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AI Agents Finally Get Shared MEMORY: Trajectory RAG

2026-06-23 Science & Technology
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Description

This Gives multiple AI Agents a Shared Brain. MATM: The Missing Memory Layer for AI Agents. all rights w/ authors: Multi-Agent Transactive Memory To Eun Kim1* Xuhong He1* Dishank Jain1* Ambuj Agrawal1 Negar Arabzadeh2 Fernando Diaz1 from 1 Carnegie Mellon University 2 University of California, Berkeley #airesearch #aitechnology #aitechnology #scienceexplained #aiagents #aiagent #aimemory

Top Comments (8)

@lukelee4510 2026-06-26

great paper!!!!

1
@TheAdeybob 2026-06-23

There's already issues with using pooled skills regards virus/malware/data-theft, data-poisoning, etc. This system can only make it a worse problem.

0 3 replies
@tammymand 2026-06-23

but if using Spec driven approach then agent dont need to re-discover everything. It have all the required know-how

0 1 replies
@aerotheory 2026-06-23

To much hand waving here.

0
@maertscisum 2026-06-24

This is fundamentally flawed. Agent memory should always be private. The act of sharing should be deliberate, just like how human does it. It shouldn't be forcefully taken out.

0
@tammymand 2026-06-23

yehhh the first one here :). one correction @23:51: SR with no retrieval is 47 and not 74. seems like you are german, reading from back ;)

0
@TheAdeybob 2026-06-23

It's all about trajectories and audits.

0
@Yodelingmtnjuju 2026-06-23

So we are giving our agents the Time Stone. What a time to (still) be alive.

0

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