Northeastern University researchers found 19 of 21 tested cars sent data to at least one third-party company over Wi-Fi. Teams that review only the vehicle miss most of it, since for most cars the ad-tech traffic came from the phone app.
Reality
- Evidence60
- Adoption
- Not scored
- Hype gap−10
- Incentives55
- Confidence58
Consumer Reports and Northeastern studied 15 automakers and found drivers can unknowingly agree to driving-data collection at a new car's first start-up. The exposure is consent given on a touchscreen, and tracking where the data goes falls to whoever owns the car or the fleet.
Perspective Coverage
5 publishers
- Builder
- Builder 24%
- Operator
- Operator 56%
- Investor
- Investor 20%
Reality
- Evidence60
- Adoption80
- Hype gap+20
- Incentives45
- Confidence60
Every car in Northeastern's 21-vehicle privacy test sent data to third parties
Northeastern and Consumer Reports found all 21 cars they tested sent data to third-party domains, with more than half reaching ad or analytics firms. For fleet buyers and carmakers' product teams, the brand's phone app is the first place to check.
Reality
- Evidence55
- Adoption
- Not scored
- Hype gap+15
- Incentives
- Not scored
- Confidence50
buildOne report1 publisher Segment's 200 means it got your bytes, not that your event shipped
A batched track call with no event name is accepted and then dropped before any destination sees it, according to an open source linter's Segment rule pack. The response code will not tell you.
Reality
- Evidence38
- Adoption
- Not scored
- Hype gap+18
- Incentives74
- Confidence45
buildOne report1 publisher PostHog capture returns 200 for an epoch timestamp, then dates the event now
A six month backfill can land entirely on today with no error anywhere in the response. The docs ask for ISO 8601, and a number is accepted and then overwritten at ingestion.
Reality
- Evidence48
- Adoption
- Not scored
- Hype gap+9
- Incentives70
- Confidence46
buildOne report1 publisher GitHub agent apps move delivery integration from your CI config into the pull request
GitHub's walkthrough has Amplitude, Endor Labs, LaunchDarkly and PagerDuty agents answering questions inside a single pull request. The integration point is now GitHub's agent harness.
Reality
- Evidence28
- Adoption20
- Hype gap+34
- Incentives86
- Confidence48