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As defined by the Science Based Targets initiative (SBTi), BVCM refers to mitigation action taken outside a company’s own value chain, such as purchasing high-quality carbon credits or investing in emission reduction projects elsewhere.
2. Beyond Value Chain Mitigation (BVCM): Corporate Climate Action Beyond
As Large Language Models (LLMs) proliferate, traditional n-gram metrics (e.g., BLEU, ROUGE) have proven insufficient to evaluate the quality of AI-generated text. "Beyond Rating" represents a shift from focusing solely on scalar scores to assessing the of AI critiques. As defined by the Science Based Targets initiative
Climate change impacts, such as forced migration (20.3 million people in 2023), indicate that the current economic system is failing to account for ecological and human costs. Summary of Future Directions "Beyond Rating" represents a shift from focusing solely
Based on current research, "Beyond" frequently refers to several distinct, forward-looking frameworks across technology, sustainability, and evaluation. This paper synthesizes three primary interpretations of "Beyond" in 2026: , Beyond Value Chain Mitigation (BVCM, climate action) , and Beyond GDP (economic metrics) . 1. Beyond Rating: A New Paradigm for AI Evaluation
