Analisis Destacados
The Apprenticeship Is Breaking — and Almost Nobody Is Saying So
AI is eating the first-draft work juniors used to learn on. The Big Four are cutting graduates. The big law firms are paying for 400 non-billable training hours per associate. IBM is tripling entry-level hiring. The investment banks are silent. Of the four bets, only one is also a strategy.
Where Does the Company Remember? Institutional Knowledge in the Age of AI
When AI Enters the Room, Your Best Thinking Leaves
GDPR vs the AI Act: Compliance Versus Competence
Article 4 of the EU AI Act: What Legal Teams Must Know Now
Día 1 en la Oficina de IA: un experimento mental
¿Qué ocurre cuando la Oficina Europea de IA — 140 personas, 130 responsabilidades — intenta utilizar IA para cumplir su propio mandato? Una narrativa especulativa que explora la paradoja recursiva en el corazón de la regulación europea de IA. No es sátira. Es un diagnóstico.
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Your CV Screener Is a High-Risk AI System
If your organisation uses AI to filter job applications, you are deploying a high-risk AI system under the EU AI Act. The profiling clause in Article 6(3) removes every possible exemption.
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The Competence Paradox: When AI Eliminates the Jobs Where You Learn
AI automates entry-level work where professionals build judgment. It also automates senior tasks requiring deep expertise. The result: competence debt that builds silently until it breaks.
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Risk & Hallucination
Sullivan & Cromwell, OpenAI's Counsel, Files a Brief Full of AI Hallucinations
The firm advising OpenAI on safe AI deployment apologised to a federal judge after filing an emergency motion riddled with fabricated citations. Liga reads the apology letter and traces the competence failure that reaches the top of the profession.
April 25, 2026 9 min read
AI Strategy
The Apprenticeship Is Breaking — and Almost Nobody Is Saying So
AI is eating the first-draft work juniors used to learn on. The Big Four are cutting graduates. The big law firms are paying for 400 non-billable training hours per associate. IBM is tripling entry-level hiring. The investment banks are silent. Of the four bets, only one is also a strategy.
April 23, 2026 8 min read
AI Strategy
Where Does the Company Remember? Institutional Knowledge in the Age of AI
AI is automating the tasks juniors used to learn on. Without a deliberate memory, the roles themselves will forget how they work. The full research treatment of why a wiki is not a memory, why aviation got it right fifty years ago, and what the third layer of competence actually looks like.
April 22, 2026 18 min read
AI Strategy
When AI Enters the Room, Your Best Thinking Leaves
In 1961, the CIA's confident briefing silenced the smartest people in the room. In 2026, Wharton researchers proved AI does the same thing — and called it cognitive surrender.
April 12, 2026 8 min read
EU AI Act
GDPR vs the AI Act: Compliance Versus Competence
People keep asking whether the EU AI Act applies to them -- as if it were optional. It is an EU Regulation, the strongest form of European law, and Article 4 has been binding since February 2025.
March 21, 2026 10 min read
EU AI Act
Article 4 of the EU AI Act: What Legal Teams Must Know Now
Article 4 mandates AI literacy for anyone deploying AI systems. We break down the full text, the enforcement timeline, and what 'sufficient' literacy means for legal professionals.
March 18, 2026 7 min read
AI Strategy
The AI Training Market Is Broken — Here's What Legal Professionals Actually Need
Academic programs, vendor demos, bar seminars, checkbox compliance — four categories of training, all failing lawyers. We dissect why and show what actually works.
March 17, 2026 7 min read
Implementation Guides
Your Compliance SOPs Were Written for a World Without AI
A medical products company wants to deploy an AI patient navigator. The SOP says pre-approve all content in final, static form. The AI generates dynamic responses. The compliance team has two options: block the project or build a new model.
March 16, 2026 7 min read
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