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diff --git a/2025/talks.csv b/2025/talks.csv
index 5df3cb2..0ef5a2c 100644
--- a/2025/talks.csv
+++ b/2025/talks.csv
@@ -4,7 +4,7 @@ Agentic Cyber Defense with,External Threat Intelligence,,,Jyoti Yadav,,67615,sps
 Docling:,Get your documents ready,for generative AI,,Peter Staar,,67710,sps25-67710-docling-get-your-documents-ready-for-generative-ai
 AI Coding Agents and,how to code them,,,Alex Shershebnev,,68685,sps25-68685-ai-coding-agents-and-how-to-code-them
 "Why you,","as a Python developer,",should learn Rust,,Daniel Szoke,,69307,sps25-69307-why-you-as-a-python-developer-should-learn-rust
-Anonymization of,sensitive information,in financial document,,Piotr Gryko,,69348,sps25-69348-anonymization-of-sensitive-information-in-financial-document
+Anonymization of,sensitive information,in financial documents,,Piotr Gryko,,69348,sps25-69348-anonymization-of-sensitive-information-in-financial-document
 When Close Enough,is Good Enough,,,Tim Head,,71289,sps25-71289-when-close-enough-is-good-enough
 AI-Powered Software Testing,with Multi-Agent Systems,,,Koti Vellanki,Sneha Mavuri,71866,sps25-71866-ai-powered-software-testing-with-multi-agent-systems
 Machine learning for,Swiss democracy,,,Vita Midori,,72088,sps25-72088-machine-learning-for-swiss-democracy