Gig platforms after Prop 22: unions, robotaxis, and the earnings grind

I don't read gig-economy press releases for the mission statements. I read them for labor cost and who is still holding the wheel. Uber, Lyft, and DoorDash all sell "flexibility." Underneath that, each quarter is the same fight: keep the app full of workers without becoming an employer under old labor law, and buy enough automation that drivers stop being the whole P&L.

The California rules that still matter

Prop 22 locked TNC drivers into contractor status with a different benefits package than employees. That wasn't the end of the story. AB 1340 gives certain independent drivers a path to organize without flipping them to W-2. SB 371 cut rideshare insurance costs the same week. California keeps stacking "yes contractor, but…" laws instead of picking one clean model.

If you only remember one thing: the legal fight is no longer "employee vs contractor" as a single switch. It's reporting lists to PERB, vote thresholds, and whether automation arrives before bargaining power does.

Earnings week is the real product review

Q3 2025 was a clean three-way split. Uber missed operating income while still growing bookings — spending to stay in the AV and EV game. DoorDash finally printed a profit as a public company and got punished for saying they'd spend hundreds of millions again in 2026. Lyft missed EPS but hit a free-cash-flow milestone and the stock shrugged upward.

Same industry, three investor stories: growth with compressed margins, profit that isn't "enough," and cash generation as a survival metric. Uber's Q4 2025 print keeps that pattern alive — beat the easy numbers, still answer for where the money goes.

How they try to shrink driver cost without saying "fire drivers"

Uber's EV grants look green on the surface. I treat them as unit-cost management: cheaper fuel for drivers, better utilization, data on who will take subsidies. Same company is testing AI data-labeling gigs so a driver between trips can label frames instead of sitting dead. That's not a side quest. That's inventing work to keep the labor pool attached to the platform.

DoorDash already won the US delivery share fight that started when they ate Grubhub's lunch and ended with Wonder buying the carcass cheap. Now the spend is autonomous delivery and international. Labor is still the variable expense; robots are the option on that expense.

Lyft is the smaller survivor. Board drama, rental experiments that died, a long string of "we're still here" earnings. Cash flow matters more for them because they can't outspend Uber on every AV partnership.

Robotaxis are the labor hedge with better branding

I keep a separate map of what robotaxi product actually ships. Short version for the gig reader: Waymo is real unsupervised supply in some cities; Tesla is still supervised; Uber and Lyft are buying other people's empty seats so they aren't pure human marketplaces forever.

When Waymo pays Dashers to close doors, the punchline is uncomfortable for both narratives. Autonomy didn't remove labor. It sliced labor into an $11 task. Gig platforms become the glue between robots and the last dumb physical problem.

What I watch next

• Does AB 1340 produce a certified driver org that can actually bargain, or does it die in process?
• Do Uber/Lyft AV miles show up as a meaningful share of trips, or just PR density?
• Does DoorDash's "spend again" strategy look smart in 2027 or like 2021 redux?

I write the dated posts when those numbers move. This page is the spine those posts hang on — not a complete history of the gig economy, just the through-line that keeps making me open 10-Q filings.