Trend Insight 19: scarcity of quality data turns acquisition into a contest over rules
Summary
The nineteenth insight makes data the scarce input: investment pressure plus a shrinking supply of quality material pushes firms to rewrite platform terms of service and to scrape without permission, while websites and creators respond with contract changes, litigation and technical countermeasures.
Classification
Main topicTech Regulation & Digital Policy
Region menusGlobal
Impactscope:global
Time horizon0-3 years (2026-07-26)
Last updated2026-07-29 04:49:52
Evidence 2
- Foresight on AI: Policy considerations Policy Horizons Canada page=78;section=Insight 19: The AI driven data race / Present 2025 accessed 2026-07-26
- Foresight on AI: Policy considerations Policy Horizons Canada page=78;section=Insight 19: The AI driven data race / Present 2025 accessed 2026-07-26
Observed signals 2
Part of issues 1
- IssueSynthetic data may outweigh real data by 2030 while risking model collapse1 trends · 0 signals
Relation types: constitutes · supports
Public id: fm-ca80e1e3deff