The three AI stages every leader needs to understand

The three AI stages every leader needs to understand

Eugene Perumal, founder and principal of Valutivity. Most conversations about AI in South African boardrooms skip the most important question: how does this technology actually work? Not in technical detail, but in strategic principle. Understanding the three distinct stages of AI development − machine learning, large language models and the emerging NeuroSymbolic paradigm − is…

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Africa: Coffee Crops Are Dying From a Fungus With Species-Jumping Genes – Researchers Are ‘Resurrecting’ Their Genomes to Understand How and Why

Africa: Coffee Crops Are Dying From a Fungus With Species-Jumping Genes – Researchers Are ‘Resurrecting’ Their Genomes to Understand How and Why

For anyone who relies on coffee to start their day, coffee wilt disease may be the most important disease you’ve never heard of. This fungal disease has repeatedly reshaped the global coffee supply over the past century, with consequences that reach from African farms to cafe counters worldwide. Infection with the fungus Fusarium xylarioides results…

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