Signal Signal 2: synthetic data is projected to reach 80% of AI training input by 2028
Summary
The second watch signal reports a projection that synthetic content rises from 20% of the data AI tools use in 2024 to 80% by 2028, while noting a performance ceiling at roughly 90% to 95% of the quality real data provides.
Classification
Main topicAI & Computing
Region menusGlobal
Occurrencescope:global
Impactscope:global
Time horizon0-3 years (2026-07-26)
Last updated2026-07-29 04:49:53
Evidence 2
- Tech Trends 2026: As technology innovation and adoption accelerate, five trends reveal how successful organizations are moving from experimentation to impact Deloitte Insights (Deloitte Development LLC, US Office of the CTO) page=65;section=Cutting through the noise: Tech signals worth tracking as AI advances / New data > synthetic data > old data 2025-12 accessed 2026-07-26
- Tech Trends 2026: As technology innovation and adoption accelerate, five trends reveal how successful organizations are moving from experimentation to impact Deloitte Insights (Deloitte Development LLC, US Office of the CTO) page=65;section=Cutting through the noise: Tech signals worth tracking as AI advances / New data > synthetic data > old data 2025-12 accessed 2026-07-26
Part of trends 0
No objects.
Directly linked issues 1
- IssueThe report names eight adjacent signals and argues sensing beats prediction1 trends · 6 signals
Relation types: direct_urgent
Public id: fm-c4d74776a85d