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Author: Ranjeet Natarajan

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Reinforcement Learning for Autonomous Farm Equipment: AI-Driven Pest and Disease Management Revolution (2025)

January 26, 2026 Ranjeet Natarajan

Meta Description: Discover how Reinforcement Learning transforms autonomous farm equipment for intelligent pest and disease management. Complete guide with 94.7% efficiency gains and ₹47 lakh

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Long Short-Term Memory (LSTM) for Temporal Agriculture Data: The AI That Remembers What Matters

January 26, 2026 Ranjeet Natarajan

Introduction: When Memory Becomes Intelligence Imagine walking through a field every day for three months. On day 87, you notice something subtle: the leaves seem

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Convolutional Neural Networks for Plant Disease Detection: Teaching Machines to See What Humans Cannot

January 26, 2026 Ranjeet Natarajan

Introduction: The Vision Problem in Agriculture A farmer walks through his tomato field on a sunny morning. Everything looks perfect—lush green leaves, healthy stems, strong

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3D Plant Modeling for Growth Analysis: When Every Millimeter of Growth Becomes Visible in Four Dimensions

January 26, 2026 Ranjeet Natarajan

The 2.4 cm/day Mystery That Cost ₹23.8 Lakhs—How LiDAR Drones See Growth Velocity Invisible to Human Eyes Discover how LiDAR-equipped drones create 3D plant models

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Taranis Ag Assistant™: When AI Becomes Your Most Knowledgeable Agronomist—Speaking 22 Languages, Analyzing Billions of Data Points, Available 24/7

January 26, 2026 Ranjeet Natarajan

The ₹18.4 Lakh Question That AI Answered in 90 Seconds—How Multimodal Generative Intelligence Transforms Farming from Guesswork to Precision Discover how Taranis’s generative AI engine

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TESSâ„¢ AI Engine: How Machine Learning Transforms 1 Billion DNA Sequences Into Precision Agricultural Intelligence

January 26, 2026 Ranjeet Natarajan

The AI Revolution in Soil Biology Trace Genomics TESSâ„¢ (Total Ecosystem Solutions System) represents agriculture’s most sophisticated AI deployment—a proprietary machine learning engine that transforms

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Syngenta Cropwise × Planet Labs: When 200 Satellites Watch Your Farm Daily—₹23.7 Lakh Saved by Spotting Disease 18 Days Before It Appeared

January 26, 2026 Ranjeet Natarajan

The 3-Meter Revolution: How Near-Daily Satellite Intelligence Transformed Indian Farming from Guesswork to Precision—Even Through Monsoon Clouds Discover how Syngenta’s 2025 multi-year partnership with Planet

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OneSoil Yield: When AI Maps Your Field’s DNA—₹18.6 Lakh Saved by Treating Each Acre Differently

January 26, 2026 Ranjeet Natarajan

The Productivity Revolution: How 6 Years of Satellite Intelligence Reveals Which Parts of Your Field Are Gold Mines and Which Are Money Pits—Then Tells You

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Blockchain Integration for Agricultural Supply Chain Transparency: When ₹45/kg Turmeric Becomes ₹300/kg Through Unbreakable Trust

January 26, 2026 Ranjeet Natarajan

The QR Code That Revealed Everything March 2024. Anna Petrov’s Farm, Maharashtra. Ms. Sarah Chen, Chief Quality Officer of Global Organic Markets, stood in Anna’s

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Cloud-Native Agricultural Data Processing Platforms: When 4 Million Daily Data Points Transform into ₹147 Lakh Profit

January 26, 2026 Ranjeet Natarajan

The Server Room That Cost ₹84 Lakhs and Crashed Anyway September 2022. Satara, Maharashtra. Rajesh Patil stood in front of smoking server racks—₹84 lakhs of

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Monarch Tractor sued over tractors that were ‘unable to operate autonomously’

Monarch Tractor sued over tractors that were ‘unable to operate autonomously’

Burks Tractor, a dealership located in Idaho, has sued Monarch for breach of contract and allegedly violating its warranty because the California-based startup’s tractors were “unable to operate autonomously.” The dealership also says the 10 tractors it purchased “continue to experience significant problems,” and calls them “defective.”

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Researchers find how plants survive without sunlight or sex

Researchers find how plants survive without sunlight or sex

The study reveals how Balanophora plants function despite abandoning photosynthesis and, in some species, sexual reproduction. Their plastid genomes shrank dramatically in a shared ancestor, yet the plastids remain vital. Asexual reproduction appears to have evolved repeatedly, helping the plants survive in isolated, humid forest habitats. The research highlights surprising resilience in these bizarre parasitic species.

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Orchard Robotics, founded by a Thiel fellow Cornell dropout, raises $22M for farm vision AI 

Orchard Robotics, founded by a Thiel fellow Cornell dropout, raises $22M for farm vision AI 

The startup uses truck-mounted cameras to collect and analyze data about crop health.

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From biting flies to feathered dinosaurs, scientists reveal 70 new species

From biting flies to feathered dinosaurs, scientists reveal 70 new species

Researchers announced over 70 new species in a single year, including bizarre insects, ancient dinosaurs, rare mammals, and deep-river fish. Many were found not in the wild, but in museum collections, proving that major discoveries can still be hiding in plain sight.

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Monarch Tractor preps for layoffs and warns employees it may ‘shut down’

Monarch Tractor preps for layoffs and warns employees it may ‘shut down’

The memo that went out Thursday, which TechCrunch obtained, says the “timing” of the company’s pivot away from tractor manufacturing puts it at risk.

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