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- AI Can Save Our Soil—But Are We Too Late? 🤖🌱
AI Can Save Our Soil—But Are We Too Late? 🤖🌱
From India to Africa, IBM is helping farmers fight climate collapse. But will intelligence outpace impact in time?

Hi, I’m Ambika — and welcome to Edition #14 of Jai Jawan Jai Kisan (Hail the Soldier, Hail the Farmer)🚜🌱
This morning, under a burning April sun, I spoke to a woman farmer near Udupi.
She told me something I can't forget:
"Even the sky lies now. The rain comes too late, or too hard. We’re always afraid."
Her farm? Dry and cracked.
Her yield? Slashed in half.
Her faith? Hanging by a thread.
But here’s the thing:
This isn’t just a rural crisis.
It’s a food system crisis that’ll hit your city next.

🌍 The Climate-Agriculture Domino Effect:
If farmers lose the plot—literally—we lose the future.
And here’s how it shows up in your neighborhood:
🚫 1. Food Deserts
Originating in 1990s Scotland, these are areas with little to no access to fresh, affordable food.
USDA once defined them as low-income zones without a nearby supermarket.
Now known as Low-Income, Low-Access (LILA) areas.
These are growing, not shrinking—especially in post-disaster zones.
💸 2. Food Mirages
Looks like a grocery haven... but prices are out of reach.
You see organic rice. But it costs a third of someone's weekly wage.
These "mirages" hide hunger under the illusion of access.
Especially common in gentrifying neighborhoods.
📏 3. Euclidean Distance Lies
Studies often use “as-the-crow-flies” distance to measure food access.
But that doesn’t include:
Time poverty
Transit gaps
Pricing traps
➡️ Middle class and below middle class people often shop farther than their nearest store, due to cost and quality. Like people travelling every weekend from different parts of Mumbai to Kurla for affordable vegetables in crowded local trains.
The same heatwave hurting a farmer in Udupi can lead to empty shelves in your city.
🤖 So… What’s the solution?
Climate-Smart Agriculture + AI.
IBM’s tech is helping farmers:
🌦️ Predict yield drops before they happen
💧 Cut waste using soil moisture sensors and smart irrigation
📊 Plan decades ahead with AI-powered geospatial analysis
IBM AI isn’t just powering climate-smart agriculture—it’s shaping its future.
From smallholder farms in Africa to massive fields in North America, AI is:
Boosting yields: In India, IBM-supported projects digitized 30,000 farm plots, increasing yields by over 30% and farm revenue by 37% through climate-resilient practices.
Cutting emissions: Globally, agriculture accounts for 20% of greenhouse gas emissions. IBM’s AI-driven precision farming reduces fertilizer overuse, potentially cutting emissions by 23 million metric tons by 2050 in regions like Punjab.
Helping farmers thrive sustainably: In Africa, initiatives like the FarmWeather app, backed by IBM and Yara, have reached 3.4 million farmers across seven countries, improving productivity by up to 40% with hyperlocal forecasts. In North America, the Climate Smart Agriculture Alliance supports farmers with AI tools to adopt sustainable practices, backed by government subsidies for smart irrigation.
The smartest harvests are still ahead. With global food demand set to rise 60% by 2050, and only 1.7% of climate finance currently reaching smallholder farmers, scaling AI solutions is critical. IBM’s Sustainability Accelerator has already impacted 65,300 farmers globally, with plans to reach millions more by 2025
Not just IBM, there are several other startups aggressively tackling this problem from ground level and scaling their impact.
The smarter the soil, the stronger our cities.
🔥 Here’s the reality:
We cannot heal urban hunger without fixing rural roots.
The grocery store down your block is only as secure as the farmer 1,000 km away.
And right now, that farmer is barely holding on.
I hope you enjoyed this week’s edition! If you found value in it, I’d love for you to share it with your friends—it truly fuels my passion to bring you more insightful and inspiring content every week.
Can’t wait to connect again next week! Until then, keep championing sustainability and resilience in everything you do. 🌱✨
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P.S: 🌱 Know an inspiring agri-tech project or a military veteran building a farm-to-fork startup? Hit reply or drop me a line—I would love to feature their story in my upcoming edition!
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Some of the newsletter’s insight is shaped by ongoing conversations with AI models trained not just to retrieve facts—but to reflect, ideate, and challenge assumptions. It was composed as part of an experimental human-AI collaboration initiative. We're exploring new territory—one that might just redefine co-creation. We call this exploration “Renaissance work.”