Mar 7 · 9 min read · AI memory—being a subset of self-improving agents—has been my area of curiosity for quite some time now. When I came across this paper MemoryBank: Enhancing Large Language Models with Long-Term Memory
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Feb 27 · 5 min read · Today we're sharing a preprint that's been months in the making: "Experiential vs Synthetic Memory in Long-Running AI Agents" — now available on Zenodo (DOI: 10.5281/zenodo.18798227). The core question is deceptively simple: Does an AI agent that acc...
Join discussionFeb 27 · 5 min read · This week, Anthropic shipped one of the most significant updates to Claude Code yet: Auto-Memory. Claude now automatically maintains a MEMORY.md file that persists across coding sessions — capturing your preferences, project context, and working patt...
Join discussionJan 17 · 1 min read · Foundational Primitive Core Requirements for AI Trust Layer Infrastructure DID — Persistent Identity CID — Immutable Memory CFE — Canonical Meaning Root These three primitives constitute the complete foundational core of AI Trust Layer Infrastructure...
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Jan 13 · 1 min read · Foundational Primitive Core Requirements for AI Trust Layer Infrastructure 1. DID — Persistent Identity 2. CID — Immutable Memory 3. CFE — Shared Canonical Meaning Root These three primitives constitute the complete foundational core of AI Trust Laye...
Join discussionJan 11 · 1 min read · Foundational Primitive Requirements for Decentralized AI Trust Layer Infrastructure These structures form a complete foundational primitive core requirement for AI Trust Layer Infrastructure. DID — Persistent Identity CID — Immutable Memory CFE — ...
Join discussionNov 26, 2025 · 17 min read · Well, let’s discuss the origin of normal-memory going into the bushes. I was in on a call with a bunch of builder friends a couple of months back, all of us discussing AI tools and agents and memory. This was right around the time SuperMemory founder...
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Sep 30, 2025 · 5 min read · Current State of Implementation: Initialization and Constraints: The initialize method sets up constraints and indexes, which is essential for maintaining data integrity and improving query performance. CRUD Operations: Implemented a wide range of C...
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Sep 25, 2025 · 5 min read · https://arxiv.org/abs/2509.09498 SEDM gives AIs a living memory that automatically filters for useful experiences, preventing data overload and helping them learn and adapt more efficiently across different tasks. The Memory Crisis: A Bottleneck at...
Join discussionSep 5, 2025 · 3 min read · 🌱 Intro – Why Memory Matters Memory is the secret sauce of intelligence.For humans, it’s birthdays, heartbreaks, and the trauma of that one exam we didn’t study for. For AI, it’s queries, clicks, and your last midnight rant to ChatGPT. But here’s th...
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