Autonomous Driving: From PROMISE to REALITY - Part I

If you’ve been following autonomous driving developments, you’ve probably heard this timeline before:

“Fully self-driving cars are 2–3 years away.”

*That was true in 2016 and still true in 2026! *
So where are we, really?

First, let’s be honest: this is no longer hype

➔ Waymo operates #robotaxis in multiple cities, logging 170+ million miles driven
➔ Baidu ApolloGo has 17+ million rides across 20+ cities
➔ WeRide & Pony.ai are running autonomous shuttles with #Grab & #ComfortDelGro in #Singapore

These are real operations on public roads.
But — they are not everywhere, & they don’t work everywhere.

The APPROACH: A Strategic Divide Is Emerging

If you strip away the noise, the industry is basically split into two groups:

“Make it safe first, scale later” ( Waymo , Aurora, Baidu , WeRide , Pony.ai , Zoox )
➔ Heavy sensors (lidar, radar, cameras)
➔ Defined operating zones
➔ Controlled rollout

“Scale first, solve in software” (Tesla)
➔ Camera-first approach
➔ Massive fleet
➔ Betting on AI

Neither approach is obviously wrong.

➔ One optimises for certainty, other for scale

█ SAFETY : better… but not settled

There’s Real progress here.

Various studies show significant reductions in crash types vs human drivers in controlled deployments.

But zoom out for a second:
➔ AV miles are still a tiny fraction of total driving (< 0.005% in the US)
➔ Edge cases remain a challenge

So yes — systems are getting safer.
But we’re not yet at the point where we can say:

“This is unequivocally better than humans everywhere.”

[Read next article for details]

█ TECHNOLOGY: Closer Than Ever, Yet Not There

In a mapped, well-understood environment, these systems are remarkably good.

Throw in:
➔ an unmarked construction zone
➔ unpredictable behaviour
➔ bad weather, poor visibility
… performance drops.

That’s the challenge!

[Read next article for details]

█ REGULATION: quietly shaping the winners

This matters more than people think.
Because autonomy doesn’t scale where it’s invented —
it scales where it’s allowed.

[Read next article for details]

█ ECONOMICS: the real unlock

The whole promise of mobility economics is:
Remove the driver → reduce cost per mile → change mobility economics

[Read next article for details]

█ INFRASTRUCTURE: the hidden layer

… places like Singapore have an edge — they’re solving for the system, not just the car.

[Read next article for details]

█ PUBLIC TRUST: the silent gatekeeper

Right now, sentiment is mixed:

➔ “This is amazing”
➔ “I’m not sure I’d trust it with my family”

And that gap matters.

█ So… where are we?

We are at an inflection point — not a finish line.
[Read next article for details]

Are we under/over estimating how ready we already are?
Would value perspectives!

In next articles, I’ll deep-dive into the enablers & blockers - safety, technology, Insurance, cost and more!

• April 2026