AI-drafted objection gets a Tokat bus driver's traffic fine annulled

A Tokat school bus driver used ChatGPT to write his objection to a 2,400 TL fine for dropping a student off outside a stop; the court annulled it within three weeks for lack of evidence.

AI system

System

ChatGPT (per Webtekno; Akşam/İHA says only 'yapay zeka', artificial intelligence)

Model

Not assessed

Release

Not assessed

Application developer

OpenAI (per Webtekno's identification of ChatGPT)

Role

Not assessed

Configuration

Not assessed

Inputs and outputs

Not assessed

Autonomy

Not assessed

Workflow

A fine issued without supporting evidence that an objection could expose. A chatbot able to produce a petition in the form the court expects. A court that accepts a self-filed written objection.

Human oversight

Not assessed

Relation to AI

ChatGPT, per Webtekno, drafted the objection that pointed to the absence of any image or document behind the fine. The court annulled the fine on that ground. The decisive fact was the inspector's missing evidence, which Duran could have pleaded himself. What the system contributed was a petition in legal form at no fee. Neither report quotes the petition or the ruling.

AI contribution

ChatGPT, per Webtekno, drafted the objection that pointed to the absence of any image or document behind the fine. The court annulled the fine on that ground. The decisive fact was the inspector's missing evidence, which Duran could have pleaded himself. What the system contributed was a petition in legal form at no fee. Neither report quotes the petition or the ruling.

Benefits

Outcome identifiers

Not assessed

Benefit

A Tokat school bus driver used ChatGPT to write his objection to a 2,400 TL fine for dropping a student off outside a stop; the court annulled it within three weeks for lack of evidence.

Category

Reduced Task Cost

Status

Not assessed

Beneficiary groups

People.

Beneficiaries

Not assessed

Reach

Not assessed

Distribution and access

Not assessed

Duration

Not assessed

Expected?

Yes

Costs and harms

Not assessed

Measurement

Studies

Not assessed

Study design

Not assessed

Measurement

Not assessed

Setting and sample

Not assessed

Measures

Not assessed

Comparison

Not assessed

Results

Not assessed

Additional value from AI

Not assessed

Limitations

Not assessed

Denominators

Not assessed

Materials for replication

Not assessed

Money

Kind of value

Not assessed

Amount

Not assessed

Currency and prices

Not assessed

Period and unit

Not assessed

Realization

Not assessed

Recipients and payers

Not assessed

Gross or net

Not assessed

Included costs

Not assessed

Comparison

Not assessed

Method

Not assessed

Return and payback

Not assessed

People and places

Participants

Developer: OpenAI (per Webtekno's identification of ChatGPT).

Jurisdictions

Benefit: Tokat, Turkey. Developer: United States.

Ownership and control

Not assessed

Dependencies

Not assessed

Cross-border connections

Not assessed

Geopolitical implications

Not assessed

Follow-up

Conditions for replication

The objection's factual claim must be true and checkable by the court. The filer must still meet the court's deadlines and form requirements.

Replication attempts

Not assessed

Later findings

Not assessed

Availability

Not assessed

Institutional decision

Not assessed

Grounds

Not assessed

Action and result

Not assessed

Success criterion

Not assessed

Evidence

Source numbers

AIBD-0381-source-0001–0003

Citations

Numbered references below.

Language

Not assessed

Source relationships

Independent

Original evidence

Not assessed

Access and versions

Not assessed

Supported findings

Not assessed

Evidence strength

Not assessed

Missing evidence

Not assessed

Grades

Assessed benefits

People.

Depth

People: 2.

Reasons

People: Duran's 2,400 TL fine was annulled on an objection he filed without paying a lawyer. A one-off measurable result, not a lasting change.

Observed or intended

Not assessed

Rubric

Not assessed

Assessor and date

Not assessed

Alternative assessments

Not assessed

Fill

Independently reported

Entry details

Kind

Not assessed

Field

Legal services / administrative appeals. Traffic fine objections by self-represented drivers.

Purpose

A general-purpose chatbot. Drafting a legal objection on request is within what it was built to do, so this benefit was expected use.

Dates

Date basis unassessed: 2025 (precision unassessed). Updated: 21 October 2026.

Stage

Not assessed

Version

SHA-256: c65adc379764…

References

Other identifiers

oecd_aim: 2025-02-06-4cc2.

Category mappings

Not assessed

Brief

Not assessed

Revisions

3 revisions. Latest: 21 October 2026.

Sources

  1. News report Independent author

    Bulut, B. (2025). Bir Vatandaş, ChatGPT'ye Yazdırdığı Dilekçe ile Trafik Cezasını İptal Ettirdi. Webtekno, February 7, 2025.

  2. News report Independent author

    Akşam / İHA (2025). Yapay zekaya yazdırdığı dilekçe ile trafik cezasını iptal ettirdi. Akşam, February 6, 2025.

  3. Registry label Independent author

    OECD.AI (2025). School Bus Driver Cancels Traffic Fine with AI-Written Appeal. OECD AI Incidents and Hazards Monitor, 2025-02-06.