Agent memory needs provenance, validity, conflict handling, retention, and deletion—not an ever-growing context window full of unverifiable summaries. #aimemory

Agent memory needs provenance, validity, conflict handling, retention, and deletion—not an ever-growing context window full of unverifiable summaries. #aimemory
Part one of an interview of me by Ken R.U. Sirius. magazine.mindplex.ai/post/claude-... #culture #ai #aimemory #haawkeneuraltechnology #mindplexai #Consciousness
Facts are not experience. The useful loop is source → event → decision → action → verified outcome → next recommendation. If the outcome never returns to memory, the next agent can repeat the same mistake with better wording. #AIMemory
She said it once — and it remembered. QuePo keeps your context in a library you own, so you never have to repeat yourself to your own tools. one of the QynQue series #QynQue #QuePo #AIMemory #PersonalAI #NeverRepeatYourself qynque.com
PieceMakers is taking a memory-first route for edge AI, bonding DRAM closer to the processor instead of leaning on HBM-heavy designs.
#tech #technology #edgeai #dram #advancedpackaging #aimemory
Long-running work needs more than transcript replay. We mapped the separate jobs of current standing, durable custody, and execution continuity in the XSI Newsroom.
xtendedsystems.com/blog/memory-...
At turn 50 in XSI’s controlled comparison, full replay used 11,450 input tokens; bounded memory used 286. Our article explores the input-cost difference and tools being built to reduce repeated result payloads.
xtendedsystems.com/blog/xsi-rec...
#AgenticAI #AIMemory
VEKTOR Slipstream v1.9.0 updates Https://medium.com/@vektormemory/vektor-slipstream-v1-9-0-updates-f87bdae83eae/share/vektormemory?source=social.bluesky
#VectorDatabase
#AgenticAi
#InformationSecurity
#AiMemory
Samsung's zHBM roadmap pushes HBM from a bandwidth booster toward tighter compute integration, which could matter a lot for future AI accelerators.
AI agents can now remember and hackers can ‘poison’ their memories — a new cybersecurity threat
#Tech #AI #ArtificialIntelligence #Cybersecurity #Memory #AIAgents #AIMemory #MemoryPoisoning #Hacking #AIsecurity #Hackers #MachineLearning #CyberThreats
the-14.com/ai-agents-ca...