Developers say the app simply could not keep lying to users with a straight face
A widely used Los Angeles traffic navigation app announced this week that it will no longer provide estimated arrival times for any route within Los Angeles County, a decision company executives described as an early retirement of sorts for a feature they say had become, over the years, functionally indistinguishable from a coin flip.
A Feature Quietly Gives Up
According to a statement posted to the app’s official blog, engineers had grown increasingly uncomfortable with the gap between the estimates the app displayed and the actual time it took drivers to reach their destinations on freeways including the 405, the 101, and virtually any surface street within a mile of downtown during any hour that could reasonably be described as daytime. Rather than continue refining an algorithm the company says has essentially reached the limits of what data science can achieve against the sheer, structural unpredictability of Los Angeles traffic, the company opted instead to simply stop making the promise altogether.
We looked at our own accuracy numbers and, frankly, we were embarrassed, the company’s head of product said in the announcement. Telling someone their drive will take twenty two minutes when it is going to take fifty five minutes is not really navigation at that point. It is closer to a magic trick, and not even a very good one. We would rather tell people honestly that we do not know than keep pretending we do.
Users React With a Mixture of Relief and Panic
Longtime users of the app have responded with surprising sympathy, with several noting online that they had, in practice, stopped trusting the estimated arrival time years ago anyway, treating it less as a genuine prediction and more as a vague suggestion to be mentally doubled before any important appointment. One commuter said she felt a strange sense of validation seeing the company publicly admit what she had privately suspected since roughly 2019, that the number on her screen each morning was, essentially, decorative.
Others expressed genuine anxiety about the change, noting that even a flawed estimate provided some basis for planning, however unreliable, and that its complete removal left them with nothing to go on beyond vague good luck. A rideshare driver who relies on the app throughout his workday said he now plans trips using what he called old fashioned vibes, a system he admits is not meaningfully less accurate than the app’s estimates ever were, but which at least does not come with the added insult of false confidence.
Competing Apps Take a Different Approach
Rival navigation companies have responded to the announcement with a mix of amusement and caution, with one competitor issuing a statement reaffirming its own continued commitment to providing arrival time estimates, while quietly adding new disclaimer language to its app noting that Los Angeles County estimates carry, in the company’s words, elevated uncertainty during all hours, a phrase transportation analysts note functions as a fairly broad hedge covering essentially the entire day.
Transportation researchers who study Los Angeles traffic patterns say the retired feature’s core problem was never really a software issue at all, pointing instead to a regional freeway system that has, for decades, operated at or beyond its intended capacity, making any single point estimate for a given drive time inherently unstable given how quickly conditions can shift due to a stalled vehicle, a sudden lane closure, or, as one researcher put it, simply too many people trying to get to the same place at the same time in a city built around the assumption that this would not happen quite so often.
What Replaces the Old Feature
In place of a specific time estimate, the app will now display a simple range described internally as a confidence band, along with a small icon the company describes as an honesty indicator, which changes color depending on how volatile current conditions appear to be along a given route. Early user feedback on the new system has been mixed, with several drivers noting that a range spanning anywhere from twenty minutes to over an hour, while more honest, is not exactly more useful for planning a specific meeting time.
Coverage of the announcement, circulating alongside broader transportation reporting from outlets including the Los Angeles Times and LAist, has noted that Los Angeles remains one of the most heavily congested metro areas in the country by most independent measures, a reality the app’s retirement decision appears to acknowledge more directly, if not more helpfully, than any previous update.
Bohiney.com will continue tracking the app’s new honesty first approach, and whether drivers ultimately prefer an accurate shrug over a confident lie.
A Cottage Industry of Workarounds Emerges
In the days since the announcement, several third party developers have already begun releasing unofficial add ons promising to restore some form of estimated arrival time, often built on considerably less sophisticated modeling than the original feature the company just retired. Early reviews of these workaround tools have been mixed, with several users noting that a confidently wrong third party estimate feels, if anything, worse than the honest uncertainty the original app now offers.
City transportation officials, asked whether the change might prompt any broader public policy response, declined to comment directly on a private company’s product decision, though one spokesperson noted dryly that the app’s newfound honesty at least aligned with what the department’s own internal traffic modeling has quietly assumed for years.
SOURCE: https://bohiney.com