Inside a mining company’s AI transformation
Inside a mining company’s AI transformation
Feb 5, 2020
mckinsey.com
Have you heard of biomining? 🧐 The process in which microorganisms extract metals from ores and mine waste can often be incredibly effective and sometimes even used to clean mining sites. There are various processes within biomining, involving both direct and indirect, and have many benefits: 🟢 Avoids sulfur dioxide emissions, ensuring a more environmentally friendly mining process 🟢 Cost-effective and cheaper than alternatives in mining 🟢 Much less energy intensive than other methods Could
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Have you heard of biomining? 🧐 The process in which microorganisms extract metals from ores and mine waste can often be incredibly effective and sometimes even used to clean mining sites. There are various processes within biomining, involving both direct and indirect, and have many benefits: 🟢 Avoids sulfur dioxide emissions, ensuring a more environmentally friendly mining process 🟢 Cost-effective and cheaper than alternatives in mining 🟢 Much less energy intensive than other methods Could
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BIOMINER is a new multi-agent AI system that reads scientific papers, parses text, tables, and diagrams, and extracts precise protein-ligand bioactivity data—solving a key bottleneck for drug discovery AI.It decouples semantic extraction from exact chemical structure construction, using multi-modal LLM reasoning plus domain chemistry tools to handle tricky Markush scaffolds. On the 16,457-entry BIOVISTA benchmark, it hits state-of-the-art F1 = 0.32 for full triplets (vs 0.0004 baseline). Removin
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BIOMINER is a new multi-agent AI system that reads scientific papers, parses text, tables, and diagrams, and extracts precise protein-ligand bioactivity data—solving a key bottleneck for drug discovery AI.It decouples semantic extraction from exact chemical structure construction, using multi-modal LLM reasoning plus domain chemistry tools to handle tricky Markush scaffolds. On the 16,457-entry BIOVISTA benchmark, it hits state-of-the-art F1 = 0.32 for full triplets (vs 0.0004 baseline). Removin
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