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AI code migration tools copy original bugs when converting legacy COBOL to Java. This article analyzes behavioral equivalence challenges, COBOL-Java semantic gaps, and human-AI collaboration best practices.

Exploring IBM's perspective on AI curbing software engineering knowledge decay, analyzing AI's role in code comprehension, decision recording, and knowledge retrieval, plus how enterprises can build the right habits around AI.
Industry InsightsFerrari partners with IBM to use AI for real-time F1 race data processing and personalized content delivery, converting casual viewers into deeply engaged superfans.
Product ReviewsIBM releases open-source Granite 4.1 models. Unsloth provides 21 GGUF quantized versions. Simon Willison's pelican SVG test reveals quantization level has minimal impact on 3B model output quality.