diff --git a/chapters/01_entry_points.md b/chapters/01_entry_points.md
index 869311e..167b7bb 100644
--- a/chapters/01_entry_points.md
+++ b/chapters/01_entry_points.md
@@ -28,9 +28,9 @@ When it comes to contents, the reader is often thought similar to who's writing:
 Whenever too much technical proficiency is required to even read documentation itself, knowledge results inaccesible and confined in the ivory tower. An important detail to notice here is that this is an antipattern that reinforces the segmentation between who is allowed in and who is not: only previously educated ones can access, while others are kept out. Not filtering information becomes a filter to who can engage with it. Contents need to be curated, that does not mean over-simplified or generalized, but rather made legible.
 
 
-![Structured in six columns: system, processing, memory, storage, networking, human interface. Organized with seven depth: from user space interfaces down to virtual, bridges, functional, devices control, hardware interfaces, electronics.](../img/kernel.png "Linux kernel map. Reminds me of the iceberg meme template.")
+![Structured in six columns: system, processing, memory, storage, networking, human interface. Organized with seven depth: from user space interfaces down to virtual, bridges, functional, devices control, hardware interfaces, electronics.](../img/kernel.png "Linux kernel map.")
 
-![On the iceberg tip Ubuntu, Nano, descending toward Manjaro, Fedora, down to Arch, Debian, dwm, Suckless, and in the depth gopher, plan 9, etc.](../img/iceberg.jpg "Linux iceberg meme.")
+![Detail of human interface functions column of the Linux kernel, but in the format of an iceberg meme. An additional layer is added at the very bottom with users: me and you.](../img/iceberg.jpg "Linux kernel iceberg meme. Detail of Human Interface Functions.")
 
 To cultivate legibility is but an easy task, especially when dealing with computer technology: a cards castle of abstractions built on top of other abstractions. These abstractions are more than just metaphors: they are interconnected narrations and entwined plots and main characters at the same time. The purpose of an abstraction is to act as a symbol, as a mentally maneuverable concept, free from its technical implementation details. Yet the piling up of these structures makes for a dense forest with no clear path to follow in sight. Programming is the perfect rabbit hole because of the depth and complexity of each layer that makes up for the digital stack.
 
@@ -75,7 +75,7 @@ _"In this manual, we use he when speaking of the programmer or maintainer, she w
 
 This gendered language comes with an embedded separation of roles.
 
-The GNU and the open-source software development happens with code contributions within communities, and indeed someone submitted a patch to change pronouns in the documentation, proposing a neutral approach to undo the stereotypes, and broaden the people represented by the documentation. But the contribuition was rejected, and the pronouns remains. Eventually a disclaimer was added: that the gendered language is by no mean to say that certain roles are best fit for males, and that the phrasing is just a way of writing more clear instructions.
+Open-source software development happens with code contributions within communities, and indeed someone submitted a patch to change pronouns in the documentation, proposing a neutral approach to undo the stereotypes, and broaden the people represented by the documentation. But the contribuition was rejected, and the pronouns remains. Eventually a disclaimer was added: that the gendered language is by no mean to say that certain roles are best fit for males, and that the phrasing is just a way of writing more clear instructions.
 
 Karaianni reports further discussions in the GNU mailing list, where the proposition is turned down in favour of grammaticaly correct english, and because no need felt for fair representation in a technical object. As argued in _Read The Feminist Manual_, the stubborness against gender neutral language in technical writing is but a pretext for refusing to waiver the priviledge of the male programmer.
 
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