CommunityNews

CommunityNews

ANAMNESIS: Forecasting and Self-Healing of Memory Corruption in LLM Agents

A living record of my final-year project. LLM memory is not only written wrong, it goes wrong: a fact that is true on Monday is contradicted, superseded, or poisoned by Thursday, and the next consolidation builds on the rot. Every shipping memory system checks a fact once, at write time. ANAMNESIS asks whether a memory system can forecast which of its own stored memories will corrupt, and repair them before they mislead. This page tracks what is built, what is measured, and what is still pending, and is updated as the work moves.

Read in full here:

Where Next?

Popular Ai topics Top

AstonJ
Well done DeepMind… wonder what else they’re working on… One of biology’s biggest mysteries has been solved using artificial intelligen...
New
First poster: CommunityNews
Chat-bots are amazing these days! About a month ago LaMDA made the news when it apparently convinced an engineer at Google that it was se...
New
First poster: bot
Adept’s ACT-1 has learned how to automate complex UI tasks in web apps using an AI model.
New
First poster: bot
You can’t solve AI security problems with more AI. One of the most common proposed solutions to prompt injection attacks (where an AI la...
New
First poster: ozornin
They are among 400 artists appealing to Sir Keir Starmer, saying creative industries are threatened.
New
First poster: mercyf
It replicates your development environment and takes up to 30 minutes per task.
New
CommunityNews
Netflix said it used generative AI for the first time for a scene in an Argentinean show called “El Eternauta.”
New
New
CommunityNews
OpenPCC is an open-source framework for provably private AI inference, inspired by Apple’s Private Cloud Compute but fully open, auditabl...
New
First poster: jss
Fuck you people. Raping the planet, spending trillions on toxic, unrecyclable equipment while blowing up society, yet taking the time to ...
New

Other popular topics Top

PragmaticBookshelf
Brace yourself for a fun challenge: build a photorealistic 3D renderer from scratch! In just a couple of weeks, build a ray tracer that r...
New
AstonJ
I ended up cancelling my Moonlander order as I think it’s just going to be a bit too bulky for me. I think the Planck and the Preonic (o...
New
Exadra37
I am asking for any distro that only has the bare-bones to be able to get a shell in the server and then just install the packages as we ...
New
PragmaticBookshelf
Learn different ways of writing concurrent code in Elixir and increase your application's performance, without sacrificing scalability or...
New
AstonJ
If you want a quick and easy way to block any website on your Mac using Little Snitch simply… File > New Rule: And select Deny, O...
New
New
PragmaticBookshelf
Build modern server-driven web applications using htmx. Whatever programming language you use, you’ll write less (and cleaner) code. ...
New
AstonJ
Curious what kind of results others are getting, I think actually prefer the 7B model to the 32B model, not only is it faster but the qua...
New
PragmaticBookshelf
Quickly turn complex problems into simple, working solutions using functional programming, safe concurrency, and the expressive tools of ...
New
pragdave
Build robust LLM-powered apps, chatbots, and agents while mastering AI engineering principles that will help you outlast the tools and th...
New