Society & impact: what AI does to organisations
What AI does to organisations reaches well beyond the scope of a project. This cluster looks at second-order effects — the ones that appear in no business case but decide what will be possible three years from now.
Employment first, separating layoffs genuinely caused by AI from those that merely invoke it. Then regulation: Europe legislates while Beijing acts, and the seven people who actually decide the technology's future. Then information itself — deepfakes against journalism, and content collapse as the internet starts feeding on its own output.
It also covers the generational divide in usage, the AI-CEO question when machines run companies, enterprise agents where technology is not enough, and the singularity — not as prophecy, but as a hypothesis to assess coldly.
The cluster's pillar
All articles in this section
AI and jobs: the Great Replacement will not happen
Model vendors promised engineers would be replaced in 12 months. At the deadline: AI moves value towards judgement, it does not remove the job.
The 7 People Deciding the Future of AI
Huang, Altman, Nadella, Hassabis, Amodei, LeCun, Suleyman. Effective power, not LinkedIn fame. Does your AI roadmap depend on just one of these 7?
AI Agents in Enterprise: Why Technology Isn't Enough
Everyone deploys agents. Almost nobody redesigns the organization. Tech is never the limit — it's the absence of structure, roles, and rules.
Zero UI: How Invisible Interfaces Change Organizations
When agents negotiate without humans, who supervises? Observability, Agent Owner, 3 supervision levels to avoid flying blind.
AI CEO: When Machines Run Companies
Tang Yu (NetDragon), Mika: algorithmic CEOs in 2026. What AI does better. What it can't do. The hybrid augmented-leader model.
AI for Climate: Real-Time Planetary Monitoring
Google's AlphaEarth: Earth mapped in 10m squares. From reactive to predictive mode. Floods, fires, water stress anticipated.
AI Content Collapse: The Internet Devours Itself
2020: 99% human content. 2025: majority AI. Model collapse contaminates next-gen models. Does your brand voice survive the synthetic flood?
Deepfakes and AI: Journalism Has Never Been More Threatened
Image, video, audio: fake has never been so easy. Liar's dividend devastating. $25M lost at Arup via deepfake CFO. Build your response plan.
AI Singularity Has Already Started (Not a Debate)
AGI isn't a future moment — it's a movement underway. Devs outpaced, analysts undercut. Short window to become AI-Native before obsolescence.
AI: Brussels Legislates, Beijing Acts
China's 'AI Plus' strategy: 70% AI agents in the economy by 2027. Europe: 400-page AI Act. Christine Lagarde sounds the alarm. Strategic decoupling.
Youth and AI: The Generational Divide
84% of students use AI for coursework. 30% already get better grades. Either you offer an AI-Native frame, or they create your competitor.
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