diff --git a/I_am_not_lizardman/README.md b/I_am_not_lizardman/README.md
index 4699f230..b11039e8 100644
--- a/I_am_not_lizardman/README.md
+++ b/I_am_not_lizardman/README.md
@@ -23,7 +23,7 @@ This repo includes **8+1 groundbreaking papers** evaluated by SciSpace AI and or
 | **Semantic BioEnergy: Plants vs. Einstein**     | 94    | [📥 Download](https://github.com/onestardao/WFGY/blob/main/I_am_not_lizardman/papers/Semantic_BioEnergy_Plants_vs_Einstein_v1.0_PSBigBig_Public.pdf) | ![](scispace_reviews/SciSpace_Endorsement_SemanticBioEnergy_PSBigBig_Score94.png)         |
 | **Semantic Collapse in Quantum Measurement**    | 94    | [📥 Download](https://github.com/onestardao/WFGY/blob/main/I_am_not_lizardman/papers/Semantic_Field_Induced_Objective_Collapse_v1.0_PSBigBig_Public.pdf) | ![](scispace_reviews/SciSpace_Endorsement_SemanticCollapse_PSBigBig_Score94.png)          |
 | **Semantic Field–Mediated Fifth Force**         | 93    | [📥 Download](https://github.com/onestardao/WFGY/blob/main/I_am_not_lizardman/papers/Semantic_Field_Fifth_Force_v1.0_PSBigBig_Public.pdf) | ![](scispace_reviews/SciSpace_Endorsement_SemanticFifthForce_PSBigBig_Score93.png)        |
-| **Semantic Entropy under Landauer's Principle** | 94    | [📥 Download](https://github.com/onestardao/WFGY/blob/main/I_am_not_lizardman/papers/BERT-Based_Semantic_Entropy_under_Landauer%27s_Principle_v1.0_PSBigBig_Public.pdf) | ![](scispace_reviews/SciSpace_Endorsement_SemanticEntropy_PSBigBig_Score94.png)           |
+| **Semantic Entropy under Landauer's Principle** | 94    | [📥 Download](https://github.com/onestardao/WFGY/blob/main/I_am_not_lizardman/papers/BERT-Based_Semantic_Entropy_under_Landauer’s_Principle_v1.0_PSBigBig_Public.pdf) | ![](scispace_reviews/SciSpace_Endorsement_SemanticEntropy_PSBigBig_Score94.png)           |
 | **Semantic Holography & Causal Fields**         | 94    | [📥 Download](https://github.com/onestardao/WFGY/blob/main/I_am_not_lizardman/papers/Semantic_Holography_CausalFields_v1.0_PSBigBig_Public.pdf) | ![](scispace_reviews/SciSpace_Endorsement_SemanticHolography_PSBigBig_Score94.png)        |
 | **Trinity of Light Hypothesis**                 | 91    | [📥 Download](https://github.com/onestardao/WFGY/blob/main/I_am_not_lizardman/papers/TrinityOfLight_Hypothesis_v1.0_PSBigBig_Public.pdf) | ![](scispace_reviews/SciSpace_Endorsement_TrinityOfLight_PSBigBig_Score91.png)            |
 | **Asymmetric Self-Consistency Hypothesis**      | 93    | [📥 Download](https://github.com/onestardao/WFGY/blob/main/I_am_not_lizardman/papers/Asymmetric_SelfConsistency_AI_Verification_v1.0_PSBigBig_Public.pdf) | ![](scispace_reviews/SciSpace_Endorsement_AsymmetricSelfConsistency_PSBigBig_Score93.png) |