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llm-code-limitations · zhang2025fft

Revision 3a8c2a25-56f4-41c7-98ec-e24b355e667e · 3/30/2026, 9:37:13 AM UTC
Citation
zhang2025fft
Claim ID
llm-code-limitations
Assertion
LLM-generated scientific code may be syntactically valid but fall short of the correctness and performance standards required for complex scientific kernels, where numerical stability, domain-specific optimizations, and precise floating-point arithmetic are critical.
Quote
Although LLM-generated code may be syntactically valid, it often falls short of meeting the rigorous correctness and performance standards required for complex scientific kernels.
Quote language
en
Locator
section: Section 1: Introduction
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