Domain 2: The EU AI Act Flashcards

Understand the structure, risk framework, and compliance requirements of the EU AI Act. (72 cards)

1
Q

What is an article in the EU AI Act?

A
  • Sets rules, rights, obligations
  • Has direct legal effect
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2
Q

What is an annex in the EU AI Act?

A
  • Adds technical detail
  • Has legal value
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3
Q

What is the purpose of recitals in EU legislation?

A
  • Explain context and goals
  • Help interpret articles’ intent
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4
Q

What are 3 objectives of the EU AI Act?

A
  1. Ensure AI is safe, trustworthy, transparent
  2. Respect rights
  3. Enable innovation
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5
Q

What are the exceptions to the EU AI Act’s scope?

A
  • Military
  • National security
  • Open source (non-high risk)
  • Public authorities abroad
  • R&D
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6
Q

What are the primary features of an AI system under the EU AI Act?

A
  • Machine-based system with autonomy and adaptability
  • Infers objectives
  • Generates outputs
  • Influences environments
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7
Q

How is an AI system different from an AI model?

A
  • An AI model is a component
  • The system includes additional functionality and environment interaction
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8
Q

What is a General Purpose AI (GPAI) model?

A
  • Trained on large data
  • Self-supervised
  • General capabilities
  • Used in many applications

AKA “foundation model”

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9
Q

Who is considered a ‘provider’ under the EU AI Act?

A
  • Develops or commissions development of an AI system or GPAI
  • Markets or deploys system on their name, trademark

Most heavily regulated AI operator

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10
Q

Who is a ‘deployer’ in the EU AI Act?

A

Individual or organization that uses an AI system under its authority.

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11
Q

Who qualifies as an ‘importer’ under the EU AI Act?

A
  • Located in EU
  • Places AI system on EU market
  • System bears third-country entity’s name or trademark
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12
Q

What is a ‘distributor’ under the EU AI Act?

A

Makes AI system available in EU after importation and market placement.

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13
Q

How can a product manufacturer become classified as a separate AI operator (e.g., provider, deployer)?

A

Puts AI system on market or uses it operationally with their product.

Depending on the use case, a product manufacturer may become provider or deployer.

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14
Q

Who is an ‘authorized representative’ under the EU AI Act?

A
  • A person or company in the EU appointed in writing by a provider
  • Act on provider’s behalf
  • Carries out provider’s compliance duties
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15
Q

Can one AI system have multiple providers?

A

Yes

A single AI system may be linked to multiple providers.

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16
Q

What is the risk-based approach in the EU AI Act?

A

Identify, assess, and mitigate risk based on impact and organizational risk appetite.

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17
Q

How does the EU AI Act define ‘risk’?

A

Severity of harm combined with probability of occurrence (Article 3(2)).

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18
Q

What is a Market Surveillance Authority?

A

National body responsible for monitoring and enforcing product compliance and safety.

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19
Q

What are the 4 risk levels in the EU AI Act?

A
  1. Unacceptable (banned)
  2. High (mandatory requirements)
  3. Limited (transparency requirements)
  4. Minimal (voluntary requirements)
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20
Q

What are prohibited or unacceptable risk AI systems under the EU AI Act?

A
  • Systems considered too dangerous
  • Not explicitly defined but examples are provided
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21
Q

What mnemonic helps remember unacceptable risk examples?

A

Six Mummies Eagerly Pat Elephant’s Under Belly.

Social credit scoring, behavior manipulation, emotion recognition in work/education, exploitative targeting, predictive policing, untargeted facial image scraping, biometric categorization/ID.

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22
Q

What is the exception to the biometric identification AI system ban in public spaces?

A

Law enforcement in real-time with pre-authorization for specific, serious purposes.

Example purposes: victim searches, threat prevention, and prosecution of serious crimes like terrorism, child exploitation, murder, drug trafficking.

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23
Q

Where in the EU AI Act can you find the definition and examples for ‘high-risk’ systems?

A

Meets Article 6(1) criteria or is listed in Annex III.

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24
Q

What are the EU AI Act’s Article 6(1) criteria?

A
  • AI is a safety component in or is itself a product under EU law, and
  • Requires third-party conformity assessment
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25
What sectors are covered in **Annex III**?
* Biometric ID * Critical infrastructure * Migration * Education * Employment * Essential public services * Administration of justice * Law enforcement
26
What **mnemonic** helps remember **Annex III** high-risk areas?
BC MEEEAL ## Footnote Biometrics, Critical infrastructure, Migration, Education, Employment, Essential services, Administration of justice, Law enforcement
27
What types of AI systems fall under the "**limited / transparency** requirements" and are covered under Article 50?
* Systems with **direct human interaction** * **Content** generation * **Biometric** recognition ## Footnote Examples: Chatbots, digital assistants, ChatGPT, Dall·E, deepfakes, emotion and facial recognition.
28
What are the transparency requirements for Article 50 AI systems?
* **Inform users** they’re interacting with AI * **Mark outputs** in machine-readable format * Process data **lawfully**
29
Which law must be followed for **personal data processing** under Article 50?
General Data Protection Regulation | (GDPR)
30
What does Article 16 require from high-risk AI providers?
Affix CE marking, perform conformity assessment, register system in EU database, declare conformity, comply with accessibility rules.
31
What are the **major requirements** for **high-risk systems**, pursuant to Articles 9-15?
* Risk management * Data governance * Technical documentation * Record keeping * Transparency * Human oversight * Accuracy, robustness, and cybersecurity
32
What **mnemonic** helps remember the **major requirements** for **high-risk systems**?
(Bob) Ross draws tripping robots triggering happy accident. ## Footnote Risk management, data governance, technical documentation, record keeping, transparency, human oversight, accuracy, robustness, and cybersecurity
33
What are the **Articles 17-22 requirements** for **providers**?
* Quality-management systems * Document keeping * Logs * Corrective actions * Cooperation with authorities * Authorized representatives
34
What **mnemonic** helps remember Articles 17-22?
Queen dislikes luxurious cactus cake, really. ## Footnote Quality-management systems, document keeping, logs, corrective actions, cooperation with authorities, authorized representatives
35
What is **AI literacy**, pursuant to the EU AI Act?
Skills, knowledge, and understanding to make **informed decisions**, **interpret outputs**, and **understand AI risks and opportunities**.
36
What are **basic concepts** covered in **AI literacy**?
* Machine learning * Deep learning * Neural networks * Historical context * Applications
37
What **technical foundations** are included in **AI literacy**?
* Algorithms * Data * Model training
38
What **practical skills** are part of **AI literacy**?
* Using AI for research and creativity * Prompt engineering * Evaluating outputs
39
What **critical evaluation topics** are part of **AI literacy**?
* Technology presence * Reliability * Identification of bias, risks, and benefits
40
What **ethical considerations** are part of **AI literacy**?
* Bias * Fairness * Privacy * Transparency * Explainability * Societal impacts
41
What **data governance practices** are required under Article 10?
* Data provenance * Data's original purpose * Preparation processes * Mitigation of data quality issues
42
When is **processing of special categories of data** allowed under the GDPR?
* Explicit consent * Employment, social security, social law * Vital interest * Not-for-profit * Publicly available * Legal obligation * Substantial public interest * Health, social care * Public health * Archiving, research, statistics
43
Under what conditions does the EU AI Act permit **processing of special categories of data**?
For bias detection and mitigation in datasets.
44
What does '**product presenting a risk**' mean?
**Potential to harm**: * Individuals * Environment * Public safety, or * Other public interests
45
What does '**substantial modification**' mean under Article 3(23)?
**Post-market change** not foreseen in original assessment.
46
What are some **human oversight activities** under Article 14?
* Understand system's limitations * Monitor * Detect anomalies * Manage bias * Interpret outputs * Intervene as appropriate
47
How must systems **ensure robustness** and **security**?
* Resist **unseen data** * Avoid **bias** loops * **Withstand attacks** and adversarial inputs
48
What is the purpose of the **quality-management system** (QMS) in Article 17?
**Ensure compliance** with the EU AI Act through documented policies, procedures, and life cycle oversight.
49
What are the responsibilities of an **authorized representative**?
* Appointed by non-EU providers * Verify compliance * Manage documentation * Cooperate with authorities
50
What is **GPAI** with **systemic risk**?
A **subset** of GPAI with **high-impact capabilities** identified by technical tools, benchmarks, officials, and panels.
51
How is **systemic risk** currently **defined** for GPAI?
**Training computation** exceeds **10^25 FLOPs**.
52
How does the definition of GPAI with systemic risk **differ** from AI systems?
Determined by **computing power**, not use case.
53
What other **systemic risk indicators** are listed in Annex XIII?
* Number of parameters * Dataset quality/size * Input-output modalities * Number of users
54
What **documentation** must **GPAI providers** produce regardless of risk?
* Technical documentation * Transparency details * EU copyright compliance * Training data summary
55
What must **non-EU GPAI providers** do under the EU AI Act?
**Appoint an EU representative** with a written mandate.
56
What is required in **GPAI technical documentation**?
* Model use * Architecture * Parameters * Data sources * Training methods * FLOPs * Energy use
57
When are **GPAI providers exempt** from documentation and transparency?
If models are: * Open source * Adaptable without restriction * Architecture and usage are publicly disclosed
58
What are **codes of practice** for GPAI?
**Voluntary interim compliance measures** until harmonized standards are developed.
59
What are the **2 levels of enforcement** in the AI Act?
1. National level (MSAs and sector-specific authorities) 2. EU-wide (EDPS and AI Office)
60
What are the **responsibilities** of the **EU AI Office**?
* Monitor GPAI * Facilitate codes of practice * Coordinate investigations * Support national authorities
61
What **individual rights** are granted under the EU AI Act?
* Right to **file complaints** with MSAs * **Request explanation** of AI output decision-making
62
What are the **fines for prohibited AI systems** under the EU AI Act?
**Up to 35 million Euros** or **7% of global annual turnover**, whichever is higher.
63
What are the **fines for non-prohibited violations** related to AI systems?
**Up to 15 million Euros** or **3%** of global annual turnover.
64
What is the **fine** for providing **misleading information**?
**Up to 7.5 million Euros** or **1%** of global annual turnover.
65
What are the **fines** for **GPAI model violations**?
**Up to 15 million Euros** or **3%** of global annual turnover.
66
What **due diligence** must **authorized representatives** perform?
* Verify EU declaration of conformity * Technical documentation * Name, address, and contact details
67
What is a **notified body** under the EU AI Act?
**Independent organization** designated by a member state to **assess product conformity pre-market**.
68
What is a **Fundamental Rights Impact Assessment**? | (FRIA)
**Assessment** deployers must perform **for high-risk AI use** in public or sensitive services.
69
What must a **FRIA include**?
* Use description * Purpose * Frequency * Affected groups * Risks and mitigations * Oversight * Governance
70
When can a deployer, importer, distributor, or third party **become a provider** under the EU AI Act?
When they **rebrand**, **substantially modify**, or **convert** a non-high-risk system to high-risk post-market.
71
What happens when an entity **modifies** an AI system and **becomes the provider**?
The **original provider is no longer responsible** but must cooperate. ## Footnote e.g., technical access
72
When is a **product manufacturer** considered a provider?
If the high-risk AI is a safety component **deployed under the manufacturer’s name** or **trademark**.