Transportation

Article machine-translated by the publisher; single source; demonstrations, not evaluated results; non-U.S. context.

Single local news source; vote count and final contract terms beyond price and term were not detailed in the extracted text; vendor capabilities as described by the county.

Single local news source quoting one official; resolution claim not independently verified; no outcome data.

Machine-translated article; eight-space lot; launch-day report without results. Non-U.S. jurisdiction.

Korean-language source read in original; brief article; pilot not yet started; no evaluation design reported.

Non-U.S. jurisdiction with a distinct security posture. Pilots are not yet running. One vendor's technology was previously used by the military, per the report, which raises distinct transferability and reputational questions.

Secondary source; the NHTSA recall query document was not opened and the vehicle count reported elsewhere was not confirmed from the cited page. Investigation is open; no finding of defect adequacy yet.

Secondary report of tender documents, which were not reviewed directly. Non-U.S. jurisdiction. Outcomes unknown until after the trial.

Overlaps an archived item on the ComfortDelGro pause; new content is the Grab pause, operating context and resident views. Interview sample is small and self-selected; non-U.S. context.

Chinese-language source translated by the researcher; brief report. Non-U.S. regulatory structure. Announcement only.

Investigation ongoing; facts may change. Dashcam footage and captions come from a public Facebook group. Non-U.S. regulatory context. Vehicle technology partner (Pony.ai for CDG) is named in reporting only.

Thin source with promotional framing. The article includes an investment disclaimer and a speculative market-impact claim. Non-U.S. jurisdiction. Cited as an emerging signal only.

Secondary aggregator; the original Chinese-language Shanghai Transport Commission and People's Daily Shanghai reports were not used as the cited record. Non-U.S. jurisdiction. Plan text itself not reviewed. Announcements, not results.

Independent reporting of a conference panel, not an audit or before/after study. No ARDOT AI performance metrics are published. Consultant and university examples should not be read as Arkansas-measured results. A Nov. 5 companion article from the same summit covered predictive safety tools that are not clearly labeled AI and is not used here as evidence.

Pre-launch announcement; as of publication the system is not live. Canadian government funding and jurisdiction. This airport's passenger-gate ApronAI deployment from last year is not evaluated in the source.

Targets use language meaning strive to achieve, not measured results. No model type, accuracy, baseline period or independent audit is given. Recently completed bidding is not a precise event date. The equipment list could describe conventional ITS as well as AI.

Local reporting of a proposal, not an adopted rule. The article says the Task Force's recommended cybersecurity standards are not detailed in the packet. AVs are only partly AI in the agency-operations sense. U.S. single-city and single-state context.

Selection announcement only; pilots start in 2027. Overlaps with the archived Kapsch release, but this is a different, government source adding Acisa and funding. Non-U.S. context.

Non-U.S. legal setting; case-based reporting; Hyderabad 2025 totals are historical context within a Nov 5 article.

Port-authority press release about a closed peer meeting, not an independent evaluation. Meier's reference to advanced nautical applications at Tanger Med is not accompanied by methods or numbers. Speaker affiliations include vendors (NVIDIA) and a terminal operator (APM Terminals). Meeting dates are Oct. 29–30; the article was published Nov. 5, just before the prior edition date, and is included because recent editions flagged ports as a gap and this URL was not archived.

Official forward-looking estimate on radio; not a peer-reviewed before/after study; other projects also credited; UAE institutional context.

Interview about a compiled plan and intended mechanisms, not an evaluation of live systems. A secondary Nov. 7 aggregator report of a release event was opened for context but is not used for additional facts here. No quantitative outcomes are given. Chinese municipal industrial-policy context does not automatically transfer.

Vendor-reported KPIs; 95% resolution definition unclear; hologram/mayor features are promotional context.

Pilot not yet issuing citations; AI accuracy and false-positive rates are undisclosed; the AI description comes from vendor marketing.

Korean regulatory context; no published results; vendor and model not named.

Vendor claim; European city; no measured outcomes; innovation-challenge selection is not an evaluation.

European operator; Catalan-language primary source; measured accuracy not disclosed; passenger-info use is planned rather than proven in the note.

Pre-deployment research; Phase 2 limited to four intersections; OEM partners may shape vehicle integration; crash outcomes unknown.

Vendor statements relayed through a news article; no documents or contract reviewed. The MBTA figure is not agency-validated here. The article says a decision on fare payment for riders without smartphones is not made.

Self-reported, pre-rollout claims from one small district. "Minutes" is not quantified; no error rate or safety review of generated routes is reported.