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    1. AI Academy
    2. AI & The Law
    📚 Course
    Beginner–Intermediate
    ~2–3h

    AI & The Law

    EU AI Act · Copyright · GDPR & Automated Decisions

    The EU AI Act entered into force in August 2024 and began prohibiting certain AI practices in February 2025. The 2026 AI Omnibus moved most high-risk AI obligations to December 2027 or August 2028, while enforcement and transparency duties still matter now. Courts have ruled on AI authorship, and GDPR continues to apply to automated decisions about individuals.
    Beginner–Intermediate
    ~2–3 hours
    9 Modules
    Primary Sources

    TL;DR:

    The EU AI Act creates a four-tier risk pyramid. The original Article 5 prohibited practices have applied since February 2025, and the AI Omnibus added a new ban on nudification apps and CSAM-generating systems. The AI Omnibus shifted most high-risk deadlines: Annex III systems now start on 2 December 2027, while regulated product systems start on 2 August 2028. US courts have held that a fully autonomous AI system cannot be the recognized copyright author; human creative contribution is required for protectable authorship. GDPR's Article 22 gives individuals the right to not be subject to purely automated decisions with legal effects. Penalties for the most serious AI Act violations can reach €35 million or 7% of global annual turnover — whichever is higher.

    Guide byAlbert Schaper
    Foundation · Updated October 2026

    Law & compliance — mid-2026 checkpoint

    EU AI Act obligations are phasing in through 2026; courts continue to hold that fully autonomous AI output is not copyrightable authorship without meaningful human creative control. Use this course for orientation — not legal advice.

    What we updated for 2026

    • EU AI Act: prohibited practices already apply; GPAI and high-risk system duties roll out on staged deadlines — check your role (provider vs. deployer).
    • US: Thaler line holds — purely AI-generated works lack human-authorship protection; human-edited workflows matter for registration.
    • GDPR Art. 22: automated decisions with legal/significant effects still require safeguards and explanation rights.
    • Document human review steps in creative and code workflows for auditability.

    Still true in 2026

    • Jurisdictions differ — multinational teams need counsel beyond this overview.
    • We cite primary sources in-course; verify dates when you implement policies.

    Compare live tools anytime in our tool explorer.

    Where this course fits

    This guide: AI & the law

    EU AI Act, copyright, GDPR — practical orientation for builders and operators.

    Learn first (we do not repeat this here)

    • AI FundamentalsFoundationTechnical context for legal terms.

    Go deeper after this course

    • AI Security & Privacy — Operational controls that support compliance.
    • AI Readiness Framework — Organizational maturity before scale.

    October 2026 update: AI Omnibus moved the high-risk timeline

    The AI Act still applies, but the 2026 AI Omnibus removed the old August 2026 cliff edge for most high-risk systems. The current EU timeline points to 2 December 2027 for Annex III high-risk systems and 2 August 2028 for high-risk systems embedded in regulated products. It also added a ban on nudification apps and simplified the company-level AI literacy obligation.

    Primary sources: European Commission AI Act overview, AI Omnibus notice, AI Act Service Desk enforcement FAQ, and EUR-Lex Regulation (EU) 2024/1689.

    Why law matters now — 2026 depth note

    EU AI Act and global enforcement turned “move fast” into “document and classify.”

    • Inventory AI use cases by risk tier.
    • Name a legal/compliance owner.
    • Pair with Security for data flows.

    Why this matters now — not eventually

    AI law is no longer a future concern. Some obligations are live, while the AI Omnibus moved the main high-risk deadlines:

    Aug 2024

    Done

    EU AI Act entered into force

    The regulation became part of EU law, starting the compliance clock for all organizations.

    Feb 2025

    Active

    8 prohibited AI practices banned

    Social scoring, real-time biometric surveillance, manipulative AI, and 5 other practices became illegal across the EU.

    Mar 2025

    Law

    Thaler v. Perlmutter ruling (D.C. Circuit)

    US court confirmed: AI cannot be a copyright author. Only works with human creative input are protectable.

    Aug 2025

    Active

    GPAI model rules + penalty regime active

    Providers of general-purpose AI models face transparency and safety obligations, with transition periods for older models. Fines are enforceable.

    Mar 2026

    Final

    SCOTUS denies cert in Thaler v. Perlmutter

    The US Supreme Court declined review, leaving the D.C. Circuit ruling in place: a fully autonomous AI system cannot be listed as the copyright author.

    Jul 2026

    Updated

    AI Omnibus enters into force

    The EU simplification package moved high-risk deadlines, simplified AI literacy and database rules, and added a ban on nudification/CSAM-generating systems.

    Aug 2026

    Active

    AI Act enforcement and transparency duties broaden

    The Commission and national authorities begin enforcing more AI Act rules; high-risk obligations are no longer the August 2026 cliff edge.

    Dec 2027

    Deadline

    High-risk Annex III rules apply

    Stand-alone high-risk systems in areas such as biometrics, education, employment, essential services, law enforcement, migration, and justice enter the main compliance regime.

    Aug 2028

    Deadline

    Product-embedded high-risk rules apply

    High-risk AI embedded in regulated products such as machinery, toys, lifts, and similar safety-regulated products enters the main compliance regime.

    Risk tiers — 2026 depth note

    Not all AI is high-risk — misclassification wastes budget or creates liability.

    • Map features to Annex III categories.
    • Document why each system is minimal/limited/high.
    • Update when product scope changes.

    The four risk tiers

    The EU AI Act uses a risk-proportionate approach. The higher the potential harm, the stricter the requirements. Source: European Commission, digital-strategy.ec.europa.eu

    Unacceptable Risk

    BANNED

    Eight specific practices are completely prohibited. No exceptions. In force since February 2025.

    Social scoring by public authorities
    Real-time biometric surveillance in public
    Manipulative subliminal AI systems
    Predictive policing based on profiling
    Untargeted facial recognition database scraping

    High Risk

    STRICT RULES

    Must complete conformity assessment, maintain technical documentation, register in the EU database where required, and implement human oversight. Main deadlines: 2 December 2027 for Annex III systems and 2 August 2028 for regulated product systems.

    CV-sorting and hiring tools
    Credit scoring systems
    Educational access and exam scoring AI
    Law enforcement evidence evaluation
    Critical infrastructure safety components
    Biometric identification systems
    Automated visa processing

    Limited Risk

    TRANSPARENCY

    Must inform users they are interacting with AI. Applies primarily to chatbots and deepfakes.

    Chatbots and virtual assistants
    AI-generated content (deepfakes, synthetic voices)
    Emotion recognition systems with low stakes

    Minimal / No Risk

    FREE TO USE

    No specific obligations. This covers the vast majority of AI applications in use today.

    AI-powered spam filters
    Recommendation systems (Netflix, Spotify)
    AI writing assistants for personal use
    Image editing tools
    AI in video games

    Prohibited practices — 2026 depth note

    Some use cases are off limits in the EU — social scoring, manipulative dark patterns, etc.

    • Red-team marketing for manipulation claims.
    • Avoid biometric categorization pitfalls.
    • When unsure, escalate to counsel.

    Banned practices under the AI Act

    The original Article 5 prohibitions became enforceable on 2 February 2025. The 2026 AI Omnibus adds a further safety ban for nudification apps and systems that generate non-consensual sexually explicit intimate content or child sexual abuse material. Violating prohibited-use rules carries the highest penalty tier.

    1

    Manipulative AI systems

    AI that uses subliminal techniques or exploits psychological weaknesses to manipulate behavior against someone's interests or to cause harm.

    2

    Exploitation of vulnerabilities

    AI targeting people based on age, disability, or social/economic situation to distort their behavior in ways that cause harm.

    3

    Social scoring by public authorities

    Classifying individuals based on social behavior or personal characteristics and using that score to restrict their rights or access to services.

    4

    Criminal risk prediction via profiling

    Predicting that a person will commit a crime based solely on their profile or personality traits — not on objective, verifiable facts.

    5

    Untargeted facial recognition scraping

    Mass scraping of the internet or CCTV footage to create or expand facial recognition databases without targeted, lawful purpose.

    6

    Emotion recognition in workplaces & education

    Inferring the emotional states of workers or students from biometric data in professional or educational settings.

    7

    Biometric categorisation for protected characteristics

    Deducing sensitive attributes (race, political opinions, religion, sexual orientation) from biometric data.

    8

    Real-time remote biometric ID in public (law enforcement)

    Using real-time biometric identification systems in publicly accessible spaces for law enforcement, with very narrow exceptions (imminent threat, missing persons).

    9

    Nudification and CSAM-generating systems

    AI systems that generate non-consensual sexually explicit intimate content or child sexual abuse material, added by the AI Omnibus safety update.

    Penalties for prohibited practices

    Up to €35 million or 7% of global annual turnover — whichever is higher. The penalty regime became enforceable on 2 August 2025. EU member states must designate national competent authorities with investigation and audit powers.

    High-risk requirements — 2026 depth note

    Conformity, logging, and human oversight are contractual — not slide-deck promises.

    • Maintain technical documentation.
    • Enable human override where required.
    • Plan post-market monitoring.

    High-risk AI: am I affected?

    The Act distinguishes between providers (who build or deploy AI) and deployers (who use AI in their operations). Both have obligations. Here is how to know if you fall under high-risk rules:

    You are a Provider if you…

    • Build and sell or deploy an AI system

    • Release an AI model for others to use (including open-source)

    • Substantially modify an existing AI system

    Your obligations: Conformity assessment, technical documentation, CE marking, EU database registration, post-market monitoring

    You are a Deployer if you…

    • Use an AI system in your business operations

    • Use AI to make decisions about employees, customers, or citizens

    • Integrate third-party AI into your products or workflows

    Your obligations: Use only high-risk systems with declaration of conformity, implement human oversight, conduct fundamental rights impact assessments

    Try it: Classify your AI use cases

    1. 1List 3 AI tools or systems currently used in your organization (or that you personally use professionally).
    2. 2For each one: does it make decisions that affect employment, credit, education access, or law enforcement? If yes → likely High-Risk.
    3. 3Check the provider's EU AI Act compliance page (most major vendors now have one). Is there a Declaration of Conformity?
    4. 4For any high-risk systems you use as a Deployer: is there a human review step before the AI decision is acted on?
    Reflect: Did any of your current AI uses fall into the high-risk category? What would meaningful human oversight look like in that context?

    Copyright — 2026 depth note

    Training and output rights remain unsettled — contracts beat assumptions.

    • Clarify IP in client MSAs.
    • Keep human creative steps on record.
    • Use licensed models for commercial art.

    AI & copyright: who owns AI-generated content?

    For fully autonomous AI authorship claims, US law now has a clear appellate rule. AI-assisted human works still require a fact-specific authorship analysis. Here is the current legal position, based on primary court decisions:

    Thaler v. Perlmutter — the definitive US ruling

    D.C. Circuit Court of Appeals, March 2025 · SCOTUS cert denied March 2026

    Dr. Stephen Thaler created an AI system called the “Creativity Machine” which autonomously generated an image titled “A Recent Entrance to Paradise.” He applied for copyright registration, listing the AI as the author.

    The D.C. Circuit ruled: the Copyright Act of 1976 requires all copyrightable works to be authored in the first instance by a human being.An AI system cannot be a recognized author for a fully autonomous work. The US Supreme Court declined to hear the case in March 2026, leaving that appellate ruling in place.

    Key implication

    Content generated entirely by AI — with no meaningful human creative input — cannot be copyrighted in the US.Anyone can copy, reproduce, or distribute it freely.

    What this means practically:

    Pure AI output (no creative human input)

    → No copyright protection

    Low — it's in the public domain. But your competitor can also use it.

    AI-assisted work (human edits, selects, arranges)

    → Human-authored portions may be protected

    Medium — you must be able to identify and separate the human creative contribution.

    AI as a tool (human provides substantial creative direction)

    → Likely protectable — courts look at human creative control

    The more creative control you exercise over the output, the stronger your claim. Document your process.

    Training AI on copyrighted works

    → Legally contested worldwide

    Multiple ongoing cases (Getty Images v. Stability AI, New York Times v. OpenAI). No settled law yet in most jurisdictions.

    US Copyright Office position (January 2025 report): “Prompts essentially function as instructions that convey unprotectable ideas.” Prompts alone — even very detailed ones — are not sufficient to establish copyright in AI output. The more a human shapes and selects from AI output with genuine creative judgment, the stronger a copyright claim becomes.
    Copyright documentation prompt:
    Use this to document your creative process when using AI for commercial work:
    
    Project: [Project name]
    Date: [Date]
    AI tool used: [Tool name and version]
    Human creative contributions:
    - Initial concept/direction: [Describe your original idea]
    - Prompts and iterations: [How many, what decisions you made]
    - Selection and curation: [How you chose from AI outputs]
    - Human edits and additions: [What you changed or added]
    - Final human judgment calls: [Key decisions that shaped the work]
    
    Note: This document supports demonstrating human authorship in the event of a copyright dispute.

    GDPR & automated decisions — 2026 depth note

    Article 22 and DPIAs bite when AI decides about people at scale.

    • Offer meaningful human review paths.
    • Document logic and data used.
    • Minimize special-category data in prompts.

    GDPR Article 22: automated decisions about people

    GDPR Article 22 predates the AI Act but is now directly relevant to AI deployments. It gives individuals the right not to be subject to a decision based solely on automated processing when that decision has legal or similarly significant effects.

    What counts as a “solely automated” decision with significant effect?

    ✓ AI automatically rejects a loan application with no human review

    ✓ An algorithm screens out a CV before a human ever sees it

    ✓ Insurance pricing set entirely by algorithm with significant financial impact

    ✓ Credit scores automatically determining credit access (CJEU SCHUFA ruling, Case C-634/21)

    ✗ Hiring manager uses AI scoring as one input, makes final decision themselves

    ✗ Spam filter automatically sorts email (minimal legal effect)

    Individual rights under Art. 22

    • Right to obtain human review of the automated decision

    • Right to express your point of view

    • Right to contest the decision

    • Right to meaningful information about the logic used (Articles 13–15)

    Organization obligations

    • Conduct a Data Protection Impact Assessment (DPIA) before deploying

    • Implement meaningful human oversight (not rubber-stamping)

    • Provide transparent explanations of how the AI decides

    • Create a clear process for individuals to challenge decisions

    SCHUFA Ruling: credit scores are Article 22 decisions

    In November 2023, the Court of Justice of the EU ruled (Case C-634/21) that automated credit scores used to determine eligibility for services qualify as Article 22 decisions. Individuals are entitled to human review, explanation, and the right to contest. This has significant implications for any AI-generated scoring system used in financial services.

    Try it: Article 22 audit of your AI decisions

    1. 1List AI systems in your organization that produce a score, ranking, or yes/no decision about individuals (employees, customers, applicants).
    2. 2For each: Is the decision made SOLELY by the AI, or does a human meaningfully review it before action?
    3. 3Is there a process for affected individuals to request human review? Is it documented and accessible?
    4. 4For any fully automated significant decisions: consult your DPO about whether a DPIA is required.
    Reflect: Does your organization have a rubber-stamp human review process? How would you make it genuinely meaningful?

    Compliance checklist — 2026 depth note

    Operationalize law: policies, registers, and vendor DPAs in one place.

    • Run checklist per new AI feature.
    • Store vendor AI addenda.
    • Schedule annual policy refresh.

    Practical compliance checklist

    Use this checklist as a starting point for your organization's AI governance posture. Not legal advice — for specific situations, consult a qualified legal professional.

    For all AI users (individuals)

    Disclose AI involvement in work products where your employer, client, or platform requires it
    Don't enter personal data, health records, or confidential client information into public AI tools
    Verify AI-generated facts before publishing or presenting them
    Document your creative process when using AI for commercial content
    Know your rights: if an AI decision significantly affects you, you can request human review (GDPR Art. 22)

    For organizations deploying AI

    Inventory all AI systems in use — classify each against the EU AI Act risk tiers
    For high-risk systems: verify provider has EU Declaration of Conformity
    For any automated decisions about people: implement genuine human oversight
    Conduct DPIA for AI systems processing personal data or making significant automated decisions
    Maintain practical AI literacy training and records; the AI Omnibus simplified the company-specific requirement, but literacy remains a governance expectation
    Review vendor contracts: who is the data controller, who is the processor?
    Track the new AI Omnibus deadlines: Annex III high-risk systems by 2 December 2027; product-embedded high-risk systems by 2 August 2028
    AI use policy template (internal starting point):
    AI Use Policy — [Organization Name]
    Last updated: [Date]
    
    1. APPROVED USES
       - AI writing assistance for non-confidential content
       - AI coding assistance (no proprietary code in public tools)
       - AI research and summarization of non-sensitive information
    
    2. RESTRICTED USES (require DPO review)
       - Any AI system making or informing decisions about employees or customers
       - Processing personal, health, or financial data through AI tools
       - AI-generated content for regulatory filings or legal documents
    
    3. PROHIBITED USES
       - Entering client personal data, passwords, or source code into public AI tools
       - Using AI for real-time biometric identification of individuals
       - AI-generated content presented as human-authored without disclosure
    
    4. DISCLOSURE REQUIREMENTS
       - Disclose AI involvement in external content where required by client contract
       - Label AI-generated images and deepfakes as required by EU AI Act Art. 50
       - Document creative process for commercially published AI-assisted work
    
    5. HUMAN OVERSIGHT
       - All AI-informed decisions about individuals require meaningful human review
       - Automated scores or rankings must be reviewed before being acted upon

    Risks & Responsible Use

    Know these before you go further.

    "I didn't know" is not a defence

    The EU AI Act applies to any organization offering AI systems or services in the EU market — regardless of where the organization is based. A US startup deploying an AI hiring tool used by EU employees is subject to the Act.

    What this means for you

    If your product or service uses AI and any users or affected individuals are in the EU, assess your obligations under the Act. The compliance clock is already running, even where the high-risk deadline moved.

    AI literacy still matters after simplification

    The AI Omnibus simplified the previous company-level AI literacy requirement and gives the Commission and Member States a stronger role in promoting literacy. Teams still need practical training to classify risk, use AI safely, and document governance decisions.

    What this means for you

    Keep lightweight AI literacy records for staff who select, configure, or deploy AI systems. Completing courses like this one remains useful governance evidence.

    Copyright in training data is still being litigated

    Fully autonomous AI authorship is not registrable under current US Thaler precedent; AI-assisted works still turn on human creative contribution. The legality of training AI on copyrighted works is still being decided in courts worldwide. Getty Images v. Stability AI (UK) and New York Times v. OpenAI (US) are ongoing.

    What this means for you

    For AI tools used commercially, check whether your vendor has a licensing program or indemnification against copyright claims from training data. Some (Adobe Firefly, Getty AI) only train on licensed content.

    The AI Act does not replace GDPR — both apply

    Many organizations assume EU AI Act compliance covers their data protection obligations. It does not. GDPR applies independently to any personal data processed during AI system operation.

    What this means for you

    Treat EU AI Act compliance and GDPR compliance as parallel tracks, not sequential ones. Involve your Data Protection Officer from the start of any AI project.

    Loading quiz...

    Key Insights: What You've Learned

    1

    The EU AI Act uses a four-tier risk pyramid (Unacceptable / High / Limited / Minimal). The original prohibited practices have applied since February 2025, and the 2026 AI Omnibus added a ban on nudification apps and CSAM-generating systems. Penalties for the most serious violations can reach €35 million or 7% of global annual turnover.

    2

    US courts have confirmed that a fully autonomous AI system cannot be recognized as the copyright author: human creative contribution is required for protectable authorship. The D.C. Circuit ruled this in Thaler v. Perlmutter (March 2025), and the US Supreme Court declined review (March 2026), leaving the ruling in place.

    3

    GDPR Article 22 gives individuals the right to challenge purely automated decisions with legal or significant effects — confirmed in the CJEU's SCHUFA ruling (C-634/21). Organizations must classify their AI systems now and plan high-risk conformity work around the AI Omnibus deadlines: 2 December 2027 and 2 August 2028.

    Legal specifics change; the principles do not

    The EU AI Act, AI Omnibus, GDPR, and copyright rulings are snapshots of 2025–2026 law. The durable principles are: classify risk, disclose automation, keep humans in consequential decisions, and respect that legal accountability cannot be outsourced to a model. Re-check the exact deadlines and thresholds with a lawyer, but the governance logic stays the same.
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