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Determinism
AI must be deterministic, even when using probabilistic models.
Feb 3
•
Zsolt Batorfi
1
Headless design
Agents need decoupling
Feb 2
•
Zsolt Batorfi
1
Why Most Enterprise Agents Are Just Noise
My take on the slop problem
Feb 1
•
Zsolt Batorfi
2
1
January 2026
Reasoning over ontologies
Agents should not be exposed to raw data, nor should they execute SQL or search unstructured text.
Jan 30
•
Zsolt Batorfi
2
World augmented by meaning
“There is one thing stronger than all the armies in the world, and that is an idea whose time has come.” — Victor Hugo
Jan 28
•
Zsolt Batorfi
2
The Real Impact
Amara’s law:
Jan 28
•
Zsolt Batorfi
2
The agent's worldview
Agents without a semantic layer are amnesiacs—rediscovering the world from scratch every morning.
Jan 28
•
Zsolt Batorfi
3
A semantic layer is all you need
Most RAG systems are just expensive search engines.
Jan 28
•
Zsolt Batorfi
3
Insights on Enterprise Agents, Ontologies and Knowledge Graphs
My recent podcast interview explores where we are in industrial agent architectures based on my practice at Nokia R&D.
Jan 23
•
Zsolt Batorfi
3
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