'Observational memory' cuts AI agent costs 10x and outscores RAG on long-context benchmarks

As AI agents move into production, teams are rethinking memory. Mastra’s open-source observational memory shows how stable ...
Microsoft

Manipulating AI memory for profit: The rise of AI Recommendation Poisoning

That helpful “Summarize with AI” button? It might be secretly manipulating what your AI recommends. Microsoft security researchers have discovered a growing trend of AI memory poisoning attacks used ...
IEEE

Buddy ECC: Making Cache Mostly Clean in CXL-Based Memory Systems for Enhanced Error Correction at Low Cost

Abstract: As Compute Express Link (CXL) emerges as a key memory interconnect, interest in optimization opportunities and challenges has grown. However, due to the different characteristics of the CXL ...
IEEE

Seastar: A Cache-Efficient and Load-Balanced Key-Value Store on Disaggregated Memory

Abstract: In modern datacenters, memory disaggregation un-packs monolithic servers to build independent network-connected compute and memory pools, greatly improving resource uti-lization. Existing ...