Challenges with Delivering AI
Data Semantics are increasing in complexity and long tail semantics will continue to grow
Distribution & Decentralisation is Fundamental
Ambiguity
Increasing amount of Multimodal Data
Subjective Data: from facts to Alternative facts →
Hallucinations
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Data Governance & AI Governance needs to come together
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Gen AI will be the killer app for data infra
Opportunities in Delivering AI
New Human-Data Interaction paradigm
Common European Data Spaces + GenAI (Killer App)
Data & Knowledge driven AI systems can improve trust
EU AI act Risk Based Approach