Minor Fixes Image Sizes and Structure

dlt-science · Jan 3, 2024 · cac1968 · cac1968
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diff --git a/blogs/AIB/aib.md b/blogs/AIB/aib.md
@@ -1,6 +1,6 @@
 # The Symbiotic Relationship between Blockchain and Artificial Intelligence
 
-<ins>**Industry Perspective**</ins>
+<ins>**Innovation & Ideation**</ins>
 
 ```{admonition} Key Insights
 :class: tip

diff --git a/blogs/FLASHLOANS/flashloans.md b/blogs/FLASHLOANS/flashloans.md
@@ -1,10 +1,10 @@
-# Flash Loan Attacks in Decentralized Finance: A Comprehensive Review
+# Flash Loan Attacks in Decentralized Finance
 
 <ins>**Industry Perspective**</ins>
 
 ```{admonition} Key Insights
 :class: tip
-- Flash loans, a distinct DeFi feature, offer uncollateralized loans within a single transaction, providing liquidity for various strategies. Flash loan attacks exploit DeFi vulnerabilities, aiming for high profits with minimal risk, resulting in substantial financial losses across multiple DeFi platforms.
+- Flash loans, a distinct DeFi feature, offer uncollateralied loans within a single transaction, providing liquidity for various strategies. Flash loan attacks exploit DeFi vulnerabilities, aiming for high profits with minimal risk, resulting in substantial financial losses across multiple DeFi platforms.
 
 - Attackers use methods like oracle and governance manipulation, front running, and liquidity removal to exploit protocol vulnerabilities.
 

diff --git a/blogs/POSupd/POSupd.md b/blogs/POSupd/POSupd.md
@@ -1,5 +1,5 @@
 
-# Staking and Reward Mechanisms in PoS Protocols
+# Staking and Reward Mechanisms in Proof of Stake Protocols
 
 <ins>**Innovation & Ideation**</ins>
 

diff --git a/blogs/STRUCTURE/industry_3.md b/blogs/STRUCTURE/industry_3.md
@@ -4,25 +4,17 @@
 ::::{grid} 1 2 2 2
 :gutter: 2
 
-:::{grid-item-card} The Symbiotic Relationship between Blockchain and Artificial Intelligence
-:margin: 3 0 0 0
-:link: https://dlt-science.github.io/science-notes/AIB/aib.html
-:link-type: url
-:text-align: center
-:shadow: md
-
-<img src= "https://s.yimg.com/ny/api/res/1.2/SRedXv3Y74r0xYFrT5SHuQ--/YXBwaWQ9aGlnaGxhbmRlcjt3PTY3NjtoPTQ1MA--/https://media.zenfs.com/en-US/homerun/coin_rivet_596/af914adcdd377a5478c675bb9050c0de"  width="350px" height="200px">
-
-:::
-
-:::{grid-item-card} Flash Loan Attacks in Decentralized Finance: A Comprehensive Review
+:::{grid-item-card} Flash Loan Attacks in Decentralized Finance
 :margin: 3 0 0 0
 :link: https://dlt-science.github.io/science-notes/FLASHLOANS/flashloans.html
 :link-type: url
 :text-align: center
 :shadow: md
 
-<img src= "https://thedailyguardian.com/wp-content/uploads/2022/10/baba.jpg" width="350px" height="200px">
+<img src= "https://financialit.net/sites/default/files/flashloansidowhitelist.jpg
+" width="350px" height="200px">
+
+<!-- https://thedailyguardian.com/wp-content/uploads/2022/10/baba.jpg -->
 
 :::
 

diff --git a/blogs/STRUCTURE/innovation_3.md b/blogs/STRUCTURE/innovation_3.md
@@ -4,7 +4,18 @@
 ::::{grid} 1 2 2 2
 :gutter: 2
 
-:::{grid-item-card} Staking and Reward Mechanisms in PoS Protocols
+:::{grid-item-card} The Symbiotic Relationship between Blockchain and Artificial Intelligence
+:margin: 3 0 0 0
+:link: https://dlt-science.github.io/science-notes/AIB/aib.html
+:link-type: url
+:text-align: center
+:shadow: md
+
+<img src= "https://s.yimg.com/ny/api/res/1.2/SRedXv3Y74r0xYFrT5SHuQ--/YXBwaWQ9aGlnaGxhbmRlcjt3PTY3NjtoPTQ1MA--/https://media.zenfs.com/en-US/homerun/coin_rivet_596/af914adcdd377a5478c675bb9050c0de"  width="350px" height="200px">
+
+:::
+
+:::{grid-item-card} Staking and Reward Mechanisms in Proof of Stake Protocols
 :margin: 3 0 0 0
 :link: https://dlt-science.github.io/science-notes/POSupd/POSupd.html
 :link-type: url

diff --git a/blogs/_toc.yml b/blogs/_toc.yml
@@ -15,11 +15,11 @@ parts:
       - file: STRUCTURE/industry_3
         title: Industry Perspective
         sections:
-          - file: AIB/aib
           - file: FLASHLOANS/flashloans
           - file: NetZero/netzero
       - file: STRUCTURE/innovation_3
         sections:
+          - file: AIB/aib
           - file: POSupd/POSupd
   - caption: Q3 2023
     numbered: False