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skondla · Jun 22, 2022 · be71989 · be71989
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diff --git a/docs/notebooks/Common_Gotchas_in_JAX.ipynb b/docs/notebooks/Common_Gotchas_in_JAX.ipynb
@@ -19,7 +19,7 @@
    "source": [
     "*levskaya@ mattjj@*\n",
     "\n",
-    "When walking about the countryside of [Italy](https://iaml.it/blog/jax-intro), the people will not hesitate to tell you that __JAX__ has _\"una anima di pura programmazione funzionale\"_.\n",
+    "When walking about the countryside of Italy, the people will not hesitate to tell you that __JAX__ has _\"una anima di pura programmazione funzionale\"_.\n",
     "\n",
     "__JAX__ is a language for __expressing__ and __composing__ __transformations__ of numerical programs. __JAX__ is also able to __compile__ numerical programs for CPU or accelerators (GPU/TPU). \n",
     "JAX works great for many numerical and scientific programs, but __only if they are written with certain constraints__ that we describe below."

diff --git a/docs/notebooks/Common_Gotchas_in_JAX.md b/docs/notebooks/Common_Gotchas_in_JAX.md
@@ -22,7 +22,7 @@ kernelspec:
 
 *levskaya@ mattjj@*
 
-When walking about the countryside of [Italy](https://iaml.it/blog/jax-intro), the people will not hesitate to tell you that __JAX__ has _"una anima di pura programmazione funzionale"_.
+When walking about the countryside of Italy, the people will not hesitate to tell you that __JAX__ has _"una anima di pura programmazione funzionale"_.
 
 __JAX__ is a language for __expressing__ and __composing__ __transformations__ of numerical programs. __JAX__ is also able to __compile__ numerical programs for CPU or accelerators (GPU/TPU). 
 JAX works great for many numerical and scientific programs, but __only if they are written with certain constraints__ that we describe below.