From 8db9ea21f2d77b3423b04fa0738a2977f2d81f05 Mon Sep 17 00:00:00 2001
From: Tobias Eidelpes <tobias@eidelpes.info>
Date: Thu, 16 Dec 2021 21:15:35 +0100
Subject: [PATCH] Start Explainability section

---
 trustworthy-ai.tex | 7 +++++++
 1 file changed, 7 insertions(+)

diff --git a/trustworthy-ai.tex b/trustworthy-ai.tex
index cb4fd8f..b74d5d4 100644
--- a/trustworthy-ai.tex
+++ b/trustworthy-ai.tex
@@ -326,6 +326,13 @@ suffer.
 
 \subsection{Explainability}
 
+Recent advances in artificial intelligence can mostly be attributed to an
+ever-increasing model complexity, made possible by massive deep neural networks
+(DNNs) and other similarly complex architectures. Due to their size models are
+treated as black-boxes with no apparent way to know how a particular prediction
+came to be. This lack of explainability disallows humans to trust artificial
+intelligence systems especially in critical areas such as medicine.
+
 \subsection{Privacy}
 
 \subsection{Accountability and Auditability}