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Event AI & Knowledge Graphs in Action Meetup 2025-07-01
Panel Discussion 2025-07-01 · 18:00 Moderator: Larry Swanson. Panelists: Peter Haase (metaphacts), Harald Sack (FIZ Karlsruhe & KIT Karlsruhe), Jennifer Lechner (d-fine), André Teege (Piterion), Alexander Garcia (Siemens Energy). Topics include: Can LLMs actually “understand” symbols, or are they just statistically impressive? How does symbolic reasoning enhance comprehension and trust? Should neuro-symbolic AI be the gold standard for safety and regulation? Is interpretability more important than raw performance? Whose knowledge do symbolic systems represent—and what are the implications? knowledge graphs ai llms symbolic reasoning neuro-symbolic ai
Lightning Talks 2025-07-01 · 17:35 Get up to speed with rapid-fire insights from our expert panelists on the integration of knowledge graphs and AI—setting the context for the discussion to follow. AI/ML

Moderator: Larry Swanson. Panelists: Peter Haase (metaphacts), Harald Sack (FIZ Karlsruhe & KIT Karlsruhe), Jennifer Lechner (d-fine), André Teege (Piterion), Alexander Garcia (Siemens Energy). Topics include: Can LLMs actually “understand” symbols, or are they just statistically impressive? How does symbolic reasoning enhance comprehension and trust? Should neuro-symbolic AI be the gold standard for safety and regulation? Is interpretability more important than raw performance? Whose knowledge do symbolic systems represent—and what are the implications?

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