MTA's A.I. bus cameras issue mistaken parking violations
New York’s MTA bus-mounted “AI” cameras have been issuing thousands of improper parking and bus-lane violations, highlighting how configuration errors and weak oversight in automated enforcement can directly cost citizens money. Commenters debate whether such systems should start with warnings instead of fines, the trade-offs between automation and bloated manual bureaucracy, and the risks of opaque, hard-to-appeal processes. Many argue that while illegal parking and traffic violations are real problems, automation must include human review, transparent appeals, and clear accountability rather than outsourcing responsibility to algorithms.
Role of “AI” and Source of Errors
- Several commenters say the issue is misconfiguration and bad categorical data, not AI per se; similar mistakes could occur with human enforcement given wrong instructions.
- Others argue bad training/input data is inherently an AI problem, highlighting the “garbage in, garbage out” dynamic.
- Some note the tech is closer to long‑used automated license plate recognition than to cutting‑edge AI.
Rollout Strategy, Error Rates, and Due Process
- One camp defends rapid deployment and iteration, especially for low‑stakes traffic violations.
- Others call this a false choice, arguing systems could start with non‑monetary warnings to debug before issuing fines.
- In this case, cameras reportedly issued thousands of tickets on two routes that were still in a “warning phase,” and hundreds where no infraction occurred.
- Some see even a small error rate as unacceptable without human review, citing horror stories with toll systems and opaque, hard‑to-win appeals where agencies presume scanner infallibility.
- There is concern that appeals often require paying first, rely on internal reviewers, and lack independent oversight or clear explanations.
Citizen Enforcement and Bounties
- Suggestions include paying bounties to residents who submit photos of violations, with ID checks and multiple images to limit abuse.
- Critics argue this erodes social trust, creates financial incentives to “snitch,” and could provoke confrontations, though others say there’s little evidence of serious retaliation so far.
- Existing NYC idling-enforcement bounties are discussed as precedent.
Bus Lanes, Parking Policy, and Social Impact
- Some see bus lanes and strict enforcement as essential to improve transit speed and reliability; others call them wasteful and question whether measured gains justify the costs.
- Disagreement over whether ticket programs are primarily safety/efficiency tools or “money printing machines.”
- Concerns raised about overbroad automated enforcement in places like Alameda County and the broader move toward a “Minority Report” style surveillance state.
Costs and Implementation Details
- The ~$58k per bus price prompts skepticism; responses note this likely bundles rugged hardware, communications, software, data storage, staffing, maintenance, and service contracts, not just a camera.