fix: cursor format

Author: daryakaviani

_posts/2025-01-26-Cursive Consumer Private Overlap.md

@@ -1,10 +1,10 @@
 ---
 title: Cursive Consumer Private Overlap
 date: 2025-01-26 12:00:00 -0800
-categories: [Consumer] [Human connection]
+categories: [Consumer, Human Connection]
 toc: true
 image:
-    path: https://i.imgur.com/wK895JJ.gif
+    path: /assets/img/cursive.gif
 author: vivek
 ---
 
@@ -14,14 +14,14 @@ The initial demos used a combination of MPC and FHE implemented in https://githu
 
 The next demo used another combination of MPC and FHE implemented in https://github.com/cursive-team/pz-hiring. It uses non-interactive multi-party FHEW using the [Phantom-zone](https://github.com/gausslabs/phantom-zone) VM, which enabled more complex overlap logic. Specifically it privately checks if a candidate's salary requirements are below a recruiter's salary budget, detecting compatibility without revealing other information.
 
-The final demo used a simple scheme involving computing a HMAC of the data label alongside a shared secret generated with ECDH. This serves as a PRF for the data. The HMACs for a pair Alice and Bob would be stored on a server, and a server would be trusted to check which HMACs overlap without colluding with either party to break the other party's privacy. This was implemented in https://github.com/cursive-team/connections.
+The final demo used a simple scheme involving computing a HMAC of the data label alongside a shared secret generated with ECDH. This serves as a PRF for the data. The HMACs for a pair Alice and Bob would be stored on a server, and a server would be trusted to check which HMACs overlap without colluding with either party to break the other party's privacy. This was implemented in [https://github.com/cursive-team/connections](https://github.com/cursive-team/connections).
 
 ### Code
 
-- Private set intersection over bitvetors: https://github.com/RiverRuby/2P-PSI
-- Private hiring matcher: https://github.com/cursive-team/pz-hiring
-- HMAC / PRF: https://github.com/cursive-team/connections
+- [Private set intersection over bitvectors](https://github.com/RiverRuby/2P-PSI)
+- [Private hiring matcher](https://github.com/cursive-team/pz-hiring)
+- [HMAC / PRF implementation](https://github.com/cursive-team/connections)
 
 ### Presentation
 
-- Digital pheromones (a larger concept beyond just private overlap): https://app.devcon.org/schedule/LMCG3V
+- [Digital pheromones](https://app.devcon.org/schedule/LMCG3V) (a larger concept beyond just private overlap)