Michael Elkin

About Michael Elkin

Michael Elkin is GigaSpaces CTO.

From Raw Data to Business Understanding: How Semantic Reasoning Powers GenAI Accuracy

By |June 29, 2025|Tags: , |

Key Takeaways 1. A semantic reasoning layer is essential to translate complex raw data into familiar business terms, making GenAI truly insightful. 2. Dynamic knowledge graphs are crucial for GenAI providing the structure, context, and relationships that help AI understand user intent, map synonyms, and infer context. 3. A semantic [...]

Computer Using Agents – CUA Demystified

By |April 14, 2025|Tags: , |

As AI continues to revolutionize industries, one fascinating advancement is the ability of agents to interact with and learn from what they see on-screen. Until now, agents have relied primarily on backend APIs or documentation. This new generation of agents - Computer Using Agents (CUAs) — operate much like [...]

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