AI Library

AI Library

Books for Reading AI

Choose a book, then read it in order from the table of contents.

Artificial Intelligence and Medicine cover

Table of Contents

Artificial Intelligence and Medicine

Kim Kyung-jin, Attorney at Law

AI in clinical care, hospitals, education, and research

AI in medical imaging, risk prediction, treatment planning, hospital operations, education, and research, with patient safety, privacy, and accountability.

The EU AI Act cover

Table of Contents

The EU AI Act

Kim Kyung-jin, Attorney at Law

A Practitioner’s Guide for Korean Companies

From August 2, 2026, a game company’s chatbot in Pangyo and a medical-device reading software in Busan fall under Article 50 of the EU AI Act, even without a single office in Europe. Rather than summarizing the provisions, this book reads them from the enforcement authority’s point of view: extraterritorial reach, transparency duties, general-purpose AI models, high-risk systems, and the double regulation that overlaps with Korea’s AI Framework Act. It is a field guide to what a Seoul-headquartered company must prepare, when, and how.

South Korea's AI Basic Act: A Practical Guide for Business Operators cover

Contents

South Korea’s AI Basic Act: A Practical Guide for Business Operators

Kim Kyung-jin, Attorney at Law

Compliance, Obligations, and Opportunities under Korea’s AI Regulation

On January 22, 2026, the AI Basic Act came into effect in the Republic of Korea. This book was written by an attorney for business operators. It answers questions such as “Is our service high-impact AI?”, “How should prior notification be conducted?”, and “What preparations are needed when expanding into the EU?”

Chinese Government AI Regulations cover

Contents

Chinese Government AI Regulations

Kim Kyung-jin, Attorney at Law

Chinese originals, translations, terms, issuing bodies, effective dates, administrative interpretations, and judicial materials

This edition orders Chinese AI-related laws, administrative regulations, military regulations, departmental rules, policy documents, and national standards by legal force. Each entry keeps the Chinese original text and adds an English translation or explanation, legal terms, issuing body, effective date, administrative interpretations, and judicial materials where available.

Fathers of Chinese AI cover

Table of Contents

Fathers of Chinese AI

Kim Kyung-jin, Attorney at Law

Ten lives behind China's AI ascent

This book follows Kai-Fu Lee, Robin Li, Jie Tang, Liang Wenfeng, Yang Zhilin, Yan Junjie, Wang Xiaochuan, Jingren Zhou, Shunyu Yao, and Yonghui Wu through the laboratories, companies, models, and policy environment that shaped Chinese AI.

How Far Has AI Entered Chinese Hospitals? cover

Table of Contents

How Far Has AI Entered Chinese Hospitals?

Kim Kyung-jin, Attorney at Law

A quiet shift in clinics, imaging rooms, and hospital administration

This book follows how artificial intelligence has entered Chinese hospitals, using Chinese and English materials together with original Chinese policy texts. It covers national policy, medical foundation models, clinical decision support, image reading, hospital information departments, traditional Chinese medicine, AI-native hospitals, the patient experience, hallucination and responsibility, regulation, and money. The final chapters collect major Chinese guidelines and the 84 health-sector AI application scenarios, with translated text and summaries.

Andrew Ng Biography cover

Table of Contents

Andrew Ng Biography

Kim Kyung-jin, Attorney at Law

A central figure in AI education and public learning

This book follows Andrew Ng from London, Hong Kong, Singapore, Carnegie Mellon, MIT, Berkeley, and Stanford to Google Brain, Coursera, Baidu, DeepLearning.AI, Landing AI, AI Fund, and Amazon. It reads his career through research, teaching, company building, and his practical view of AI.

Mykhailo Fedorov, Leading Figure of Ukraine's Drone War cover

Table of Contents

Mykhailo Fedorov, Leading Figure of Ukraine's Drone War

Kim Kyung-jin

From the State in a Smartphone to the Defense Ministry of the Drone War

This book follows Diia, IT Army, Starlink, UNITED24, Brave1, the Unmanned Systems Forces, drone procurement, and battlefield data to explain how Mykhailo Fedorov tied technology to state power in wartime Ukraine.

China’s Leading AI Firms and Government Agencies cover

Table of Contents

China’s Leading AI Firms and Government Agencies

Kim Kyung-jin

Policy, Companies, Data, and Hardware in China’s Intelligent Economy

This book follows China’s AI policy arc from the 2017 next-generation AI plan to AI+ and the 15th Five-Year Plan. It maps the roles of the State Council, NDRC, CAC, MIIT, and SAC, then reads DeepSeek, the AI Tigers, Alibaba, Tencent, Baidu, ByteDance, iFLYTEK, Huawei Ascend, East Data West Computing, manufacturing, education, consumption, and humanoid robotics as one connected system.

U.S. Department of War CDAO (Chief Digital and AI Officer) cover

Table of Contents

U.S. Department of War CDAO (Chief Digital and AI Officer)

Kim Kyung-jin, Attorney at Law

How the Military’s Brain Is Being Redesigned

From the moment in January 2026 when the U.S. Department of War declared data hoarding a national security threat, this book follows the birth of the CDAO (Chief Digital and Artificial Intelligence Office) and the five organizations it absorbed, Advana and the War Department Data Platform, the Open DAGIR procurement experiment, Project Maven and CJADC2 on the battlefield, and Responsible AI, allies, and critics — the story of how America is redesigning its military’s brain.

Science and Technology Commission of the CMC of the Communist Party of China cover

Table of Contents

Science and Technology Commission of the CMC of the Communist Party of China

Kim Kyung-jin

STC, Military-Civil Fusion, and China’s Military Technology Innovation

This English AI Library edition follows the CMC Science and Technology Commission, the Equipment Development Department, military-civil fusion, intelligentized warfare, emerging technology competition, and the institutional limits of China’s military innovation system.

The Chinese Communist Party School cover

Table of Contents

The Chinese Communist Party School

Kim Kyung-jin

Where Power Is Trained

This book follows the Chinese Communist Party school system from Ruijin and Yan'an to the Central Party School, the National Academy of Governance, provincial and county schools, young-official training classes, Cai Qi's leadership, and the Mwalimu Julius Nyerere Leadership School.

DARPA, America’s Defense Research Lab cover

Table of Contents

DARPA, America’s Defense Research Lab

Kim Kyung-jin

This book follows DARPA through its 2026 office reorganization, budget signals, AIxCC, AI Forge, RACER, LongShot, quantum computing, space robotics, battlefield medicine, and strategic-material programs, using official sources as the main trail.

AI and the Classroom cover

Table of Contents

AI and the Classroom

Kim Kyung-jin

The AI Teacher That Does Not Give Answers

From Estonia's AI Leap and Khanmigo to answer leakage, Korean AI digital textbooks, and teacher-in-the-loop classrooms, this book asks how AI can protect thinking instead of replacing it.

Spiderweb cover

Table of Contents

Spiderweb

Kim Kyung-jin

Ukraine's drone revolution that changed the map of war

A narrative account of Operation Spiderweb on June 1, 2025, and how Ukraine's drones reached deep inside Russia and changed military planning, intelligence work, and security assumptions.

A Map of the 2026 U.S.-China Collision cover

Table of Contents

A Map of the 2026 U.S.-China Collision

Kim Kyung-jin

The year tied in Busan and left unsolved in Beijing

A one-year map of tariffs, chips, rare earths, Taiwan, sea lanes, and Korea's choices between Washington and Beijing.

China's 2026 Power Map cover

Table of Contents

China's 2026 Power Map

Kim Kyung-jin

The completion of one-man rule, and the empty seat that follows

A map of Xi Jinping's power system, the military purge, the blocked succession path, and the economic-security dilemma.

The Architect of Contradictions cover

Table of Contents

The Architect of Contradictions

Kim Kyung-jin

Peter Thiel and the empire built by a man who hated competition

Peter Thiel, from a South African childhood to PayPal, Facebook, Palantir, politics, and the dream of defeating death.

Claude, GPT, Palantir, and the 2026 World War cover

8 readings

Claude, GPT, Palantir, and the 2026 World War

Kim Kyung-jin

How Artificial Intelligence Came to Pull the Trigger of War. Prologue, 3 Parts / 6 Chapters, Epilogue

A single name sits on the screen. An intelligence officer looks at it for twenty seconds, confirms only that it is a man, and moves on. Inside those twenty seconds a person dies, and the responsibility for deciding to kill him disappears. From Lavender over Gaza to Maven in Ukraine, Epic Furies over Iran, and target selection in the skies of Venezuela, this book follows the hand that chooses targets as it passes from human to machine in the wars of 2026.

China's Robotics Industry 2026: The Age of Mass Production and Real-World Deployment cover

25 readings

China's Robotics Industry 2026: The Age of Mass Production and Real-World Deployment

Kim Kyung-jin

From the humanoid mass-production race to U.S.-China hegemony: the state of China's robotics industry in 2026. Table of Contents, Preface, 7 Parts / 23 Chapters, Epilogue

In a factory in Shenzhen, hundreds of humanoid robots repeat the same motion. This book traces the mass-production race between Unitree and UBTECH, the Optimus supply chain, real-world deployment sites, and where Korea stands amid the U.S.-China tech hegemony.

Crossing the Adolescence of Technology Cover

15 Parts in Total

Crossing the Adolescence of Technology

Kim Kyung-jin

Dario Amodei, Anthropic, and the Struggle Toward Controllable Intelligence. Table of Contents, Preface, Prologue, 12 Chapters, Epilogue

The struggle of a physicist who lost his father to create controllable artificial intelligence. The story of Dario Amodei and Anthropic clashing with the Pentagon and the White House, shaking the era with the scaling law and Constitutional AI.

Boss, Give Yourself an AI Employee Now

Table of Contents, 43 Chapters, 11 Appendices, Epilogue

Boss, Give Yourself an AI Employee Now

Written by Kim Kyung-jin

Building an AI Automation System for Small Business Owners

37 Concrete Codex Use Cases cover

Book-style reading

37 Concrete Codex Use Cases

Kim Kyung-jin

From morning briefings to agent swarms: 37 real-world workflow automations

This guide gathers 37 ways to connect Codex and AI agents to real work: personal routines, data processing, marketing, sales, documents, development, and browser control.

2026 Beijing: The Dangerous Dance of Two Giants book cover

16 posts available

2026 Beijing: The Dangerous Dance of Two Giants

Kim Kyung-jin

Table of Contents, Introduction, 13 Chapters, Epilogue

This book reads the Beijing summit through Hormuz, rare earths, Taiwan, Boeing, soybeans, AI chips, and Korea’s exposure to the U.S.-China bargain.

Leaving It to AI and Stepping Away cover

27 posts

Leaving It to AI and Stepping Away

Kim Kyung-jin

A Complete Beginner’s Guide to YOLO Mode. Table of contents and 26 chapters

A beginner-friendly online book on YOLO mode in Claude Code and Codex. It explains how to let AI read files, write code, run commands, and finish work while keeping rollback, Docker sandboxing, and safety checks close at hand.

Artificial Intelligence Fighter, Artificial Intelligence Air Force book cover

43 posts available

Artificial Intelligence Fighter, Artificial Intelligence Air Force

Kim Kyung-jin

Table of Contents, Preface, 40 Chapters, Epilogue

Artificial Intelligence Fighter, Artificial Intelligence Air Force is an online AI Library book by Kim Kyung-jin. It covers AI fighters, autonomous air power, unmanned combat aircraft, CCA, MUM-T, sixth-generation fighters and is organized as Table of Contents, Preface, 40 Chapters, Epilogue.

Artificial Intelligence on Trial book cover

26 posts available

Artificial Intelligence on Trial

Attorney Kyungjin Kim

Table of Contents, Preface, 21 Chapters, 3 Appendices

Artificial Intelligence on Trial is an online AI Library book by Attorney Kyungjin Kim. It covers artificial intelligence and law, AI liability, algorithmic judgment, courts and technology and is organized as Table of Contents, Preface, 21 Chapters, 3 Appendices.

PALANTIR book cover

16 posts available

PALANTIR: War, Surveillance, Artificial Intelligence

Attorney Kyungjin Kim

Table of Contents, Preface, 14 Chapters

PALANTIR: War, Surveillance, Artificial Intelligence is an online AI Library book by Attorney Kyungjin Kim. It covers Palantir, war, surveillance, artificial intelligence, data analytics, national security and is organized as Table of Contents, Preface, 14 Chapters.

Brain Readers: Neuralink and the Final Human Revolution book cover

21 posts available

Brain Readers: Neuralink and the Final Human Revolution

Kim Kyung-jin

Table of Contents, Prologue, 18 Chapters, Epilogue

Brain Readers: Neuralink and the Final Human Revolution is an online AI Library book by Kim Kyung-jin. It follows Neuralink, brain-computer interfaces, brain data, medicine, neurorights, and the future of human enhancement.

Artificial Intelligence and the Reshaping of Society book cover

16 posts available

Artificial Intelligence and the Reshaping of Society

Kim Kyung-jin

Table of Contents, Preface, 13 Chapters, Epilogue

Artificial Intelligence and the Reshaping of Society is an online AI Library book by Kim Kyung-jin. It follows how artificial intelligence changes work, education, inequality, cities, democracy, and human relationships.

The Jensen Huang Story book cover

16 posts available

The Jensen Huang Story

Kim Kyung-jin

Table of Contents, Preface, 13 Chapters, Epilogue

The Jensen Huang Story is an online AI Library book by Kim Kyung-jin. It covers Jensen Huang, NVIDIA, GPUs, AI chips, and the AI industry.

Ten Questions AI Poses to Humanity book cover

12 posts available

Ten Questions AI Poses to Humanity

Kim Kyung-jin

Table of Contents, Preface, 10 Chapters

Ten Questions AI Poses to Humanity is an online AI Library book by Kim Kyung-jin. It asks how artificial intelligence changes truth, weapons, work, data, identity, and human control.

Malaysia and the Malacca Strait book cover

23 posts available

Malaysia and the Malacca Strait: Whoever Controls It Controls the World

Kim Kyung-jin

Table of Contents, Preface, 20 Chapters, Epilogue

Malaysia and the Malacca Strait is an online AI Library book by Kim Kyung-jin. It covers Malaysia, the Malacca Strait, maritime logistics, geopolitics, global trade, and Southeast Asia’s strategic future.

Georgia history and culture travel book cover

24 posts available

A Journey Through Georgia’s History and Culture

Kim Kyung-jin

Table of Contents, Preface, 17 Chapters, 4 Appendices, Epilogue

A Journey Through Georgia’s History and Culture is an online AI Library book by Kim Kyung-jin. It covers Georgia’s history, culture, religion, politics, travel, and the Caucasus crossroads between Europe and Asia.

Reading Armenia book cover

13 posts available

Reading Armenia: A Thousand Prayers, One Mountain

Kim Kyung-jin

Table of Contents, Preface, 10 Chapters, Epilogue

Reading Armenia: A Thousand Prayers, One Mountain is an online AI Library book by Kim Kyung-jin. It covers Armenian history, faith, Mount Ararat, cultural memory, travel, and the endurance of a small nation.

Mastering Claude Code book cover

41 posts available

Mastering Claude Code

Kim Kyung-jin

Table of Contents, Preface, Chapters, Appendices

Mastering Claude Code is an online AI Library book by Kim Kyung-jin. It covers Claude Code setup, commands, workflows, automation, agents, and practical methods for using Claude Code in real work.

Claude Cowork and Agent manual book cover

11 posts available

Claude Cowork and Agent Utilization Manual

Kim Kyung-jin

Table of Contents, Preface, 8 Chapters, Closing Note

Claude Cowork and Agent Utilization Manual is an online AI Library book by Kim Kyung-jin. It covers Claude Code, AI agents, coding automation, work automation, and practical agent-based collaboration.

2026 U.S.-Iran War and the Global Energy Crisis book cover

39 posts available

The 2026 U.S.-Iran War and the Global Energy Crisis

Kim Kyung-jin

Table of Contents, Preface, Chapters and Appendices

The 2026 U.S.-Iran War and the Global Energy Crisis is an online AI Library book by Kim Kyung-jin. It covers war, oil, the Strait of Hormuz, maritime security, energy markets, and the global consequences of conflict.

The Traces Han Dong-hoon Left on South Korea book cover

13 posts available

The Traces Han Dong-hoon Left on South Korea

Kim Kyung-jin

Table of Contents, Prologue, Chapters, Epilogue

The Traces Han Dong-hoon Left on South Korea is an online AI Library book by Kim Kyung-jin. It examines his record in justice policy, immigration reform, public institutions, and the structural questions facing South Korea.

The Han Dong-hoon Story book cover

39 posts available

The Han Dong-hoon Story

Kim Kyung-jin

Table of Contents, Prologue, Chapters, Epilogue

The Han Dong-hoon Story is an online AI Library book by Kim Kyung-jin. It traces Han Dong-hoon’s life, public career, political choices, and the changing landscape of South Korean conservative politics.

Beyond the Glass Ceiling cover

39 entries

Beyond the Glass Ceiling

Kim Kyung-jin

Table of contents, prologue, 31 chapters, epilogue, 5 appendices

A political biography tracing Sanae Takaichi’s rise from Nara to Japan’s premiership, through party struggles, security policy, diplomacy, and the meaning of Japan’s first female prime minister.

AI Hegemony War book cover

8 posts available

AI Hegemony War

Kim Kyung-jin

Table of Contents, 7 Chapters

An online AI Library book by Kim Kyung-jin on AI superintelligence, the U.S.-China technology race, Europe and Korea’s AI laws, and international AI governance.

Sam Altman Biography: Pioneer of the AI Revolution cover

22 posts

Sam Altman Biography: Pioneer of the AI Revolution

Kim Kyung-jin, Kim Kyung-ran

Table of contents, preface, 7 parts, 20 chapters

An online biography following Sam Altman’s childhood, startups, Y Combinator, OpenAI, ChatGPT, the 2023 board crisis, and his sense of responsibility in the AI era.

From Chaiwala to Prime Minister cover

13 entries

From Chaiwala to Prime Minister

Kim Kyung-jin

Table of contents, preface, 10 chapters, epilogue

A political biography tracing Narendra Modi from a chai-selling boy in Vadnagar to RSS organizer, Gujarat chief minister, and three-term prime minister, while reading modern India, Korea-India relations, and the risks of a rising power.

AI Classroom: Your Grades Will Change book cover

26 posts available

AI Classroom: Your Grades Will Change

Kim Kyung-jin

Table of Contents, Preface, 24 Sections

An online AI Library book by Kim Kyung-jin on how AI can support elementary, middle, and high school learning, teaching, assessment, and educational equity.

Military Artificial Intelligence cover

17 entries

Military Artificial Intelligence

Kim Kyung-jin and Kim Won-tae

Table of contents, preface, 14 chapters, epilogue

A full-length study of military artificial intelligence, from autonomous weapons, drones, command systems, logistics, and cyber defense to the strategies of the United States, China, Israel, Korea, and global defense AI companies.

Global Case Studies in Introducing AI into Public Administration book cover

25 posts available

Global Case Studies in Introducing AI into Public Administration

Kim Kyung-jin

Table of Contents, 23 Chapters, Epilogue

An online AI Library book by Kim Kyung-jin on public-sector AI adoption, national strategies, administrative services, governance, and future policy tasks.

Seven Misunderstandings About the Arctic Route book cover

10 posts available

Seven Misunderstandings About the Arctic Route

Kim Kyung-jin

Table of Contents, Preface, 7 Chapters, Epilogue

An online AI Library book by Kim Kyung-jin on seven common misunderstandings about the Arctic Route, including speed, liner service, insurance, safety rules, year-round access, carbon impact, and infrastructure.

Artificial Intelligence Election cover

14 posts

Artificial Intelligence Election

Kim Kyung-jin

Table of contents, author preface, 11 chapters, closing essay

An online book on campaign messaging, publicity materials, digital campaigning, data analysis, campaign operations, disinformation defense, legal risk, and ready-to-use prompts.

Demis Hassabis book cover

34 posts available

Demis Hassabis, Father of Google’s Artificial Intelligence

Kim Kyung-ran, Kim Kyung-jin

Table of Contents, Author’s Preface, 31 Chapters, Epilogue

Demis Hassabis, Father of Google’s Artificial Intelligence is an online AI Library book by Kim Kyung-ran, Kim Kyung-jin. It covers Demis Hassabis, Google DeepMind, artificial intelligence, AlphaGo, AI research and is organized as Table of Contents, Author’s Preface, 31 Chapters, Epilogue.

The Dhammapada 423 Verses book cover

28 posts available

The Dhammapada: 423 Verses

Kim Kyung-jin

Table of Contents, Editor’s Note, 26 Chapters, 423 Verses

An online AI Library book by Kim Kyung-jin. This edition arranges all 423 verses of the Dhammapada into 26 chapters for slow, poetic reading.

Nano Banana Pro Practical Prompt Book cover

24 posts

Nano Banana Pro Practical Prompt Book

Kim Kyung-jin

6 parts, 22 chapters, classroom prompt appendix

An online book for using Nano Banana Pro in classes and real work, covering image generation, editing, text rendering, character consistency, business use cases, and monetization.

Liberal Arts AI for College Students book cover

16 posts available

Liberal Arts AI for College Students

Kim Kyung-jin

Table of Contents, Preface, 13 Chapters, Closing Essay

An online AI Library textbook for college students. It introduces AI history, daily use, document work, research, images, presentations, video, productivity, learning, careers, copyright, and governance.

Legal Practice and Artificial Intelligence book cover

16 posts available

Legal Practice and Artificial Intelligence

Kim Kyung-jin

Table of Contents, Preface, 14 Parts

An online AI Library book by Kim Kyung-jin on legal research, drafting, evidence analysis, contract review, NotebookLM, and practical generative AI workflows for legal practice.

Hello, I Am Kim Kyung-jin book cover

10 posts available

Hello, I Am Kim Kyung-jin

Kim Kyung-jin

Table of Contents, Preface, Recommendations, 6 Chapters, Closing

An online AI Library book on Kim Kyung-jin’s life, science and technology policy, parliamentary diplomacy, legislative battles, Dongdaemun vision, and proposals for Korea’s demographic future.

Politics and People book cover

25 posts available

Politics and People

Kim Kyung-jin

Table of Contents, Prologue, 22 Chapters, Epilogue

An online AI Library book by Kim Kyung-jin on how politics begins with reading people, winning trust, keeping relationships, and enduring seasons of crisis.

[AI Library] Chapter 10. Legal Checks and Europe's Counterattack

PALANTIR War Surveillance Artificial Intelligence
Author
Attorney Kyungjin Kim
Date
2026-05-05 15:30
Views
805

PALANTIR: War, Surveillance, Artificial Intelligence

Part 5: Controversy and Regulation, The Shadow of the Surveillance State

Chapter 10. Legal Checks and Europe's Counterattack

Attorney Kyungjin Kim

A. The German Federal Constitutional Court's Unconstitutionality Ruling (February 2023)

(1) The Ruling Declaring Palantir Use by Hesse and Hamburg State Police Unconstitutional

On the morning of February 16, 2023, a ruling was read aloud in the chambers of the German Federal Constitutional Court in Karlsruhe. Presiding Judge Stephan Harbarth spoke in a calm but firm voice: "Section 25a, paragraph 1 of the Hesse Public Safety and Order Act, and Section 49, paragraph 1 of the Hamburg Police Data Processing Act, are unconstitutional."

The eleven plaintiffs gathered in the courtroom held their breath. With the help of the civil liberties organization Gesellschaft für Freiheitsrechte (GFF), they had carried on this fight for six years. The target was software developed by Palantir, a data analytics company from Silicon Valley.

The Hesse state police had been operating Palantir's Gotham platform under the name "hessenDATA" since 2017. Some 2,000 police officers had access to the system. The official purpose was terrorism and organized crime investigations. But reality was different. Its use rapidly expanded to include residential burglaries, ATM bombings, and traffic accident witness tracking. According to Hesse Ministry of Interior data, police used the software thousands of times per year.

Hamburg had not yet activated the system. It had only established the legal basis and was preparing for deployment. The Constitutional Court ruled on both states' statutory provisions.

The core of the ruling was clear. The court held that automated data analysis violated the "right to informational self-determination" guaranteed by Articles 2(1) and 1(1) of the Basic Law. The ruling stated: "Particularly in light of the broadly defined text of the authorization, the basis for interference, with regard to both data and methods, falls far short of the constitutionally required threshold of identifiable danger."

Put simply, this means: for police to analyze citizens' data with Palantir software, a specific and clear danger must exist. A vague notion of crime prevention is insufficient. The abstract goal of preventing terrorism cannot serve as a legitimate basis for violating individual privacy.

The court ordered Hesse to amend its law by September 30, 2023. In Hamburg's case, since the law had not yet been implemented, it was immediately invalidated.

(2) Violation of the 'Right to Informational Self-Determination'

The "right to informational self-determination" invoked by the German Federal Constitutional Court is a landmark concept in German constitutional history.

In 1983, the Constitutional Court issued the Census Judgment (Volkszählungsurteil). At the time, the German government was planning a detailed census. Citizens objected. In this case, the court derived a new fundamental right: every individual has the right to determine who uses information about them, for what purpose, and in what manner.

The birth of this right was rooted in Germany's dark history. The Nazi Gestapo collected and categorized citizens' information to identify Jews, homosexuals, and political opponents. After the war, East Germany's Ministry for State Security, the Stasi, built an even more sophisticated surveillance apparatus. By some estimates, out of East Germany's population of 16 million, approximately one million served as the Stasi's informal collaborators. It was a society where neighbors spied on neighbors and family members informed on family members.

In the 2023 ruling, the court recalled this historical context. The ruling explained that automated data analysis constitutes a qualitatively different new form of interference compared to traditional data collection. Connecting individually collected pieces of information generates "new knowledge." Combining police records, communications metadata, social media activity, and vehicle location data can reconstruct an individual's behavioral patterns, social network, and movement history. This goes beyond the original purpose of information collection.

The court emphasized the principle of purpose limitation and the principle of proportionality. Data collected for a specific purpose must be used only for that purpose. Using it for other purposes requires a separate legitimate basis. also, government interference must be proportionate to the objective pursued. Extensive surveillance cannot be permitted to prevent minor crimes.

(3) Warning About "Profiling with a Single Click"

Franziska Görlitz, a lawyer with the GFF, spoke at a press conference immediately after the ruling: "A person who filed a complaint, a crime victim, or someone who was simply in the wrong place at the wrong time can all become subjects of this software's analysis."

Her statement was no exaggeration. According to internal documents from the Hesse state police, hessenDATA could integrate police records systems, criminal investigation databases, communications metadata, and social media information. In December 2022, Hesse Interior Minister Peter Beuth told the state parliament that the software had been used in the investigation of the far-right underground organization "Reichsbürger," which had plotted to overthrow the German government.

Constanze Kurz, a spokesperson for the Chaos Computer Club (CCC), was more biting: "This is Palantir-style dragnet investigation. Police are combining different datasets for purposes other than the original ones. Automated mass analysis must not become routine in law enforcement."

The core of the problem was the opacity of the algorithms. Palantir's software is written in proprietary code. Neither outside experts nor the agencies using the system fully understand how the algorithms create their connections. In 2023, the state of Bavaria commissioned the Fraunhofer Institute for Secure Information Technology to review the source code. The institute concluded there were no "secret backdoors." However, this evaluation report was classified as confidential, citing "security concerns" and "Palantir trade secrets."

The ruling pinpointed this issue precisely. "The fact that unlimited data analysis technology is not currently available does not resolve the problem. Constitutional requirements must be based on the legally possible scope of interference." As technology advances, more extensive analysis becomes possible. If the legal scope of permission is broadly set, surveillance can expand to fill that scope.

(4) The Order to Amend Hesse's Law by September 2023 and the Invalidation of Hamburg's Law

After announcing the ruling, Presiding Judge Harbarth emphasized one point to reporters: "Each state retains the option of constitutionally shaping the legal basis for further processing of stored data files."

This statement was double-edged. The Constitutional Court did not ban Palantir software itself. It determined that the laws supporting its use did not meet constitutional requirements. This also meant that continued use was possible if laws specifying stricter conditions were enacted.

Hesse amended its law by the deadline. The new law specified the requirements for data analysis. But critics argued the amendment was insufficient. As of 2025, the GFF has filed a new lawsuit before the Hesse State Constitutional Court.

Hamburg chose a different path. After its law was invalidated, it did not pursue new legislation. Fundamental skepticism toward Palantir adoption had emerged within the Hamburg state parliament.

The ruling's aftershocks spread throughout Germany. Police in Bavaria and North Rhine-Westphalia were also using Palantir software under the names VeRA and DAR, respectively. The GFF and the Chaos Computer Club filed constitutional complaints against these two states as well. The lawsuit against Bavaria is pending before the Federal Constitutional Court as of 2025.

B. GDPR and the Era of Data Sovereignty

(1) Setbacks and Recalibration of the European Expansion Strategy

Alex Karp took the stage at a corporate investment conference in February 2024. It was the FII Institute event in Miami. In his characteristically rapid-fire speaking style, he appealed to the audience.

"We stopped countless terror attacks in Europe. And frankly, if those things hadn't been stopped, you'd be looking at a very different political reality in the West right now. It's the truth." He paused briefly, then added: "I love that I get yelled at in European cities. Keep yelling. The only reason nobody in between me and you is doing the goose step is our products. Say thank you."

The goose step. It was a reference to the marching style of 20th-century German and Italian fascists. Karp was claiming that Palantir had saved Europe from a revival of fascism.

This remark caused a major stir in Germany. It starkly revealed the barriers Palantir's European expansion strategy faced. Ironically, the very history Palantir claimed to have prevented became the source of resistance against Palantir's adoption.

Distrust of state surveillance runs deep in Germany. The experiences of the Nazi Gestapo and the East German Stasi remain as collective trauma. This history was what GFF lawyers repeatedly invoked in their constitutional complaints.

The European Union's General Data Protection Regulation (GDPR) was born out of this historical context. Enacted in 2018, GDPR is regarded as the world's strictest personal data protection framework. It has several core principles. Data minimization: only the minimum data necessary to achieve the purpose may be collected. Purpose limitation: data cannot be used for purposes beyond the original collection purpose. Right to be forgotten: individuals can request the deletion of their data.

Palantir's business model conflicts with these principles. The essence of Palantir software is to integrate and connect data from diverse sources to discover new patterns. It does not minimize data; it maximizes it. It uses data for purposes beyond the original collection intent.

The European Court of Justice's 2020 Schrems II ruling made the situation even more complicated. The court determined that U.S. surveillance laws, particularly Section 702 of the Foreign Intelligence Surveillance Act (FISA), did not adequately protect EU citizens' personal data. The EU-U.S. Privacy Shield agreement was invalidated. Transferring EU citizens' data to U.S. companies itself became a legal problem.

(2) The Polizei 20/20 Project and the Merz Government's Re-Push

Palantir's European strategy has not experienced only setbacks. Attempts to turn crisis into opportunity are underway.

The structural characteristics of Germany's police system provide the backdrop. Germany is a federal state composed of 16 Länder (states). Police forces belong to each state government. At the federal level, there is the Federal Criminal Police Office (BKA) and the Federal Police, but day-to-day policing is handled by state police. The problem is that each state police force's IT systems are different. Information collected in one state is not shared with others. Federal-level databases and state-level databases are not connected.

In 2019, the federal and state governments launched a project called "Polizei 20/20" to solve this problem. A budget of 300 million euros was allocated. The goal was to integrate the decentralized police databases of the 16 states.

Conservative politicians advocated introducing Palantir software to this project. Friedrich Merz and Alexander Dobrindt of the CDU/CSU were prominent voices. They emphasized that Palantir had already been proven in intelligence agencies and militaries around the world.

In 2023, then-Interior Minister Nancy Faeser of the Social Democratic Party blocked this plan. She prevented the Federal Criminal Police Office, the Federal Police, and the Customs Investigation Office from using Palantir software. The decision came shortly after the Federal Constitutional Court ruling.

But the situation changed when the CDU/CSU won the early 2025 general election. A new coalition government led by Chancellor Merz was formed. The Interior Ministry portfolio went to the CSU's Dobrindt, a longtime supporter of Palantir adoption.

In March 2025, the Bundesrat (upper house) passed a resolution calling for the rapid introduction of a joint "automated data analysis platform" for federal and state police. The resolution did not explicitly mention Palantir. However, under the framework agreement Bavaria had already signed with Palantir, other states and the federal government could join without a new procurement process.

Not all states agreed. According to an investigation by Bayerischer Rundfunk (BR), Hamburg and Mecklenburg-Western Pomerania explicitly demanded a European alternative that would "exclude the use of products from the market-dominant American supplier Palantir." Bremen, Lower Saxony, Saarland, Schleswig-Holstein, and Thuringia supported this position. But the motion failed to secure the required majority in the Bundesrat.

(3) The Dilemma of Digital Sovereignty

One of the reasons several state governments oppose Palantir is the issue of "digital sovereignty."

Peter Thiel, Palantir's co-founder and chairman of the board, is a prominent supporter and political donor of President Donald Trump and Vice President JD Vance. At least ten officials in the current Trump administration are reportedly holders of Palantir stock. In April 2025, Palantir signed a $30 million contract with U.S. Immigration and Customs Enforcement (ICE). The contract was to develop an operating system called "ImmigrationOS" for identifying undocumented immigrants and tracking voluntary departures.

Social Democrat parliamentarian Johannes Schätzl told German newsweekly Stern: "Palantir is not a neutral IT service provider. It is a company with deep connections to U.S. intelligence agencies that pursues clear geopolitical interests."

There are also legal problems. The U.S. CLOUD Act, enacted in 2018, allows U.S. authorities to compel U.S. companies to produce data stored anywhere in the world. In theory, even if Palantir software processes only German citizens' data on German police servers, the possibility that the U.S. government could demand access cannot be entirely ruled out.

Palantir dismisses these concerns. Jan Hiesserich, Senior Vice President of European Strategy, told German business newspaper Handelsblatt: "Palantir brings software, not data. Which data is relevant to an investigation is determined solely by the customer in accordance with the relevant regulations."

Palantir works with Deutsche Telekom subsidiary T-Systems in Germany. The software runs on police-owned servers. The official position is that no data is transferred to the United States.

But critics argue this is not enough. Green Party federal parliamentarian Konstantin von Notz said: "A nationwide rollout should be off the table, especially in an era where the U.S. government is becoming increasingly unreliable."

The new coalition's agreement contains an interesting phrase: "Digital policy is power politics." A goal of reducing dependence on foreign technology is also stated. But at the same time, they are re-pushing Palantir adoption. It is a contradiction to emphasize digital sovereignty while introducing American surveillance software.

C. The Crisis of Democratic Control

(1) When an Unelected Technology Company Takes Over Core State Functions

At the end of July 2025, the Baden-Württemberg state parliament passed legislation authorizing the use of Palantir Gotham software. It was a Green-CDU coalition. Even the environmental party, the Greens, did not oppose it.

According to reports, Baden-Württemberg had already signed a 25-million-euro contract with Palantir in March 2025. This was before the legal basis had been established. The order was reversed. Contract first, law second. The inertia of technology adoption outpaced democratic deliberation.

This is the "vendor lock-in" phenomenon critics warn about. Once the Palantir system becomes deeply integrated into police workflows, switching to another system becomes increasingly difficult. Specialized training, data migration, and workflow redesign require enormous costs. The promise to switch to a future European alternative becomes realistically unachievable.

The case of Bavaria's VeRA system illustrates this. The framework agreement Bavaria signed with Palantir in 2022 includes a provision allowing other federal states and the federal government to join without a new procurement process. A decision made by an individual state becomes a nationwide precedent. De facto standards are created without sufficient deliberation by elected representatives.

A more fundamental problem exists. Nobody knows exactly how Palantir's algorithms work. The source code is a trade secret. Even the Fraunhofer Institute's review results were classified as confidential. When police authorities accept the algorithm's recommendations, there is no way to verify the logic behind those recommendations.

Researchers call this "automation bias." Humans tend to over-trust computer system outputs. When an algorithm classifies a particular individual as "high risk," investigators are more likely to follow that judgment than question it. When the algorithm is wrong, it is difficult to detect and correct that error.

(2) Questions of Sovereignty and Accountability: Who Watches the Algorithms

Peter Thiel wrote a provocative sentence in a 2009 essay: "I no longer believe that freedom and democracy are compatible."

Alex Karp has said at multiple public events: "Our products are sometimes used to kill people."

Palantir's founders do not hide their values. They claim to be defending Western democracy. But who decides the manner and scope of that "defense"? A democratically elected government, or Palantir?

Palantir's governance structure makes this question even sharper. The company employs a differential voting rights structure. The three founders (Thiel, Karp, and Stephen Cohen) exercise approximately 80% of voting rights through Class F shares. Control by shareholders and oversight by the board of directors are both limited. The founders determine the direction of the company.

This company handles core national security functions of democratic states. Palantir's algorithms determine who is a terrorist suspect, who is a surveillance target, and how data is connected. An unelected technology company has entered a core domain of national sovereignty.

The German Federal Constitutional Court's 2023 ruling was one answer to this problem. But it was not a definitive answer. The court did not ban the use of Palantir itself. It merely demanded that the legal basis be made stricter.

The GFF and the Chaos Computer Club continue to fight. Constitutional complaints against Bavaria and North Rhine-Westphalia are underway. But the political tide is moving in the opposite direction. Under the Merz government, Palantir's proliferation is accelerating.

No fundamental solution is in sight at the EU level either. GDPR proclaimed strong data protection principles, but grants each member state discretion regarding the use of surveillance technology in the national security domain. The EU AI Act introduced regulations for high-risk AI systems, but many exceptions apply to the law enforcement domain.

In the end, the problem is not technology. It is a choice. What balance to strike between efficiency and privacy, between security and freedom, between convenience and democracy. The answer to this question cannot be provided by an algorithm. Citizens must decide for themselves.

The 1983 Census Judgment that the German Federal Constitutional Court recalled, and the history of the Nazis and the Stasi that it evoked, serve as a warning. Technology is neither inherently good nor evil. But when it becomes a tool of power, when it goes unchecked, when it lacks transparency, technology can threaten democracy.

Palantir's name comes from the "palantír" in Tolkien's The Lord of the Rings. The seeing stone. But in Tolkien's story, many of those who used the palantír were captivated by its gaze and met their doom. The watcher became the watched. The tool dominated the user.

The question facing Germany and Europe is this: Who will control the palantír? Will we use it, or will it use us?

Kim Kyung-jin

Attorney · Former Member of the National Assembly · AI Policy Researcher

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