raceBERT-ethnicity EU AI Act Compliance Profile
pparasurama
Your risk depends on how you use raceBERT-ethnicity
| Usage Context | Risk Level | Obligations |
|---|---|---|
| Internal coding tool | MINIMAL | 3 obligations (~12h) |
| Customer support bot | LIMITED | 7 obligations (~32h) |
| HR screening / hiring | HIGH | 19 obligations (~120h) |
| Credit decisions | HIGH | 19 obligations (~120h) |
| Medical triage | HIGH | 19 obligations (~120h) |
Why this tool is classified as HIGH RISK
raceBERT-ethnicity is a text classification model by pparasurama. Built with transformers. 121.1K downloads on HuggingFace.
Applicable Articles
Who does what
pparasurama (provider)Their job
- Provider obligations being compiled
You (deployer)Your job
- •AI Literacy (Art. 4) (Art. 4)
- •AI Disclosure (Art. 50) (Art. 50)
- •Human Oversight (Art. 26) (Art. 26)
- •Data Governance (Art. 10) (Art. 10)
- •Robustness Monitoring (Art. 26) (Art. 26)
Risk Assessment Reasoning
The raceBERT-ethnicity tool is designed for ethnicity classification, which can lead to significant risks of discrimination and bias, impacting individuals' rights and freedoms. Such tools are likely to fall under the high-risk category due to their potential societal implications.
Similar Models
Frequently Asked Questions
What is raceBERT-ethnicity's EU AI Act risk classification?
+
raceBERT-ethnicity is classified as HIGH RISK under the EU AI Act. This means 7 mandatory obligations including conformity assessment, FRIA, and human oversight requirements.
What are my obligations if I deploy raceBERT-ethnicity?
+
As a raceBERT-ethnicity deployer, you have 7 base obligations (~96 hours estimated effort). Key articles: Art. 4, Art. 50, Art. 26, Art. 10.
What is raceBERT-ethnicity?
+
raceBERT-ethnicity is a Text Classification model by pparasurama. It has 121.1K downloads on HuggingFace.
What are the EU AI Act deadlines for raceBERT-ethnicity?
+
Already passed: AI Literacy (Art. 4) — 2025-02-02. Already passed: AI Disclosure (Art. 50) — 2025-08-02. Upcoming: Human Oversight (Art. 26) — 2027-08-02. Upcoming: Data Governance (Art. 10) — 2027-08-02. Upcoming: Robustness Monitoring (Art. 26) — 2027-08-02. Upcoming: FRIA (Art. 27) — 2027-08-02. Upcoming: Risk Management (Art. 9) — 2027-08-02.
Check raceBERT-ethnicity compliance in your codebase
One command to scan. Open-source CLI.