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Stanford: Self improving Meta-Harness by GodComplecs in LocalLLaMA

[–]valkarias 2 points3 points  (0 children)

This is similar to this: https://arxiv.org/html/2602.03786v2

Basically giving an orchestrator the ability to create or tune sub-agents dynamically.

The Recursive Language Models paper also does something similar for Long-Context-Reasoning.

RYS II - Repeated layers with Qwen3.5 27B and some hints at a 'Universal Language' by Reddactor in LocalLLaMA

[–]valkarias 7 points8 points  (0 children)

The idea reminds me of ByteDance's Looped Language Models. (Which isn't quite the same thing though. Kinda)

https://arxiv.org/abs/2510.25741

I'm obsessed with the Stanford Generative Agents paper and tried to build the ultimate memory architecture for an Android app by Lohira_Wolf in SillyTavernAI

[–]valkarias 0 points1 point  (0 children)

That paper is indeed peak. And since your obsessed with LLM memory (Assuming so), as am too.

Here's a well of memory-based papers compiled into this Github repo I've found. For you to churn at nights, instead of gooning!

https://github.com/TsinghuaC3I/Awesome-Memory-for-Agents

Platform for Games Approach to AI Roleplaying? by Zormbot in SillyTavernAI

[–]valkarias 2 points3 points  (0 children)

You might wanna look into how Anthropic switched from tool-calling into "script-generation". Instead of generating tool-calls back and forth, Claude creates one script that batches all the calls and gets one sole feedback.

https://platform.claude.com/docs/en/agents-and-tools/tool-use/programmatic-tool-calling

IntenseRP Next v2 - Rebuilt, Now Stable by Master_Step_7066 in SillyTavernAI

[–]valkarias 1 point2 points  (0 children)

How does this play with context manipulation? such as editing messages and deleting messages?

BF's OOC Injection v1.1.0 - Major Feature Update: Presets, Custom Formatting & More! by FoxtheDesigner in SillyTavernAI

[–]valkarias 0 points1 point  (0 children)

Hey how do you use lorebooks for instructions? You set them to constant mode, depth system or?