diff --git a/subjects/ai/nlp-spacy/README.md b/subjects/ai/nlp-spacy/README.md
index 76ee893f3..8af36ce59 100644
--- a/subjects/ai/nlp-spacy/README.md
+++ b/subjects/ai/nlp-spacy/README.md
@@ -84,7 +84,7 @@ The goal of this exercise is to learn to tokenize a document using `spaCy`. We d
 
 The goal of this exercise is to learn to use `spaCy` embedding on a document.
 
-1. Compute the embedding of all the words in this sentence. The language model considered is `en_core_web_md`
+1. Compute the embedding of all the words in this sentence. The language model considered is `en_core_web_md` version 3.4.1.
 
 ```
 "laptop computer coffee tea water liquid dog cat kitty"
diff --git a/subjects/ai/nlp-spacy/audit/README.md b/subjects/ai/nlp-spacy/audit/README.md
index 1a5edaf27..2ce3b3196 100644
--- a/subjects/ai/nlp-spacy/audit/README.md
+++ b/subjects/ai/nlp-spacy/audit/README.md
@@ -48,14 +48,10 @@
 
 ##### The exercise is validated if all questions of the exercise are validated
 
-###### For question 1, have the embeddings of each word a shape of `(300,)` and are the first 20 values of the embedding of laptop the following?
+###### For question 1, have the embeddings of each word a shape of `(300,)` and is the sum of the first 20 values of the embedding of laptop the following?
 
 ```
-array([-0.37639 , -0.075521,  0.4908  ,  0.19863 , -0.11088 , -0.076145,
-    -0.30367 , -0.69663 ,  0.87048 ,  0.54388 ,  0.42523 ,  0.18045 ,
-    -0.4358  , -0.32606 , -0.70702 , -0.069127, -0.42674 ,  2.4147  ,
-        0.26806 ,  0.46584 ], dtype=float32)
-
+5.710388
 ```
 
 ###### For question 2, is the output the following?