diff --git a/README.md b/README.md
index 75f6995..b0a1a49 100644
--- a/README.md
+++ b/README.md
@@ -335,6 +335,7 @@ Vibe coding / agentic workflows result in poorer code quality, and relaxed overs
 * [How I Dropped Our Production Database and Now Pay 10% More for AWS](http://archive.today/2026.03.06-144058/https://alexeyondata.substack.com/p/how-i-dropped-our-production-database)
 * [Claude Tested Everything Except the One Thing That Mattered (Ai agent refuses to follow explicit instructions to test `createPost()` in increasingly erratic ways)](http://archive.today/2026.03.09-201135/https://christophermeiklejohn.com/ai/claude/2026/03/08/claude-tested-everything-except-the-one-thing-that-mattered.html)
 * [Amazon calls engineers for a “deep dive” internal meeting to discuss “GenAI”-related outages](https://ghostarchive.org/archive/3TfgF)
+* GitClear has released reports in [2024](https://www.gitclear.com/coding_on_copilot_data_shows_ais_downward_pressure_on_code_quality) and [2025](https://www.gitclear.com/ai_assistant_code_quality_2025_research) indicating a worsening of key code quality metrics correlating with increased LLM adoption.
 
 ### Infosec risks
 
@@ -342,8 +343,10 @@ This also often results in massive security holes.
 
 * [Meta Security Researcher's AI Agent Accidentally Deleted Her Emails](http://archive.today/2026.02.26-153034/https://www.pcmag.com/news/meta-security-researchers-openclaw-ai-agent-accidentally-deleted-her-emails)
 * [Moltbook’s ‘vibe-coded’ breach is the future of security failures](https://thehill.com/opinion/cybersecurity/5744310-ai-powered-security-risks/)
+* [In a study evalulating over 500k code samples, LLM-generated code was found to contain more high-risk security vulnerabilities than human-generated code](https://arxiv.org/abs/2508.21634)
+* [LLMs make up package names, making them vulnerable to incorporating malicious code in "slopsquatting" attacks](https://www.theregister.com/2025/04/12/ai_code_suggestions_sabotage_supply_chain/) ([Arxiv study](https://arxiv.org/abs/2406.10279))
 
-## Healthy and Safety
+## Health and Safety
 
 There's been a number of high profile incidents that have resulted in endangerment or death. Here's some examples: