Archive · · Jun 2026 – Jun 2026 · Updated 09:21 UTC
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W24 1 story · Jun 8–14
MLC demonstrates that line-level bug localization at full-file context can match expensive agentic pipelines in accuracy while cutting inference to a single generated token per file, directly addressing the cost and latency barriers the paper identifies as blocking practical verification of LLM-generated code.