Where Memories Come From: ENGRAM Learns to Track Provenance and Group by Project

ENGRAM could already remember an enormous amount — articles, code sessions, conversations from half a dozen assistants. What it could … More

Completing the Mind: ENGRAM Now Remembers Conversations from Claude Desktop, ChatGPT, and Gemini

ENGRAM already remembered my articles and my code sessions. The last missing piece was the work I do with assistants … More

ENGRAM Part 3: Hippocampal-Inspired Memory – Working Memory, Long-Term Memory, and Periodic Consolidation

How ENGRAM’s agents remember what matters across multi-turn research sessions, and how memory biases retrieval toward coherent results Introduction In … More

ENGRAM Part 2: Unified Graph Retrieval from Long Documents and Multi-Agent Response Synthesis

Part 2 of this blog explains how uploaded research papers join the knowledge graph through hierarchical extraction, and how specialized … More