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yuer

Yuer — Independent AI Systems Architect Building the Expression-Driven Cognitive Architecture (EDCA OS): a deterministic, auditable execution layer for LLMs. Focused on: deterministic RAG & reproduc

Joined on Nov 20, 2025 lipxtk@gmail.com

yuer

Dec 9

You Don’t Need RAG to Build a Domain Sentiment Engine — A Single LLM + JSON Works

#ai #machinelearning #llm #nlp

2 min read

yuer

Dec 9

A RAG-Free Technique That Makes LLM Outputs Stable, Predictable, and Auditable

#rag #llm #architecture #ai

2 min read

yuer

Dec 8

I Turned ChatGPT Web Into a Controllable Risk Engine — No Code, No API, No RAG

3 min read

yuer

Dec 7

Turning ChatGPT into a Deterministic Flight-Risk Runtime (FRR Demo + GitHub Repo)

2 min read

yuer

Nov 20

Why RAG and Agent Systems Are Unstable — A Minimal Deterministic Planner POC

#agents #rag #architecture #llm

2 min read

yuer

Nov 20

Fixing Identity Drift in AI Image Generation with a Deterministic Constraint Layer (Minimal PoC Inside)

#algorithms #ai #deeplearning #machinelearning

2 min read

yuer

Nov 20

Deterministic RAG: A Drop-in Replacement for GraphRAG’s Unstable Planning

#architecture #llm #rag

3 min read

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