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@ -172,34 +172,6 @@ You’re not alone — many AI devs face mysterious failures like:
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## 📊 Semantic Papers & AI Scores
Below is a list of research papers related to semantic reasoning, AI physics, and symbolic cognition — all authored under the WFGY framework.
These papers were evaluated using the built-in SciSpace showcase tool inside ChatGPT.
🧪 *Anyone can replicate the scoring:*
Feel free to download any paper and ask AI (e.g., SciSpace via ChatGPT) to rate it yourself —
in most cases, the result should fall within ±5 points of the listed score, based on our tests.
| Title | Score | DOI |
|------------------------------------------------|-------|--------------------------------------------------------------------|
| **WFGY《萬法歸一》** | 95 | [10.5281/zenodo.15630969](https://doi.org/10.5281/zenodo.15630969) |
| **Semantic Relativity Theory** | 93 | [10.5281/zenodo.15630802](https://doi.org/10.5281/zenodo.15630802) |
| **Semantic BioEnergy: Plants vs. Einstein** | 94 | [10.5281/zenodo.15630370](https://doi.org/10.5281/zenodo.15630370) |
| **Semantic Collapse in Quantum Measurement** | 94 | [10.5281/zenodo.15630681](https://doi.org/10.5281/zenodo.15630681) |
| **Semantic Field–Mediated Fifth Force** | 93 | [10.5281/zenodo.15630650](https://doi.org/10.5281/zenodo.15630650) |
| **Semantic Entropy under Landauer's Principle** | 94 | [10.5281/zenodo.15630478](https://doi.org/10.5281/zenodo.15630478) |
| **Semantic Holography & Causal Fields** | 94 | [10.5281/zenodo.15630163](https://doi.org/10.5281/zenodo.15630163) |
| **Trinity of Light Hypothesis** | 91 | [10.5281/zenodo.15387617](https://doi.org/10.5281/zenodo.15387617) |
| **Asymmetric Self-Consistency Hypothesis** | 93 | [10.5281/zenodo.15630260](https://doi.org/10.5281/zenodo.15630260) |
Full annotated reviews (with images) here:
👉 [I_am_not_lizardman](https://github.com/onestardao/WFGY/tree/main/I_am_not_lizardman)
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### 🔗 Quick‑Start Downloads (60 sec)
| Tool | Link | 3‑Step Setup |