Tesla’s Self-Parking Dream: Between Musk’s Promise and FSD’s Reality

When Elon Musk takes to X (formerly Twitter), the automotive and tech world listens. His latest proclamation was both simple and futuristic:

“In the near future, your Tesla will drop you off at the store entrance and then go find a parking spot. When you’re ready to exit the store, just tap Summon on your phone and the car will come to you.”

It’s a vision that encapsulates the dream of autonomous driving — seamless, convenient, almost invisible to the driver. But just as Musk paints this frictionless future, users like Devin Olsen are documenting the rough edges of today’s reality with Tesla’s Full Self-Driving (FSD) V14.1.

In the near future, your Tesla will drop you off at the store entrance and then go find a parking spot.

When you’re ready to exit the store, just tap Summon on your phone and the car will come to you. https://t.co/7oUEk9Bb0H

— Elon Musk (@elonmusk) October 10, 2025

The dream vs. the parking lot reality

In Olsen’s video, FSD V14.1 spent nearly 20 minutes circling a Costco parking lot in search of a spot. The footage, sped up 35x for the viewer’s sanity, shows the car making awkward, sometimes clumsy maneuvers while hunting.

What’s striking is that during this extended “search party,” the Tesla did not once encounter — or at least recognize — an open parking spot. Instead, it failed to venture deeper into the lot or wait for unloading shoppers. In Olsen’s words, the car performed “some really inelegant moves” yet, remarkably, no pedestrians or drivers seemed to notice anything odd. The Tesla blended into the parking lot ecosystem like any other slightly hesitant driver.

That paradox is telling: the technology may not yet be efficient, but it is socially plausible. It doesn’t trigger the uncanny valley of robotics; it just looks like a human having a bad parking day.

A familiar Muskian pattern

The contrast between Musk’s announcement and the on-the-ground footage reflects a recurring theme in Tesla’s history: vision racing far ahead of execution. From the “coast-to-coast autonomous drive” promised in 2016 (still unrealized) to the robotaxi networks forecasted for 2020, Tesla’s narrative thrives on bold horizons.

But while timelines slip, the incremental progress is undeniable. Summon already works in controlled settings. Autopark, though sometimes erratic, continues to evolve. And as Olsen’s video demonstrates, the car’s ability to act “naturally” in public spaces without alarming bystanders may be as important as raw technical perfection.

Parking: the ultimate test of autonomy

Of all the challenges in autonomous driving, parking might seem trivial compared to navigating highways. Yet it encapsulates the complexity of human behavior: hesitation, anticipation, negotiation with other drivers. Finding a spot at Costco on a busy weekend is less about sensor arrays and more about social intelligence — the ability to predict when a minivan will vacate, or whether a cart-pusher will cut across.

That’s where Tesla’s vision still lags. While Musk promises a car that behaves like a valet, today’s FSD is more like an eager intern: willing, impressive at times, but prone to wandering in circles when left unsupervised.

The critical takeaway

For Tesla owners and investors, the lesson is not to dismiss Musk’s optimism but to filter it. The Summon-at-the-door dream is likely to arrive — the hardware is in place, the AI is learning — but its timeline will probably stretch years, not months. Meanwhile, real-world testers like Olsen remind us that the path to autonomy is paved with quirks, frustrations, and the occasional 20-minute parking hunt.

If the future Musk describes is a sleek ballet of cars parking themselves invisibly, today’s reality is more of a dress rehearsal — clumsy, slow, but gradually learning the choreography. And in that tension between vision and execution lies both Tesla’s greatest risk and its enduring allure.

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