ucognitio

Scenario Planning for Legal and Regulatory Risk

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Executive Summary Legal and regulatory environments are increasingly volatile, fragmented, and shaped by rapid technological advancement. Traditional compliance models—based on static rules, jurisdiction-specific checklists, and incremental regulatory change—are no longer sufficient. They leave institutions vulnerable to blind spots, compliance failures, and governance challenges. This white paper argues that scenario planning provides a robust method for … Read more

Liability in the Age of Generative AI: Human Agency, Technology, and Proportionate Accountability

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Executive Summary Generative artificial intelligence (AI), including large language models (LLMs) and multimedia‑capable chatbots, are reshaping society and law. These systems can produce output that is creative, useful, controversial, or harmful. Central to legal and policy debates is whether AI tools themselves should be held liable for objectionable outputs, or whether liability should instead lie … Read more

Copyright Ownership in the Age of Generative AI

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Executive Summary The rapid adoption of generative artificial intelligence (AI) has raised fundamental questions about copyright ownership, authorship, and enforceability. Individuals and institutions increasingly rely on AI systems—such as large language models and image synthesis tools—to draft text, generate images, and assist with research. Yet, copyright law in most jurisdictions remains grounded in the concept … Read more

Understanding FIDIC Silver Book Clause 21: Disputes, DAAB, and Arbitration Explained

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In the world of international construction contracts, disputes are inevitable, even in the best-managed projects. The FIDIC Silver Book (2017 Edition) anticipates this reality and provides a clear framework for resolving disputes efficiently. At the heart of this framework lies Clause 21 — “Disputes and Arbitration.” Understanding this clause is critical for contract administrators, project … Read more

FIDIC Silver Book 2017 Clause 20 Explained: Employer’s and Contractor’s Claims Procedure

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Introduction: The FIDIC Silver Book (2017 Edition) is widely recognized in international construction contracts for allocating risk and responsibility clearly between Employers and Contractors. Among its many clauses, Clause 20: Employer’s and Contractor’s Claims stands out as one of the most practical, critical, and potentially contentious. Why? Because claims — whether for additional payment, extension … Read more

Understanding FIDIC Silver Book 2017 – Clause 13: Variations and Adjustments

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The FIDIC Silver Book (2017 Edition), officially titled Conditions of Contract for EPC/Turnkey Projects, is specifically designed for Engineering, Procurement, and Construction (EPC) projects where the Contractor undertakes full responsibility for delivering a complete, functioning facility at a fixed price and within a fixed timeframe. Unlike the FIDIC Red or Yellow Books, the Silver Book … Read more

Blockchain Records as Immutable Evidence — Why Legal Ownership Still Requires More Proof

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Blockchain technology is often described as providing “immutable” and “tamper-proof” records of transactions. This immutability, grounded in cryptographic consensus mechanisms, allows blockchain entries to function as highly reliable evidence of digital activity. However, while blockchain records are powerful evidentiary tools, they do not in themselves establish legal ownership or title in the traditional sense. Ownership, … Read more

Understanding Website Cookies and Compliance — What Every Site Owner Should Know

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Introduction: In today’s digital landscape, cookies are everywhere. They help websites function smoothly, remember user preferences, and provide insights into how visitors interact with your site. But with data protection laws like GDPR and the ePrivacy Directive, website owners need to be aware of how cookies are used, what information they collect, and how to … Read more

The Ultimate Legal-Technologist Guide to Website Compliance — Data, Privacy & Security Laws Explained

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In today’s digitally interconnected world, a website is often the first point of contact between a business and its users. With the proliferation of personal data collection, analytics, e-commerce, and online services, the legal landscape governing websites has become increasingly complex. Compliance is no longer a choice but a legal necessity, requiring website owners to … Read more

The Rise of Big Tech and the Imperative for Oversight

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Introduction: In the past two decades, the digital landscape has undergone a profound transformation. Companies like Google, Meta (formerly Facebook), Amazon, Apple, and Microsoft have evolved from innovative startups into global behemoths, exerting unparalleled influence over economies, societies, and even democracies. Their reach spans continents, and their platforms have become integral to daily life. However, … Read more