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EverMind AI Blog

Introducing Self-Evolving Agent Memory: How EverOS Helps Your AI Agents Learn from Experience

EverOS introduces Self-Evolving Agent Memory, enabling AI agents to record their actions, learn from past experiences, and build on that knowledge for future tasks, leading to continuous improvement.

Companies:EverMind
AnnouncementApr 17, 2026

EverMind AI Blog

Introducing mRAG: How EverOS Retrieves What Actually Matters

EverOS introduces mRAG, a multimodal retrieval system that uses hierarchical search to find precise atomic facts within memories, improving relevance beyond standard search methods.

Companies:EverMind
AnnouncementApr 17, 2026

Clauday

EverMind MSA: 100M-Token Long-Term Memory for LLMs via ...

EverMind AI has open-sourced MSA (Memory Sparse Attention), an end-to-end trainable sparse memory framework that enables LLMs to scale context to 100M tokens. This innovation allows large language models to remember natively without external memory systems.

Companies:EverMind
AnnouncementMar 24, 2026

Morningstar (PR Newswire)

Breaking the 100M Token Limit: EverMind's MSA Architecture Achieves Efficient End-to-End Long-Term Memory for LLMs

EverMind, a pioneer in AI memory infrastructure, released a landmark research paper on its Memory Sparse Attention (MSA) architecture, demonstrating extraordinary scalability in LLMs.

Companies:EverMind
AnnouncementMar 19, 2026

Daily Cal

AI Keeps Forgetting. EverMind Just Launched the Fix—and an $80,000 Developer Competition

EverMind, an AI infrastructure company, launched its EverMemOS Cloud Service to address the challenge of long-term memory in AI. This new tool aims to improve scalability, speed, and collaboration in building AI memory solutions.

Companies:EverMind
AnnouncementFeb 27, 2026

Yahoo Finance

End Agentic Amnesia: EverMind Launches a Memory Platform and an $80,000 Global Competition as EverMemOS Sets New SOTA Results Across Multiple Benchmarks

EverMind announced a significant evolution in Agentic AI with the debut of a product-ready iteration of its EverMemOS, an open-source memory infrastructure. The launch is coupled with an $80,000 global competition and highlights EverMemOS achieving state-of-the-art accuracy across major memory benchmarks.

Companies:EverMind
AnnouncementFeb 3, 2026

PR Newswire

AI Infrastructure Company EverMind Released EverMemOS, Responding to Profound Challenges in AI

EverMind released EverMemOS, an open-source Memory Operating System, to address the fundamental limitation of long-term memory in AI. The platform aims to redefine the future of AI by providing continuous, near-infinite memory and long-term identity for AI agents.

Companies:EverMind
AnnouncementDec 12, 2025

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