Merge pull request #143 from xstoicunicornx/2508

swaps out labitbu link and fixes small formatting things

Author: kevkevinpal

_posts/2025-08-14-socratic-seminar-68.md

@@ -52,14 +52,14 @@ hope to get into the upcoming 30.0 release as well as backported to previous ver
 
 This is a formalized BIP for Utreexo nodes
 
-[Mailing list Post](https://groups.google.com/g/bitcoindev/c/W1lxBraKG_E)
+[Mailing list Post](https://groups.google.com/g/bitcoindev/c/W1lxBraKG_E)  
 [BIP Link](https://github.com/utreexo/biptreexo)
 
 ## Compact Block Reconstruction
 
 Review concerns on compact block reconstruction rates raised by [0xB10C](https://delvingbitcoin.org/t/stats-on-compact-block-reconstructions/1052) reviewing the data they have collected from their work monitoring the health of the bitcoin p2p network.
 
-[[Delving] Stats on compact block reconstruction](https://delvingbitcoin.org/t/stats-on-compact-block-reconstructions/1052)
+[[Delving] Stats on compact block reconstruction](https://delvingbitcoin.org/t/stats-on-compact-block-reconstructions/1052)  
 [Compact Block Reconstruction Walkthrough](https://github.com/xstoicunicornx/bitdevs/tree/master/2408-compact_block_reconstruction_rates)
 
 ## Nostr Oracles with CSFS
@@ -70,15 +70,15 @@ Demo on Mutiny Signet showing how CSFS would enable being able to trivially use
 
 ## Labitbus - JPEGs in the control block
 
-What started as a humble effort to troll those who filter inscriptions has turned into the labitbu craze that you might be trying to ignore on twitter. Labitbu is an jpeg of a 'labubu' that gets stored in the taproot control block - which means it doesn't get filtered by the existing inscription filters employed by node implementations like Knots. While it isn't technically an inscription, it does follow ordinal theory in the same way inscriptions do.
+What started as a humble plebfi hackathon project to troll those who filter inscriptions has turned into the labitbu craze that you might be trying to ignore on twitter. Labitbu is an jpeg of a 'labubu' that gets stored in the taproot control block - which means it doesn't get filtered by the existing inscription filters employed by node implementations like Knots. While it isn't technically an inscription, it does follow ordinal theory in the same way inscriptions do.
 
 While currently only labitbu's are using this method of storing arbitrary data, any arbitrary data use case can employ this method, though it must be less than 4kb in size. It will be interesting to see if Knots can find a heuristic to use to identify and filter these (but I don't think they can without false positives).
 
 (also sorry you're wayyy to late to mint a Labitbu of your own)
 
-[labitbu craze is getting out of hand](https://x.com/mononautical/status/1951683985957851367)
-[Awesome Labitbu Resources](https://github.com/rot13maxi/awesome-labitbu)
-[Thoughts from "founder" stutxo](https://x.com/stutxo/status/1952220689127121230)
+[labitbu craze is getting out of hand](https://x.com/mononautical/status/1951683985957851367)  
+[Awesome Labitbu Resources](https://github.com/rot13maxi/awesome-labitbu)  
+[labitbu index](https://x.com/mononautical/status/1953656779986125095)
 
 ## Improve TxOrphanage DOS Bounds PR Merged