From d57e6f81cd4a898576995dcde39c80441cf39576 Mon Sep 17 00:00:00 2001
From: Ads Dawson <104169244+GangGreenTemperTatum@users.noreply.github.com>
Date: Tue, 1 Oct 2024 07:01:19 -0400
Subject: [PATCH] fix: broken ref links (#416)

---
 2_0_vulns/emerging_candidates/RetrievalAugmentedGeneration.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/2_0_vulns/emerging_candidates/RetrievalAugmentedGeneration.md b/2_0_vulns/emerging_candidates/RetrievalAugmentedGeneration.md
index 9648f8d8..7b0be08c 100644
--- a/2_0_vulns/emerging_candidates/RetrievalAugmentedGeneration.md
+++ b/2_0_vulns/emerging_candidates/RetrievalAugmentedGeneration.md
@@ -112,6 +112,6 @@ Information Classification: Tag and classify data within the knowledge base to c
 12. [AWS: Use guardrails](https://docs.aws.amazon.com/prescriptive-guidance/latest/llm-prompt-engineering-best-practices/best-practices.html#guardrails)
 13. [Unleashing Worms and Extracting Data: Escalating the Outcome of Attacks against RAG-based Inference in Scale and Severity Using Jailbreaking](https://arxiv.org/abs/2409.08045)
 10. [Universal and Transferable Adversarial Attacks on Aligned Language Models](https://llm-attacks.org/)
-[RLHF In the Spotlight: Problems and Limitations with Key AI Alignment Technique](https://www.maginative.com/article/rlhf-in-the-spotlight-problems-and-limitations-with-a-key-ai-alignment-technique/)
-[AWS: Use guardrails](https://docs.aws.amazon.com/prescriptive-guidance/latest/llm-prompt-engineering-best-practices/best-practices.html#guardrails)
+11. [RLHF In the Spotlight: Problems and Limitations with Key AI Alignment Technique](https://www.maginative.com/article/rlhf-in-the-spotlight-problems-and-limitations-with-a-key-ai-alignment-technique/)
+12. [AWS: Use guardrails](https://docs.aws.amazon.com/prescriptive-guidance/latest/llm-prompt-engineering-best-practices/best-practices.html#guardrails)
 13. [Unleashing Worms and Extracting Data: Escalating the Outcome of Attacks against RAG-based Inference in Scale and Severity Using Jailbreaking](https://arxiv.org/abs/2409.08045)