All articles on AI Engineering, research, and strategy
The AI Act Is Not (Just) Compliance: It's Industrial Policy
74% of EU listed companies use American email providers. 89% of German enterprises consider themselves technologically dependent. The AI Act should be read through this lens—as a competitive lever, not a checklist.
Constitutional AI: A Guide for Claude Users
Claude alternates between absurd refusals and risky responses. Constitutional AI shows how to manage overrefusal, sycophancy, and linguistic vulnerabilities in deployments.
AI 2026: Why Stanford Talks About a Reckoning
42% of companies have already closed AI projects: Stanford HAI predicts that 2026 will reward only those who demonstrate measurable ROI, reliable vendors, and transparent metrics.
AI Sovereignty: Europe's Decision Point
Sovereign clouds, national models, and US hyperscalers define three ideas of AI sovereignty. Europe must decide which infrastructure and governance to fund.
You're Measuring AI Wrong
60% of managers mismeasure AI because they track hours saved, not impact. Segment by role, separate augmentative from substitutive use, and monitor weekly.
Who Will the Senior Engineers of Tomorrow Be?
Employment for developers under 25 dropped 20% since ChatGPT's launch. Companies hire fewer juniors because AI does those tasks. But without junior developers today, who will lead teams in ten years?
From SEO to GEO: Technical Guide to AI Search Optimization
robots.txt, llms.txt, structured data with E-E-A-T, answer blocks, multimodal: complete technical infrastructure to position yourself in generative search engines. Princeton paper, Cloudflare 2025 data, concrete implementations.