diff --git a/README.md b/README.md
index 312b773..088b04a 100644
--- a/README.md
+++ b/README.md
@@ -18,7 +18,7 @@ Based in [PrefSPEC: Performance Profiling-based Proactive Security Policy Enforc
 __PerfSPEC__ 
 
 >[!IMPORTANT]  
-With `PerfSPEC` [Security Policies](https://en.wikipedia.org/wiki/Security_policy) can be managed / watched in **Proactive** mode by using <u>ranking</u>, <u>learning</u> and <u>profiles</u> for safetiness and performance. 
+With `PerfSPEC` [Security Policies](https://en.wikipedia.org/wiki/Security_policy) can be managed / watched in **Proactive** mode by using <u>ranking</u>, <u>learning</u> and <u>profiles</u> for safetiness, performance and resource costs
 
 It has three phases:
 
diff --git a/about.md b/about.md
index 5e794f0..3d0a1f3 100644
--- a/about.md
+++ b/about.md
@@ -3,13 +3,13 @@ gitea: none
 include_toc: true
 ---
 
-# [PerfSPEC Learning Phase](Readme.md) - ABOUT
+# [PerfSPEC Learning Phase](README.md) - ABOUT
 
 Based in [PrefSPEC: Performance Profiling-based Proactive Security Policy Enforcement for Containers](https://ieeexplore.ieee.org/document/10577533) document presented in [1], this repository contains source files used to generate and process data.
 
-For more [PrefSPEC](Readme.md) info use: 
+For more [PrefSPEC](README.md) info use: 
 
-- [Main description](Readme.md) 
+- [Main description](README.md) 
 - [Introduction](intro.md) 
 - [Reference document](PerfSPEC.pdf)
 - [Presentación in Spanish](presentacion.pdf)
@@ -45,9 +45,9 @@ For more [PrefSPEC](Readme.md) info use:
 - [ ] Try [Rust Machine Learning](https://burn.dev/) as alternative or complement of [Keras](https://keras.io/) / [TensorFlow requiremens](https://www.tensorflow.org/install/pip)
 - [ ] Incorporate other training models and [Large language model][LLM]
 
-## [PerfSPEC](Readme.md)
+## [PerfSPEC](README.md)
 
-- [ ] Borrow some parts to [PerfSPEC Learning Phase](Readme.md) **Ranking** phase in classify and measure resources and performance costs
+- [ ] Borrow some parts to [PerfSPEC Learning Phase](README.md) **Ranking** phase in classify and measure resources and performance costs
 - [ ] Analisys and connection with other parts of [PerfSPEC design and reference](PerfSPEC.pdf) like **Ranking** and **Runtime** phases 
 
 # In Review