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BOUND slashes package hallucination rates by nearly 80%, safeguarding LLM-assisted software development from potential supply chain attacks.
IntentTester achieves an 85% correctness rate in migrating unit tests across libraries and languages, revealing hidden defects that traditional methods miss.
Turns out, users are more worried about LLM access and deployment than just generation quality.
LLMs' code fixes often break what wasn't broken, but a new training scheme that rewards minimal edits can boost repair precision by 31%.