diff --git a/src/cryptographic-practices/pseudo-random-generators.md b/src/cryptographic-practices/pseudo-random-generators.md
index 165bd71..4434be5 100644
--- a/src/cryptographic-practices/pseudo-random-generators.md
+++ b/src/cryptographic-practices/pseudo-random-generators.md
@@ -9,46 +9,15 @@ let's discuss "random numbers".
 
 Cryptography relies on some randomness, but for the sake of correctness, what
 most programming languages provide out-of-the-box is a pseudo-random number
-generator: for example, [Go's math/rand][1] is not an exception.
+generator: for example, [Go's math/rand/v2][1] is not an exception. Note that 
+the older `math/rand` is not either a cryptographically secure number generator.
 
-You should carefully read the documentation when it states that "_Top-level
-functions, such as Float64 and Int, use a default shared Source that produces a
-**deterministic sequence** of values each time a program is run._" ([source][2])
+You should carefully read the documentation when it states that "_This package's 
+outputs might be easily predictable regardless of how it's seeded_" ([source][2]). 
+The `math/rand/v2` package's random values are not as random as values provided 
+by `crypto/rand` ([source][3]).
 
-What exactly does that mean? Let's see:
-
-```go
-package main
-
-import "fmt"
-import "math/rand"
-
-func main() {
-    fmt.Println("Random Number: ", rand.Intn(1984))
-}
-```
-
-Running this program several times will lead exactly to the same
-number/sequence, but why?
-
-```bash
-$ for i in {1..5}; do go run rand.go; done
-Random Number:  1825
-Random Number:  1825
-Random Number:  1825
-Random Number:  1825
-Random Number:  1825
-```
-
-Because [Go's math/rand][1] is a deterministic pseudo-random number generator.
-Similar to many others, it uses a source, called a Seed. This Seed is **solely**
-responsible for the randomness of the deterministic pseudo-random number
-generator. If it is known or predictable, the same will happen to generated
-number sequence.
-
-We could "fix" this example quite easily by using the
-[math/rand Seed function][3], getting the expected five different values for
-each program execution. But because we're on Cryptographic Practices section, we
+But because we're on Cryptographic Practices section, we
 should follow to [Go's crypto/rand package][4].
 
 ```go
@@ -68,10 +37,10 @@ func main() {
 }
 ```
 
-You may notice that running [crypto/rand][4] is slower than [math/rand][1], but
+You may notice that running [crypto/rand][4] is slower than [math/rand/v2][1], but
 this is expected since the fastest algorithm isn't always the safest. Crypto's
 rand is also safer to implement. An example of this is the fact that you
-_CANNOT_ seed crypto/rand, since the library uses OS-randomness for this,
+_CANNOT_ seed `crypto/rand`, since the library uses OS-randomness for this,
 preventing developer misuse.
 
 ```bash
@@ -85,12 +54,13 @@ Random Number: 1378
 
 If you're curious about how this can be exploited just think what happens if
 your application creates a default password on user signup, by computing the
-hash of a pseudo-random number generated with [Go's math/rand][1], as shown in
-the first example.
+hash of a pseudo-random number generated with the [Go's math/rand][5] package's
+now deprecated Seed function.
 
 Yes, you guessed it, you would be able to predict the user's password!
 
-[1]: https://golang.org/pkg/math/rand/
-[2]: https://golang.org/pkg/math/rand/#pkg-overview
-[3]: https://golang.org/pkg/math/rand/#Seed
+[1]: https://pkg.go.dev/math/rand/v2
+[2]: https://pkg.go.dev/math/rand/v2#pkg-overview
+[3]: https://go.dev/blog/chacha8rand
 [4]: https://golang.org/pkg/crypto/rand/
+[5]: https://pkg.go.dev/math/rand