LegalTech · · 7 min read
Enterprise AI Infrastructure: The Cheap Token Paradox
Token costs have fallen 98% since 2024, yet AI budgets are exploding. A TCO analysis of cloud vs. on-premise for agentic AI workflows in enterprise settings.
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Ratio
Notes on AI, law and regulation
Rigorous analysis, pushback on overblown narratives, case studies. No hype, just method.
Regulation · · 6 min read
Erasing Artificial Intelligence: The Legal Hygiene of a German Court
On 12 May 2026, the OLG Hamm held Aesthetify GmbH liable for its chatbot's false statements without examining what AI is. Imputation by organisation, benefit, and control.
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AI & Law · · 16 min read
When did justice become a prediction problem? The SON-IA case in Querétaro
Querétaro signed Mexico's first court rulings drafted with generative AI. The public debate focuses on data security. The real problem is elsewhere.
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Research · · 4 min read
Who Gets AI and Law Predictions Right?
In the world of AI and Law, everyone forecasts the future. The LabDerIA launches a Prediction Ranking for Mexico based on the Brier Score.
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AI & Law · · 3 min read
AI governance in legal teams: why technical asymmetry is now a strategic risk
Demystifying AI inside a legal team is not a training program: it is a governance decision that determines who negotiates the rules and who only comments on them.
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Privacy · · 4 min read
AI Agents and Professional Secrecy: Four Confidentiality Failures Lawyers Overlook
Connecting autonomous AI agents to client files without understanding the risks compromises professional secrecy: four confidentiality failures lawyers overlook.
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AI & Law · · 3 min read
How to transform a law firm with AI: 5 actionable points
How to use AI in a law firm without getting lost: reliability, ROI, digital ecosystem, new LegalOps roles, and leadership. Five actionable points.
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Regulation · · 5 min read
AI directed at children in Mexico: the legal risk does not wait for the AI Act
Article 5.1(a) of the AI Act prohibits the manipulation of minors by AI systems. In Mexico, the Best Interests of the Child principle already creates the same liability.
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AI & Law · · 3 min read
AI in Mexican Justice: A Critical Reading of Two SJF Legal Precedents
Mexico's SJF published two legal precedents on the use of AI in justice. A critical reading of their language, technical assumptions and risks for legal reasoning.
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AI & Law · · 3 min read
Copyright and AI: the Thaler case closes one door, not all of them
The D.C. Circuit denied copyright to a work created solely by AI. Mexico had reached the same conclusion. What this settles, and what it leaves open.
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Regulation · · 2 min read
DeepSeek and digital sovereignty
DeepSeek showed that the AI frontier fits within a regional budget. What this changes for digital sovereignty and regulation.
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Training · · 3 min read
AI guides for lawyers: what to demand and what to avoid when choosing training
How to critically evaluate an AI guide or training program for lawyers: the questions that separate a rigorous program from a marketing shortcut.
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AI & Law · · 3 min read
How to use ChatGPT in a law firm, and when not to
How to use ChatGPT in a law firm without falling for the efficiency mirage: why extracting data from legal documents remains premature, even reckless.
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