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01 / Start here · core argument
Who Controls the Legal AI Stack?
Public code can enable inspection without proving control of the whole system. Follow versions, provenance, data sovereignty, exit and regulatory roles in legal AI.
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READING RECORD
- Path
- Law + accountability
- Author
- Rajko Majcen
- Reading time
- 37 min
- Research verified
A Server in the Office Is Not a Security Strategy
Why an office server, cloud service, email route or encrypted backup must be assessed through capabilities, responsibility and evidence—not location alone.
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- Reading path
- Law + accountability
- Jurisdiction
- EU + Slovenia
- Reading time
- 35 min
Confidentiality Does Not End at the Chat Window
Confidentiality is a property of the complete data path, not the chat window. What do DPAs, de-identification and local deployment solve — and why is the OLC gateway still only a concept?
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- Reading path
- Law + accountability
- Jurisdiction
- EU + Slovenia
- Reading time
- 38 min
When a High Score Hides a Critical Legal Error
A high benchmark score does not establish that legal AI is dependable for every problem. This article explains how to measure critical errors, retrieval, abstention, evaluators and the path to a legal answer.
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- Reading path
- Core method
- Jurisdiction
- EU
- Reading time
- 29 min
Legal RAG Can Fail Before the Model Answers
A genuine provision can still support the wrong answer. This article shows how collection scope, document splitting, filters and ranking determine which sources a legal AI model ever sees.
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- Reading path
- Legal sources
- Jurisdiction
- EU + Slovenia
- Reading time
- 27 min
When a Correct Citation Leads to the Wrong Law
A genuine provision and an official link do not prove that the right law was applied. This article explains why legal AI must preserve temporal versions, transitional rules and the source-selection path.
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- Reading path
- Legal sources
- Jurisdiction
- EU + Slovenia
- Reading time
- 18 min
An Audit Trail Is Not a Log: What a Digital Legal Process Must Preserve
An audit trail is useful when it permits a reasonable reconstruction of the particular process while remaining purpose-bound, appropriately protected and subject to retention rules.
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- Reading path
- Law + accountability
- Jurisdiction
- EU + Slovenia
- Reading time
- 25 min
Article 86 of the AI Act: Does the right to explanation already apply to Annex III systems?
The legal question remains open. The technical capacity to provide an intelligible explanation should not.
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- Reading path
- Law + accountability
- Jurisdiction
- EU
- Reading time
- 29 min
A Result Is Not a Method: Why Visible Methods Matter in Legal AI
Why legal AI needs inspectable sources, provenance and human review: a legal and technical analysis of the EU Artificial Intelligence Act and GDPR.
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- Reading path
- Core method
- Jurisdiction
- EU + Slovenia
- Reading time
- 35 min
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