Chandramouli R

Episode 5: Natural Products as Chiral Templates

๐ŸŒฟ Nature’s Handedness, Agriculture’s Inspiration. Introduction Nature is the ultimate chemist, and chirality is one of its most powerful design principles. Many of the most effective agrochemicals are inspired by or derived directly from natural compounds, which are overwhelmingly chiral. These natural products serve as templates for synthetic agrochemistry, guiding the development of pesticides, herbicides, …

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Episode 4: Fungicides and Stereochemistry

๐ŸŒฑWhen Molecular Handedness Determines Fungal Control for a More Sustainable Future. ๐Ÿ„ Introduction Fungal infections cause devastating losses in agriculture, threatening global food security. Fungicides are therefore essential tools in crop protection. Many fungicides are chiral, and their enantiomers can differ significantly in fungicidal potency, environmental behavior, and toxicity to non-target organisms. The stereochemistry of …

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Episode 3: Herbicides and the Role of Chirality

๐ŸŒฑ Herbicides Have Two Faces โ€” Chirality Decides Their Impact.โ€ ๐Ÿงฌ Introduction Herbicides are among the most widely used agrochemicals worldwide. They are applied to protect crops from weed competition, ensuring higher yields and food security. A significant number of herbicides are chiral, and their enantiomers often show large differences in biological activity, environmental fate, …

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Episode 2: Stereoselectivity and Biological Activity in Pesticides

๐Ÿงฌ๐ŸŒฑ โ€œWhen Mirror Images Decide Between Protection and Toxicity.โ€ Introduction Pesticides are essential tools in modern agriculture, protecting crops from insects, weeds, and pathogens. Many of these compounds are chiral, meaning they exist as two or more non-superimposable mirror-image forms called enantiomers. Enantiomers often exhibit very different biological activities, toxicities, and environmental behaviors. Understanding these …

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Episode 1: Introduction to Chirality in Agrochemicals

What happens when ๐’„๐’‰๐’Š๐’“๐’‚๐’๐’Š๐’•๐’š ๐’Ž๐’†๐’†๐’•๐’” ๐’„๐’“๐’๐’‘ ๐’”๐’„๐’Š๐’†๐’๐’„๐’†? Introduction Chirality, the property of a molecule that makes it non-superimposable on its mirror image, is a crucial consideration in agrochemistry. Agrochemicals such as pesticides, herbicides, and fungicides often contain one or more stereogenic centers. The two enantiomers of a chiral molecule can behave very differently in biological …

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Episode 5: Beyond Bias: Toward Chiral Intelligence

โ“ Can AI truly be intelligent if it is stereo-blind? ๐ŸŒ€ On Visuals and Stereochemical TruthSome illustrations in this series are generated or assisted by AI to support conceptual understanding. These visuals are intentionally simplified and should not be read as stereochemically rigorous or chemically exact representations. Wherever stereochemical fidelity matters, it is addressed explicitly …

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Episode 4: Fixing the Bias: Data, Models and Generative Constraints

โ“ How do we move from recognizing chiral bias to responsibly fixing it? On Visuals and Stereochemical TruthSome illustrations in this series are generated or assisted by AI to support conceptual understanding. These visuals are intentionally simplified and should not be read as stereochemically rigorous or chemically exact representations. Wherever stereochemical fidelity matters, it is …

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Episode 3: When Algorithms Miss the Mirror: How Chiral Blind Spots Break the Pipeline?

โ€œWhen molecules have two hands but AI only sees one.โ€ On Visuals and Stereochemical TruthSome illustrations in this series are generated or assisted by AI to support conceptual understanding. These visuals are intentionally simplified and should not be read as stereochemically rigorous or chemically exact representations. Wherever stereochemical fidelity matters, it is addressed explicitly in …

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Episode 2: Why Chirality Confuses Machines?

“AI isnโ€™t blindโ€”just stereo-sloppy” On Visuals and Stereochemical TruthSome illustrations in this series are generated or assisted by AI to support conceptual understanding. These visuals are intentionally simplified and should not be read as stereochemically rigorous or chemically exact representations. Wherever stereochemical fidelity matters, it is addressed explicitly in the discussionโ€”because in chemistry, especially in …

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Episode 1: The Promise and the Paradox: AI That Miss the Mirror

“When algorithms forget the mirror, molecules lose their meaning” On Visuals and Stereochemical TruthSome illustrations in this series are generated or assisted by AI to support conceptual understanding. These visuals are intentionally simplified and should not be read as stereochemically rigorous or chemically exact representations. Wherever stereochemical fidelity matters, it is addressed explicitly in the …

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