diff --git a/_posts/2026-03-16-Benchmarking-Mortgage-Underwriting-Agents.md b/_posts/2026-03-16-Benchmarking-Mortgage-Underwriting-Agents.md
index 18f7aeb..bdc7991 100644
--- a/_posts/2026-03-16-Benchmarking-Mortgage-Underwriting-Agents.md
+++ b/_posts/2026-03-16-Benchmarking-Mortgage-Underwriting-Agents.md
@@ -133,7 +133,7 @@ Where `answer_instruction` is one of
 
 # Results & Discussion
 
-![F1 accuracy for SOLO-v2-beta, SOLO (Claude 4.5 backend) and Baseline Claude 4.5](/files/images/posts/benchmarking-mortgage-underwriting-agents/image.png)
+![F1 accuracy for SOLO-v2-beta, SOLO (Claude 4.5 backend) and Baseline Claude 4.5](/files/images/blog/benchmarking-mortgage-underwriting-agents/image.png)
 
 F1 accuracy for SOLO-v2-beta, SOLO (Claude 4.5 backend) and Baseline Claude 4.5
 
@@ -143,7 +143,7 @@ We also observe uniformly strong performance by SOLO-v2-beta (89%) compared to C
 
 Although strong, we note a systemic bias in SOLO-v2-beta where it tends to omit transactions.
 
-![SOLO-v2-beta failure modes. From top-right counterclockwise: answer is missing at least one transaction; answer is missing at least one transaction and includes at least one irrelevant transaction; answer contains at least one relevant transaction; boolean question is answered incorrectly.](/files/images/posts/benchmarking-mortgage-underwriting-agents/chart_(3).png)
+![SOLO-v2-beta failure modes. From top-right counterclockwise: answer is missing at least one transaction; answer is missing at least one transaction and includes at least one irrelevant transaction; answer contains at least one relevant transaction; boolean question is answered incorrectly.](/files/images/blog/benchmarking-mortgage-underwriting-agents/chart_(3).png)
 
 SOLO-v2-beta failure modes. From top-right counterclockwise: answer is missing at least one transaction; answer is missing at least one transaction and includes at least one irrelevant transaction; answer contains at least one relevant transaction; boolean question is answered incorrectly.
 
diff --git a/files/images/posts/benchmarking-mortgage-underwriting-agents/chart_(3).png b/files/images/posts/benchmarking-mortgage-underwriting-agents/chart_(3).png
deleted file mode 100644
index 2f1703d..0000000
Binary files a/files/images/posts/benchmarking-mortgage-underwriting-agents/chart_(3).png and /dev/null differ
diff --git a/files/images/posts/benchmarking-mortgage-underwriting-agents/image.png b/files/images/posts/benchmarking-mortgage-underwriting-agents/image.png
deleted file mode 100644
index 6047a10..0000000
Binary files a/files/images/posts/benchmarking-mortgage-underwriting-agents/image.png and /dev/null differ