Blog
Insights on the Internet, AI, and Data in Human Society
AI Is Reshaping Think Tanks by Automating Support Work, Not Strategic Judgment
Policy research is being compressed where the work is data-heavy, repeatable, and format-driven. The closer a role gets to political trust, geopolitic...
AI Is Automating the Data Industry From the Middle Out
The data industry is both the fuel supply chain for AI and one of its first recursive targets. Annotation, reporting, and routine analytics compress f...
AI Can Sort the Case. It Still Cannot Become the Social Worker.
Social services is one of the clearest industries where AI improves systems around the human professional far more than it replaces the professional d...
AI Is Rebuilding Information Services From the Metadata Layer Up
Libraries, archives, and information-management institutions are not being replaced outright. The technical service layer is being automated first, wh...
Music Is Splitting Into a High-AI Digital Stack and a Low-AI Physical Experience Layer
AI is hitting songwriting, mastering, royalties, distribution, and marketing far faster than live performance, touring, stagecraft, and human fandom.
AI Is Rewiring Beauty From the Marketing Layer Inward
Beauty and personal care look highly exposed on the digital side, but the manual service core still depends on touch, trust, taste, and clinical accou...
AI Can Run the Tobacco Line, But It Still Cannot Replace Taste, Craft, or Regulatory Judgment
Tobacco is already an automation-heavy industry. The easiest work to absorb is packaging, inspection, and logistics. The hardest work to remove still...
AI Is Rebuilding the Game Industry Unevenly
The first casualties are art production, QA, localization, and routine pipeline work. The safest roles sit in creative direction, systems ownership, l...
AI Has Very Little Power at the Center of Funeral Services
Death care can automate paperwork, platform operations, and some technical workflows. It still cannot replace the people who carry grief, ritual, and...
AI Is Rewiring Fashion Through Speed, Prediction, and Synthetic Content
The most exposed roles sit in buying support, ESG reporting, 3D execution, trend analysis, and digital styling. The safest ones still control brand me...
AI Is Hitting Film and Streaming Unevenly, but It Is Hitting Hard
The deepest pressure is in post-production, VFX, trailer work, and content marketing. The strongest defenses remain in taste, authorship, on-set judgm...
AI Is Entering Pet Services Through Data, Not Through the Leash
The safest work in pet services still depends on hands, animals, and trust. The most exposed work sits in diagnostics support, claims, genetics, ecomm...