Weekly series
A weekly look at what changed in semantic technology, agent memory, and retrieval. Every issue is here.
Semantic Tech Insights
Databricks consolidates agent memory in the background, PowerContext waits for a person to approve each revision, and EverOS treats the original Markdown as the source of truth. Two papers split on whether to keep the raw records.
Semantic Tech Insights
Deletion rarely comes up in talk about agent memory, but this week it came up in six places at once: a vector index, two memory platforms and three papers. Before you delete a memory, you need to know where it came from, whether to deactivate or erase it, and where else it lives.
Semantic Tech Insights
Web search, local embeddings and agent memory each got a new entry point this week. That puts more weight on the data foundation behind an agent: where the data came from, whether it is still valid, and who allowed its use.