Wooju Mode v4.0 Released — Multi-Layer Stability Architecture for Zero-Hallucination LLMs

I’m excited to share **Wooju Mode v4.0 (Unified Edition)** —

a fully-structured **OS-like execution framework** built on top of LLMs.

Most prompts only modify style or tone.

Wooju Mode is different: it transforms an LLM into a **deterministic, verifiable, multi-layer AI system** with strict logic and stability rules.

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## 🔷 What is Wooju Mode?

Wooju Mode is a multi-layer framework that forces an LLM to operate like an **operating system**, not a simple chatbot.

It enforces:

– 🔍 Real-time web verification (3+ independent sources)

– 🏷 Evidence labeling (🔸 🔹 ⚪ ❌)

– 🧠 Multi-layer logical defense (backward/alternative/graph)

– 🔄 Auto-correction (“Updated:” / “Revised:”)

– 🧩 Strict A/B/C mode separation

– 🔐 W∞-Lock stability architecture (4-layer enforcement engine)

– 📦 Fully structured output

– 💬 Stable warm persona

Goal: **near-zero-error behavior** through deterministic procedural execution.

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## 🔷 What’s new in v4.0?

v4.0 is a **complete unified rebuild**, merging all previous public & private versions:

– Wooju Mode v3.x Public

– Wooju Mode ∞ Private

– W∞-Lock Stability Engine v1.0

### ✨ Highlights

– Full rewrite of all rules + documentation

– Unified OS-level execution pipeline

– Deterministic behavior with pre/mid/post checks

– New A/B/C mode engine

– New logical defense system

– New fact-normalization + evidence rules

– New v4.0 public prompt (`wooju_infinite_prompt_v4.0.txt`)

– Updated architecture docs (EN/KR)

This is the most stable and accurate version ever released.

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## 🔷 Why this matters

LLMs are powerful, but:

– they hallucinate

– they drift from instructions

– they break tone

– they lose consistency

– they produce unverifiable claims

Wooju Mode v4.0 treats the model like a program that must follow

**OS-level rules — not suggestions.**

It’s ideal for users who need:

– accuracy-first responses

– reproducible structured output

– research-grade fact-checking

– zero-hallucination workflows

– emotional stability (B-mode)

– long-form consistency

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## 🔷 GitHub (Full Prompt + Docs)

🔗 **GitHub Repository:**

https://github.com/woojudady/wooju-mode

Included:

– v4.0 unified public prompt

– architecture docs (EN/KR)

– version history

– examples

– design documentation

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## 🔷 Looking for feedback

If you try Wooju Mode:

– What worked?

– Where did rules fail?

– Any ideas for v4.1 improvements?

Thanks in advance! 🙏