AlphaAvatar

Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems. Built for enterprise, Memori works with the data infrastructure you already run, no rip-and-replace, and deploys across managed cloud, single-tenant cloud, VPC, and on-premises.

https://arxiv.org/abs/2606.28344. The end of web parsing. The beginning of scalable pixel-native search. link: https://pixelrag.ai/

OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density

[ICML'26] SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal