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Unlocking the secrets of algae, a new study dives into the latest advancements in algal biotechnology. Researchers are harnessing CRISPR-Cas9, machine learning, and remote sensing to revolutionize environmental management and sustainable industries. These tools not only boost biofuels and pharmaceuticals but also bioremediation. However, scaling up production is still a challenge. Future research will need to integrate AI and synthetic biology for optimized cultivation. Stay tuned as we continue to explore the algae toolbox for global sustainability.