#30
2025-10-02
Solo
30:26
DeepTech, Deep Forest, Little Overview: Welcome to the Model Thicket
PP
Prof. Dr. Frank Passing
CEO, Intuitive AI
Key Takeaways
- Backend Evolution: Iteration chains move to backend, less prompt magic, more automatic orchestration
- Vendor Zoo: Exploded model diversity complicates orientation between Big Tech, Europe and open-source options
- Compliance Layer: Companies need guardrails, PII filters and audit trails before model interfaces
- Process IP Risk: What flows into the system can be reverse-engineered for insights
- Europe Opportunity: Differentiated, secure, compliant usable models with linguistic and regulatory strengths
Summary
Oliver and Alois discuss LLMs three years after ChatGPT 3.5 and how users lose overview in the model thicket. Reasoning and memory have improved significantly, agent-based platforms map real work processes. Meanwhile, diversity explodes: Big Tech, European models, open-source stacks. Companies need guardrails, compliance layers and standards like the Model Context Protocol. Europe has opportunities with differentiated, secure models and linguistic strengths.