Can chatbots craft correct code?
blog.trailofbits.com | blog | #ai-security | #ai-safety | #llm | #formal-verification | #code-generation | #program-analysis | #determinism
Summary
Unlike compilers, LLMs lack determinism and semantic guarantees, making them useful coding assistants but unreliable for autonomous code generation without human review and formal verification.
- Published
- Collected
--- id: 1309 title: "Can chatbots craft correct code?" source_domain: blog.trailofbits.com source_url: "https://blog.trailofbits.com/2025/12/19/can-chatbots-craft-correct-code/" published_at: "2025-12-19 12:00" tags: ["ai-security", "ai-safety", "llm", "formal-verification", "code-generation", "program-analysis", "determinism"] phying_url: "https://phying.com/item/1309" lang: en --- # Can chatbots craft correct code? ## Summary Unlike compilers, LLMs lack determinism and semantic guarantees, making them useful coding assistants but unreliable for autonomous code generation without human review and formal verification. ## Intelligence Metadata - **Sources:** blog.trailofbits.com - **Published:** 2025-12-19 12:00 - **Original:** https://blog.trailofbits.com/2025/12/19/can-chatbots-craft-correct-code/ - **Phying News:** https://phying.com/item/1309