New York's $131.5 million settlement with DoorDash includes $12.3 million of pay that went missing or arrived late, and more than $83 million for a disagreement over calculating time logged into the app. DoorDash says it reserved the money in prior quarters.
Perspective Coverage
4 publishers
- Builder
- Builder 15%
- Operator
- Operator 50%
- Investor
- Investor 35%
Reality
- Evidence70
- Adoption
- Not scored
- Hype gap+15
- Incentives60
- Confidence72
New Constructs values Anthropic at $150 billion against $2 trillion IPO talk
New Constructs values Anthropic at $150 billion, less than a tenth of the roughly $2 trillion market cap discussed for its Nasdaq listing. The bear case rests on reported losses, and the price will depend on whether Anthropic's own revenue claims hold up in the prospectus.
Reality
- Evidence35
- Adoption45
- Hype gap+40
- Incentives70
- Confidence40
DoorDash warns Bay Area restaurants they may be on AI ordering startup Bites without consent
DoorDash emailed Bay Area restaurants in August warning they may be listed without consent on Bites, a 10-person AI startup with about 300 restaurants. For operators holding the letter, the choice turns on per-order margin by channel, where the only evidence so far is one early adopter's account.
Reality
- Evidence50
- Adoption15
- Hype gap+30
- Incentives70
- Confidence45
Nextdoor maps 350,000 neighbourhoods to sell ads to businesses whose sales vary by location
Nextdoor has launched Neighborhood Intelligence, a map of 350,000 neighbourhoods that lets advertisers target ads by what locals are saying. It gives marketers with physical locations a finer way to split local budgets, though so far the case rests on the chief executive's word.
Reality
- Evidence35
- Adoption
- Not scored
- Hype gap+35
- Incentives70
- Confidence45
Uber agreed to pay $2.3bn in cash for ezCater, a workplace catering marketplace with more than $2.5bn in gross bookings over the past year. That price is less than one year of bookings. It buys the large repeat orders that companies place to feed their staff.
Perspective Coverage
10 publishers
- Builder
- Builder 14%
- Operator
- Operator 35%
- Investor
- Investor 51%
Reality
- Evidence72
- Adoption58
- Hype gap+15
- Incentives68
- Confidence74
Stripe agreed to buy Parafin, which has lent to more than 60,000 businesses through software platforms such as DoorDash, Jobber and Mindbody. The deal widens a lending business Stripe already runs and leaves open how much of the credit risk it will hold.
Perspective Coverage
4 publishers
- Builder
- Builder 25%
- Operator
- Operator 38%
- Investor
- Investor 37%
Reality
- Evidence68
- Adoption60
- Hype gap+15
- Incentives72
- Confidence66
SAMY pays at least $100 million in cash and stock to make Get Engaged its US arm
SAMY bought Atlanta social agency Get Engaged for a cash-and-stock price its cofounder called low nine figures, at least $100 million. At about $1 million per employee, it is one priced data point for social-first agencies as ad money leaves TV.
Reality
- Evidence45
- Adoption60
- Hype gap+20
- Incentives65
- Confidence50
Deliveroo starts Coco pavement robot deliveries in Canary Wharf, the first of five UK towns
Deliveroo is running Coco Robotics' pavement robots in five UK towns, starting this month with a handful of Canary Wharf merchants. It says riders keep most orders but has not said what share the robots will take, and merchants and riders need that number to plan.
Reality
- Evidence45
- Adoption20
- Hype gap+10
- Incentives55
- Confidence50
buildOne report1 publisher DoorDash's GenAI platform went API-first after an engineer asked what a notebook was
DoorDash's GenAI Platform team, started around April 2023, chose APIs and SDKs after finding its users were product engineers across the company. Swaroop Chitlur's talk sets out the rules behind it, though the transcript breaks off before any cost or results data.
Reality
- Evidence35
- Adoption50
- Hype gap+20
- Incentives55
- Confidence40
DoorDash built its drone service around the 80% of restaurant orders it says fit the aircraft, designing the kitchen handoff before the drone. The order data and dispatch software behind it now have to work inside an FAA certificate that keeps every flight within line of sight.
Perspective Coverage
12 publishers
- Builder
- Builder 31%
- Operator
- Operator 47%
- Investor
- Investor 22%
Reality
- Evidence45
- Adoption12
- Hype gap+30
- Incentives65
- Confidence60
DoorDash is running its AI ordering agent inside Apple's Messages app for 20,000 US pilot users on iOS, with checkout handled in the text thread. For now the channel is a bet on convenience and on DoorDash keeping its customer file, since it has released no basket figures for the pilot.
Reality
- Evidence55
- Adoption20
- Hype gap+15
- Incentives70
- Confidence55
buildOne report1 publisher DoorDash wraps MCP tool calls in one gateway for permissions, credentials and audit
DoorDash built a shared Agent Gateway that checks permissions, manages credentials, filters which tools agents see, forwards calls and logs them. MCP settles how tools are listed and called, but deciding who may call which tool, and with whose account, was work DoorDash still had to build.
Reality
- Evidence40
- Adoption
- Not scored
- Hype gap+5
- Incentives
- Not scored
- Confidence45
New York's worker-protection chief uses 14,000 Amazon van citations to push for direct hiring
New York's worker-protection chief, Samuel Levine, backed a report counting over 14,000 citations on Amazon delivery vehicles in five years. He wants a council bill that would make Amazon employ those drivers directly, cutting out the contractors who now pay the fines.
Reality
- Evidence55
- Adoption
- Not scored
- Hype gap+15
- Incentives75
- Confidence50
Atomic backer Jon McNeill says DoorDash runs about 90% of its purchasing on the startup's software
Atomic raised $12.5 million after its recurring revenue quintupled this year, according to Jon McNeill, whose firm incubated it. The case that operators now let its software reorder stock on its own rests on what McNeill and the founders say.
Reality
- Evidence35
- Adoption40
- Hype gap+35
- Incentives80
- Confidence40
Robotaxis push down gig driver wages in Los Angeles years before the fleet can replace them
Uber and Lyft drivers' hourly pay fell 3.7% in robotaxi-heavy Los Angeles in late 2025 while rising 1.8% nationally, Gridwise data show. For gig platforms, robotaxis are already pressing on driver pay where they run, years before the fleet is big enough to replace anyone.
Reality
- Evidence45
- Adoption15
- Hype gap+30
- Incentives50
- Confidence40
The Prysm-led Series D is earmarked for an autonomous platform for vehicles smaller than a car. The $3,500 bike is the first housing for the motors, batteries and compute.
Reality
- Evidence55
- Adoption22
- Hype gap+40
- Incentives65
- Confidence55
Airbound's $37M bet: air freight beats the truck only if the drone weighs less than the box
The design premise is that an aircraft should weigh less than its cargo. The one flying today weighs about 1.5 times its payload; the one that clears the bar is still under development.
Reality
- Evidence35
- Adoption22
- Hype gap+40
- Incentives65
- Confidence40
Costco same-day delivery is now live on three national apps in the US. What separates them is whether the shopper has to link a paid membership before the order will go through.
Reality
- Evidence55
- Adoption45
- Hype gap+10
- Incentives40
- Confidence60
A disagreement over waiting-time math cost DoorDash $83 million in New York
DoorDash will pay $131.5 million to close New York City's minimum-pay investigation. Most of that money settles an argument over whose formula for paid on-call minutes was right; the unpaid and late wages the company admits to come to $12.3 million.
Reality
- Evidence42
- Adoption58
- Hype gap+22
- Incentives74
- Confidence61
Costco outsources its last mile to DoorDash and Uber
Costco's merchandise operation is built to break even. Most years its membership fees roughly equal its entire net income. A delivery fleet would have to come out of that line, so DoorDash and Uber get the work.
Reality
- Evidence58
- Adoption62
- Hype gap+10
- Incentives45
- Confidence62