diff --git a/data/projects/private-proof-delegation.ts b/data/projects/private-proof-delegation.ts
index 1e8d471..4300713 100644
--- a/data/projects/private-proof-delegation.ts
+++ b/data/projects/private-proof-delegation.ts
@@ -32,7 +32,7 @@ Ultimately, the project seeks to identify viable building blocks for a future wh
 - **Stage:** MVP Development
 - **Status:** Active
 - **Team Lead:** Takamichi Tsutsumi
-- **Team Members:** Wanseob Lim, Shouki Tsuda
+- **Team Members:** Shouki Tsuda
 - **Collaborators:** Keewoo
 
 ## Technical Approach
@@ -47,7 +47,7 @@ The team maintains a strong focus on publishing intermediate findings to guide t
 
 ## Milestones
 
-- **Milestone 1:** TEE-based proving benchmark & write-up (in progress, due June 2025)
+- **Milestone 1:** TEE-based proving benchmark & write-up ([completed](https://pse.dev/en/blog/tee-based-ppd))
 - **Milestone 2:** Literature review and design space mapping for FHE-based delegated proving
 - **Milestone 3 (planned):** Experimental implementation of FHE-friendly proving system (Q3–Q4 2025)
 
@@ -61,7 +61,7 @@ Private Delegated Proving has potential to reshape the user experience and archi
 
 ## Publications
 
-No publications yet, but the team plans to share regular updates and design notes via blog posts, research forums, and talks (e.g. Devconnect).
+- TEE-based proving benchmark & write-up ([completed](https://pse.dev/en/blog/tee-based-ppd))
 
 ## Resources
 
@@ -71,7 +71,6 @@ No publications yet, but the team plans to share regular updates and design note
 ## Contact
 
 - **Takamichi Tsutsumi:** [tkmct@pse.dev](mailto:tkmct@pse.dev)
-- **Wanseob Lim:** [wanseob@pse.dev](mailto:wanseob@pse.dev)
 - **Join the conversation:** on [PSE Discord](https://discord.com/invite/sF5CT5rzrR)`,
   },
 }