Why Accurate AI Predictions Still Fail in Real Markets: A Korea Case - KoreaTechDesk | Korean Startup and Technology News AI predicted supply correctly. Yet, the execution still failed. A Korea AgTech case reveals why timing, logistics, and human factors still break real outcomes.

“The model is one input. It is not the decision.”
A Korean AI startup predicted a shortage… and still lost.

Why? Execution failure.
Timing, human behavior, and market structure broke the outcome. ⚡️

#AppliedAI #AgTech #startups #AI #Korea #Agriculture
koreatechdesk.com/ai-predictio...

The 'ground truth' gap in AgTech: Why satellites alone can't save supply chains The Earth observation sector is experiencing a golden age. Satellite hardware and launch costs have plummeted, and computer power, driven by AI and analytics, continues to improve. That’s led to a genuine revolution in precision agriculture and automated supply chain monitoring. For agribusinesses, investors and regulators, it’s an appealing mix: using satellite technology to track crop yields, monitor deforestation and ensure regulatory compliance without anyone ever having to set foot in the mud. However, as impressive as the AgTech market is, there’s a critical vulnerability: an over-reliance on using satellite imagery and algorithms to interpret complex human geographies. This over-reliance is creating a dangerous “ground truth gap” — a gap between what the satellite imagery suggests and reality on the ground. The pixel and the problem: the need for human insights Today’s orbital tech is incredible, but there are several limitations. AI models are limited by what they’re trained on. And while they’re excellent at detecting changes in forest cover from satellite imagery, they cannot accurately determine intent or causality, and they don’t take into account complex local dynamics or on-the-ground realities. When data inputs are processed without human insights, solid underlying baselines and on-the-ground data, these tools oversimplify complex...

The 'ground truth' gap in AgTech: Why satellites alone can't save supply chains
->SpaceNews | More on "Satellite agriculture ground truth gap" at BigEarthData.ai | #Agtech

Your Field Trial Will Fail This Year (Unless You Design it Differently) A practical guide to getting better answers from field trials in 2026 — when the stakes have never been higher.

~30% of the world's fertiliser flows through the Strait of Hormuz.

Some analysts are saying the Strait could effectively be closed for months.

FOB nitrogen prices are up 30-60% since the start of the war, if you can get it.

#agsky #precisionagriculture #fertilizer #agtech

Our lab manager, Allyson Adame, shares how she supports our members at CIC St. Louis Labs + Innovation Campus. 🥼🔬

#sciencesky #science #biotech #lifescience #agtech

The old ranch was built with wire. The next one may be drawn on a smartphone.

Halter’s $220M raise is a fascinating test of whether virtual fencing is becoming real infrastructure, not just an agtech demo.

#AgTech #VirtualFencing #LivestockTech #Ranching #TechNews #IndustryExaminer

Proud to support the Sri Lanka Export Development Board (#SLEDB) in launching a medical cannabis program focused on economic growth & helping others. Grateful for the trust of leaders committed to doing this the right way. 🇱🇰

#SriLanka #MedicalCannabis #AgTech #catalystbc

New advances in #AgTech now let crops fix nitrogen directly in their cells through multiple pathways 🌱 While we're best known for explaining biotech in healthcare, our expertise applies equally well to agricultural biotech innovations. Visit https://www.azotic.com/the-science/ to learn more.

Gothenburg’s Volta Greentech secures €1.7 million to tackle global warming by reducing methane emissions from cows | EU-Startups Volta Greentech, a Gothenburg-based BioTech startup tackling global warming by reducing methane emissions from cows, has raised nearly €1.7 million (18

#gbgtech Volta Greentech secures €1.7M to tackle global warming by reducing methane emissions from cows. By @EU_Startups

www.eu-startups.com/2026/03/goth... #NordicMade #greentech #agtech

Your data, where you need it.

ZENTRA Cloud 2.0 makes it easy to view and access environmental data in near real time—so you can stay connected from anywhere.

metergroup.com/products/zen...

#EnvironmentalMonitoring #DataVisualization #AgTech

Parasight System | veterinary diagnostics Parasight's All-in-One (AIO) is a revolutionary system that provides rapid in-office veterinary diagnostics for parasites and pathogens in pasture and companion animals.

🐴 Proud to back MEP Equine’s Parasight® system, giving vets fast, accurate in-field parasite diagnostics and herd-health insights. KY tech improving animal care worldwide.
🔗 parasightsystem.com

#AgTech #KYStartups

🌱 SeedCon 2026 – First International Conference on Seed Microbiome & Microbial Inheritance

📅 May 5-7 📍 Potsdam, Germany

✅ Register: seedcon.org/collection/r...

✅ Abstracts (until Apr 1, 2026): seedcon.org/call-for-abs...

#SeedCon2026 #SPINFERT #SeedMicrobiome #AgTech #EUProject #HorizonEurope

I was lucky enough to go to #lima for a #blueberries convention for my work at #bloomfield robotics our camera sees the world like us sizing, counting and color grading . #pittsburghrobotics #agtech #peru #kubota #robotics #grapes #farmers

sn-news: #robotics #agtech 5G-AGROBOT: A Technological Framework for Automated Greenhouse Harvesting www.researchgate.net/profile/Serg...

GSK3 regulates DOG1L4 to enhance pre‐harvest sprouting resistance in wheat GLYCOGEN SYNTHASE KINASE 3 (GSK3), a negative regulator of brassinosteroid signaling, phosphorylates and stabilizes the seed dormancy protein DOG1L4, which in turn activates ABSCISIC ACID INSENSITIVE...

🍞Pre-harvest sprouting in #wheat leads to premature seed germination and reduces both yield and flour quality.
🫓A new #FreeAccess study in #JIPB reports that GSK3 regulates DOG1L4 to enhance PHS resistance.
🥖 doi.org/10.1111/jipb...
@wileylifesci.bsky.social
#PlantSci #crop #food #agtech

A Hidden Crop for Corporate Tech: Farm Data Precision agriculture tools promise to ‘empower’ farmers with AI, but they may be signing away their rights to share the profits.

💻 Farm data is the new battleground.

AI “precision” tools promise empowerment, but risk locking farmers into systems where data is extracted & monetised by #BigAg & #BigTech.

“Nature isn’t just data points,” says our Nettie Wiebe

🔗 civileats.com/2026/03/23/a...

#AgTech #HeadInTheCloud

Food trade docs are a nightmare. 📄❌

With a new grant from LlamaIndex, VeriPura is using LlamaParse to turn that chaos into high-integrity data.

Clean data = Transparent food. Let’s go! 🦙🚀

#AgTech #SupplyChain #LlamaIndex #VeriPura

Let's Talk About Fertilizer We don't need the Strait? Tell it to farmers

Fertilizer is one of those invisible dependencies in the food system.

It’s not just agriculture — it’s energy, geopolitics, and industrial inputs all layered together.

When fertilizer prices move, it’s really the system reminding us how dependent food production has become.

#Energy #AgTech

🌱 SPIN-FERT + Electronic Nose = Real-time soil diagnostics without invasive sampling 👃🔬

Faster insights, smarter decisions, sustainable farming.

🔗 www.spinfert.eu 🎬 @artscience-node.com

#SPINFERT #ElectronicNose #SoilHealth #AgTech #SustainableAgriculture #EUProject #ScienceForGood

AgriTech Observer #1: How farmers learn in the digital age - International Day special In celebration of the International Day for Digital Learning (19 March 2026), this first issue of AgriTech Observer examines how digital learning has reshaped - and will continue to reshape - the way farmers learn in Europe and Central Asia. Drawing on a review of more than 55 digital learning solutions and practices documented in the FAO AgriTech Observatory, this edition examines both the informal and structured digital learning ecosystem. It also analyses their transformation across two principal stages - digitization, characterized by the expansion of informal online learning, and platformization, marked by the emergence of organized communities, digital libraries and formal e-learning environments. The article concludes by exploring the transformative potential of artificial intelligence (AI) and the enabling conditions required for its effective and inclusive deployment in agricultural learning contexts. The informal digital learning ecosystem for agriculture The first wave of digital learning in agriculture began with connectivity. As broadband infrastructure access expanded across rural Europe and Central Asia during the 2000s and 2010s, farmers increasingly accessed online search engines and specialized websites to access agricultural knowledge, progressively complementing traditional public extension systems. The diffusion of smartphones marked a second inflection point. Mobile devices effectively placed digital learning tools...

AgriTech Observer #1: How farmers learn in the digital age - International Day special
->Food and Agriculture Organization of the United Nations | More on "Digital farming education in Europe" at BigEarthData.ai | #Agtech

Soil electrical conductivity (EC) affects how water and nutrients move through soil—but measuring it accurately isn’t always straightforward.

Learn how EC works, how it’s measured, and how to interpret readings in the field:

metergroup.com/education-gu...

#SoilScience #EC #AgTech

CH4 Global wins global AgTech award for the third straight year CH4 Global has been selected as one of the THRIVE Top50 AgTech companies of 2026, an international award recognising the international companies redefining innovation across the agricultural landscape. SVG Ventures, an international innovation platform which supports advancement in the food and agriculture industry, identifies standout businesses distinguished by the strength of their leadership, differentiated technology, market traction, and momentum in scaling each year. The 2026 edition showcases leading AgTech innovators across multiple industry categories and reflects months of in-depth research, market analysis and evaluation conducted by the SVG Ventures and the THRIVE team. CH4 Global founder and CEO Dr Steve Meller said recognition of the company’s efforts to innovate and create a solution which reduces methane emissions using a naturally-occurring, native seaweed was a great achievement, given the effort it has taken to create a scalable business. “We’re using whole, dried Asparagopsis to feed to cattle, reducing their emissions by up to 90 per cent, and starting to make a difference to emissions on the farms we’re working with,” Dr Meller said. “We’re working to grow at scale so that we can reach more cattle in wider markets, as we start to bend the climate curve, one cow at a...

CH4 Global wins global AgTech award for the third straight year
->Eco News | More on "CH4 Global AgTech award" at BigEarthData.ai | #Agtech

The NatureHelm team gained invaluable insights at @WilmotFieldDay. Being on the ground with producers reinforced a core truth: the future of resilient agriculture is rooted in site-specific intelligence. 🚜🌿

#WilmotFieldDay #RegenerativeAg #NaturePositive #AgTech #NatureHelm

Grey Montgomery, DTN GM of Agriculture, is co-hosting a breakout session titled “AI, Data Rights, Transparency: Trends Reshaping Procurement and Ag Retail” at the @WorldAgriTech Innovation Summit tomorrow, March 18. Details: dtn.link/08ewwh

#WorldAgriTech #AgTech #Agriculture #AgRetail #DTNAgHub

Sales growth shouldn’t rely on guesswork. DTN #FarmIntelligence helps agribusiness teams find the growers most likely to purchase at scale, with market share visibility and grower-level intelligence that makes prospecting more predictable. dtn.link/v21jy4

#AgTech #DTNFarmIntelligence #DTNAgHub

The logic of Vertical Farming! 🌿💰 High-tech crops vs. high-energy costs. 🏙️

📃 scriptdatainsights.blogspot.com/2026/03/vert...
🎞 youtube.com/shorts/V7EIQ...
🛒 scriptdatainsights.gumroad.com/l/march-skil...

Innovation or Hype? 👇

#AgTech #VerticalFarming #Sustainability #Tech #ROI #Economics

Lasers > Chemicals. 🌿🔦 Discover how AI Laser Weeders are revolutionizing farming logic. 🤖

📃 scriptdatainsights.blogspot.com/2026/03/ai-f...
🎞 youtube.com/shorts/5cOr0...
🛒 scriptdatainsights.gumroad.com/l/march-skil...

Tech on the farm: Cool or scary? 👇

#AgTech #AI #Robotics #Farming #Innovation

Study Finds No Clear Link Between GMOs and Health Risks A new review of global health data and decades of scientific research found no consistent evidence that GMO consumption is linked to major human health problems. Researchers in South Korea found no ca...

No consistent evidence links GMO consumption to major human health risks, according to a new review from researchers in South Korea.
#GMOs #FoodScience #PublicHealth #Biotech #AgTech #FoodSafety #Research #Science

www.seedworld.com/europe/2026/...

⚡️#STELLAHorizonEU & #SmartDroplets join forces to advance #digitalagriculture.

🌍 From #aidriven to #planthealth tools, this partnership boosts knowledge exchange, events & sustainable innovation.

Stay tuned for joint actions!

#HorizonEU #ResearchImpactEU #AgTech

🌾 Precision breeding just got faster! 🚀
Our Efficient Fragment Knock-In & Replacement Tech for #Maize, #Rice, and #Wheat is here. 🧬

📈 Enhancer knock-in: Boost transcript levels by up to 4x!

#PlantScience #CRISPR #AgTech #Biotech #FutureBreeding #CropScience

N rates on corn - how low can you go? Nitrogen rate trials and a novel de-risking program have some farmers rethinking timing and rates on corn.

Worth the read → www.ruralvoice.ca/n-rates-on-c...

Learn more and apply for the profit warranty → farmersforclimatesolutions.ca/profit-warra...

#NitrogenManagement #AgTech #AgFinance #FutureOfFarming