DeMoP: A Language-Model-Guided Mixture-of-Experts Framework for Cancer Prognosis

Qwen3.8-Flash-Next

Qwen3.8-Flash-Next Another open weights model from Qwen. This one is "a multimodal MoE model that also serves as an early preview of the architecture used in Qwen4".

2026-08-26 ·simonwillison.net

Why Your AI Agent Doesn't Have a Reasoning Problem—It Has a Memory Problem: A Practical Guide to Production-Grade Agent State

Originally published on tamiz.pro . You've spent weeks tuning your system prompt. You've tried chain-of-thought, ReAct, and tree-of-thought prompting.

• AI agents struggle with memory issues, not reasoning problems
• Multi-turn conversations, tools, and incremental info cause context loss
• Production-grade agents need four-layer memory architecture

2026-08-27 ·dev.to

Agent-to-Agent Discovery in SMESH: Why Coordination Isn't Enough Without Runtime Introductions

You can build a working agent mesh with QUIC transport, encrypted messaging, and decentralized coordination. Five processes can reinforce independent conclusions and let unsupported signals decay.

2026-08-27 ·dev.to