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So I guess a new set of $TSLA FSD TAM talking points went out today to the Faithful. @wintonARK

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The 3.3 Trillion Question: What Are USA’s Miles Worth When Cars Drive Themselves? Americans drive about 3.3 trillion miles every year. For more than a century, those miles have been powered by the same inputs: human attention, human time, and human risk. Autonomous vehicles don’t merely change how we drive. They change what those miles are. Once cars can drive themselves, a mile is no longer a unit of human labor. It becomes a service - delivered by software, energy, and capital. And that shift carries an economic value measured not in billions, but in trillions of dollars per year. Driving Has Always Been a Tax on Human Time Every mile driven today quietly consumes time. At typical speeds, Americans collectively spend well over 100 billion hours per year behind the wheel. That time is fragmented, mentally demanding, and largely unusable. Transportation economists have long assigned a dollar value to travel time. Using standard guidance from agencies like the U.S. Department of Transportation, even conservative assumptions imply that time spent driving costs the economy hundreds of billions to over a trillion dollars annually. Autonomy changes that math. When driving no longer requires attention, travel time becomes reclaimed time - time that can be used for rest, work, entertainment, learning, or family. Even if only part of that time is productively reused, the value adds up quickly. Across 3.3 trillion miles, converting driving time into usable time alone plausibly creates $1–$2 trillion per year in economic value. Safety Is an Economic Input, Too Driving is dangerous - and danger is expensive. The National Highway Traffic Safety Administration estimates that car crashes cost the U.S. economy over a trillion dollars per year when medical costs, lost productivity, property damage, and quality-of-life impacts are included. Those costs are not theoretical. They are embedded in insurance premiums, healthcare spending, legal systems, emergency response, and human suffering. Autonomous systems don’t need to be perfect to matter. If they reduce accidents by even 50%, the safety dividend alone could approach $500 billion per year. At higher levels of reliability, that number grows substantially. This is not just about saving money. It’s about reallocating vast resources currently devoted to mitigating preventable harm. Miles Become Cheaper to Produce Human driving embeds labor into every mile. Autonomy removes that requirement. That single change ripples outward: - Commercial transport no longer depends on driver hours - Vehicles can operate far more hours per day - Insurance costs fall as accidents decline - Energy use becomes smoother and more efficient - Vehicles last longer due to optimized driving behavior In economic terms, autonomy lowers the marginal cost of a mile. Transportation becomes more like electricity or data - delivered on demand by infrastructure rather than effort. Even modest reductions in per-mile costs, multiplied across trillions of miles, represent hundreds of billions of dollars in annual savings. Reliability Matters as Much as Speed Most commuters don’t optimize for average travel time. They optimize for certainty. We leave early because we fear being late. We add buffer minutes because traffic is unpredictable. Businesses over-schedule deliveries and staff for the same reason. Autonomous systems smooth traffic flow, reduce accidents that cause sudden delays, and make arrival times more predictable. The economic value of that reliability is real - even if it doesn’t clearly show up in the numbers. Autonomy Unlocks Who Gets to Travel Millions of Americans cannot drive due to age, disability, or health. For them, miles are inaccessible - not inefficient. Autonomous vehicles turn “no trip” into “possible trip.” That means: - Expanded labor force participation - Reduced caregiving burdens - Better access to healthcare and services - Greater independence for aging populations The Big Picture: A Trillion-Dollar Layer Add it all together - time reclaimed, crashes avoided, costs reduced, reliability improved, access expanded - and a clear picture emerges. In a fully autonomous world, America’s 3.3 trillion miles are no longer just distance traveled. They are a productive economic layer, quietly generating value every time someone moves. Conservative estimates suggest $1–$3 trillion per year in value creation. More expansive models, which include land use, productivity spillovers, and new industries enabled by autonomy, will push that number much higher. So, think about what happens when one of the most common human activities - driving - simply disappears.

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