# More accurate than GPT-4: How Snyk's CodeReduce improved the performance of other LLMs

DevFeed: [More accurate than GPT-4: How Snyk's CodeReduce improved the performance of other LLMs](<https://devfeed.tech/articles/more-accurate-than-gpt-4-how-snyk-s-codereduce-improved-the-performance-of-other-llms-7883.md>)

Original publisher: [Read original article](<https://snyk.io/blog/deepcode-ai-vulnerability-autofixing/>)

Author: Eric Fernandez

Published: 2024-05-07T05:00:00Z

Content type: article

Language: en

Sources: [Blog RSS Feed | Snyk](<https://devfeed.tech/sources/blog-rss-feed-snyk.md>)

Topics: [AI Chat](<https://devfeed.tech/topics/ai-chat.md>)

Tags: [acquisition](<https://devfeed.tech/tags/acquisition.md>), [ai](<https://devfeed.tech/tags/ai.md>), [blog](<https://devfeed.tech/tags/blog.md>), [code](<https://devfeed.tech/tags/code.md>), [code-security](<https://devfeed.tech/tags/code-security.md>), [convert-paid](<https://devfeed.tech/tags/convert-paid.md>), [cybersecurity](<https://devfeed.tech/tags/cybersecurity.md>), [devops](<https://devfeed.tech/tags/devops.md>), [executive](<https://devfeed.tech/tags/executive.md>), [gpt](<https://devfeed.tech/tags/gpt.md>), [interest](<https://devfeed.tech/tags/interest.md>), [llms](<https://devfeed.tech/tags/llms.md>), [performance](<https://devfeed.tech/tags/performance.md>), [pmm](<https://devfeed.tech/tags/pmm.md>), [research](<https://devfeed.tech/tags/research.md>), [security](<https://devfeed.tech/tags/security.md>), [snyk-apprisk](<https://devfeed.tech/tags/snyk-apprisk.md>), [snyk-code](<https://devfeed.tech/tags/snyk-code.md>), [vulnerability](<https://devfeed.tech/tags/vulnerability.md>)

## AI overview

Snyk describes CodeReduce and a curated security-fix dataset as components of Snyk Agent Fix, a beta capability for automatically fixing security issues identified by Snyk Code. The article frames these techniques as ways to improve LLM-based security remediation.

## Source excerpt

Fixing security issues is complex, so to learn more about how we do this, we will deep-dive into the research paper that explains the star ingredients behind Snyk Agent Fix - CodeReduce technology and our curated security fix dataset.