying all its costs. The hosts are using it to explain when EV companies stop losing money and start earning it.

Brand

Rivian

Rivian is an electric-vehicle company. They’re known for vehicles that feel built for outdoor and off-road use, and the hosts are comparing that image to other EV brands.

Brand

Fisker

Fisker is another electric-car company. The hosts are comparing Lucid’s situation to Fisker’s—basically, the challenge of growing enough to make money.

Company

Saudi Investment Fund

The Saudi Investment Fund is a major investor. The hosts are saying Lucid depends on that money to keep operating, so if the funding changes, Lucid could struggle fast.

Topic

Live Golf

Live Golf is a sports league that got Saudi money. The hosts use it to illustrate how investors might decide to stop funding something if it keeps losing money.

Concept

ROI

ROI means “how much you get back” compared to what you spent. The hosts are wondering how investors would judge whether funding a car company is worth it compared to funding a sports league.

Term

aluminum

Aluminum is a metal used in cars to help keep weight down. If aluminum gets more expensive, it can hurt a company’s profits.

Volkswagen Jetta
Car

Volkswagen Jetta

The Volkswagen Jetta is a regular four-door sedan meant for daily driving. People talk about it when discussing cost—like whether it’s worth paying more or less for one. In this episode, it’s mentioned as part of a pricing comparison.

Term

V eight engines

This refers to a proposed change in Formula 1 engine configuration from the current V6 to a V8. In F1, engine “configuration” matters because it affects packaging, sound/character, and how the hybrid system integrates with the combustion engine.

Topic

Formula one engine regulation direction (V8 vs V6 hybrids)

They’re debating what Formula 1’s next engine rules might be—V8s instead of the current hybrid V6s—and how that could affect who stays in the sport.

Term

six cylinder hybrids

“Hybrid” in F1 means the car uses both fuel and electricity. The “six cylinder” part means the fuel engine is a V6, and the electric system helps add power and recover energy.

Term

minor electrification

It sounds like they’re saying the car would still have some electricity, but not as much as the current hybrid setup. That could mean less electric boost and less energy being recovered.

Term

carbon free fuel

They’re talking about fuel that’s intended to produce little or no carbon emissions. The goal is to make racing cleaner without changing the basic idea of using fuel to make power.

Term

naturally aspirated

Naturally aspirated engines don’t use a turbo or blower to force air in. The engine relies on its own design and RPM to pull in air and make power.

Term

15,000 rpm engines

RPM is how fast the engine is spinning. Racing engines often run at very high RPM because that’s where they’re designed to make power.

Term

hybrid system

A hybrid system uses both a fuel engine and an electric system. It can capture energy when slowing down and then use that electricity to help the car accelerate.

Brand

Ketillac

“Ketillac” sounds like Cadillac. The point is that a big automaker is investing money into racing hybrid technology.

Brand

Mercedes Benz

Mercedes-Benz is a well-known luxury car brand. The hosts bring it up to compare how different car companies are doing in the market.

Brand

Cadillac

Cadillac is a luxury car brand. They mention it as the company Mercedes-Benz is doing better than.

Term

manual transmission

A manual transmission is a car where you choose the gears yourself using a clutch pedal and a stick shift. The hosts are checking whether that option exists for the car they’re talking about.

Term

simulated shifts

Simulated shifts are when an automatic car pretends to shift like a manual. You might be able to “command” shifts, but the car is still using an automatic transmission underneath.

Term

manual automatic

“Manual automatic” here is shorthand for the idea that a car can be offered in different driveline control styles—either a true manual transmission or an automatic transmission. The hosts are debating how those packages are offered and what options exist for a given model.

Term

emissions

Emissions are the harmful stuff a car releases into the air. Governments set limits, and car makers have to build cars that stay under those limits.

Term

efficiency

Here, efficiency means how much fuel a car uses to go a certain distance. If rules require better efficiency, car makers have to change how the car is built and tuned.

Term

compliance cars

A “compliance car” is basically built to meet legal requirements. Sometimes it’s not made to be the most exciting car—just good enough to pass the rules.

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