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EverMind-AI/EverMemOS: 4B parameter model with 100M token memory.

BACKGROUND
1 SIGNALFIRST DETECTED 28 March 2026
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How the story developed
Other feeds and industry voices
23 Mar
WMB-100K – open source benchmark for AI memory systems at 100K turns

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1s1brq3/wmb100k_open_source_benchmark_for_ai_memory/"> <img alt="WMB-100K – open source benchmark for AI

OPINION · WHAT · LocalLLaMAOPEN STORY
25 Apr
Memory systems with vector objects as relationships instead of strict labels

<table> <tr><td> <a href="https://www.reddit.com/r/singularity/comments/1svasld/memory_systems_with_vector_objects_as/"> <img alt="Memory systems with vector objects as

OPINION · WHAT · singularityOPEN STORY
19 May
bytedance released an open source model that attempts to do just about anything with only 3b parameters

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1thkwgk/bytedance_released_an_open_source_model_that/"> <img alt="bytedance released an open source model

OPINION · WHAT · LocalLLaMAOPEN STORY
25 Apr
Spatial Metaphors for LLM Memory: A Critical Analysis of the MemPalace Architecture

arXiv:2604.21284v1 Announce Type: new Abstract: MemPalace is an open-source AI memory system that applies the ancient method of loci (memory palace) spatial metaphor to organize

REPORT · HOW · ArXiv CS.AIOPEN STORY
26 Mar
Memory

<!-- SC_OFF --><div class="md"><p>Third revision of this. Hit me up with your thoughts. </p> <p><a

OPINION · WHAT · LocalLLaMAOPEN STORY
8 Apr
Napkin math: KV cache for Llama 3.1 at 128K context is ~64GB per decode request, and that's after GQA

<!-- SC_OFF --><div class="md"><p>Every output token the model generates requires reading the entire KV cache from High Bandwidth Memory.</p> <p>Here's what that actually looks

OPINION · WHAT · LocalLLaMAOPEN STORY
8 Jul
Minimax plans to release a 2.7-trillion parameter model.

<table> <tr><td> <a href="https://www.reddit.com/r/singularity/comments/1uqueil/minimax_plans_to_release_a_27trillion_parameter/"> <img alt="Minimax plans to release a

OPINION · WHAT · singularityOPEN STORY
14 May
Is there a limit on the number of active parameters in an MoE model?

<!-- SC_OFF --><div class="md"><p>Hi. We recently had MoE models as big as 1T and 1.6T total parameters. My expectation on the proportion between total and active parameters so

OPINION · WHAT · LocalLLaMAOPEN STORY
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