- Emergent Behavior
- Posts
- 2024-05-15-EB-10: Growth Strategy
2024-05-15-EB-10: Growth Strategy
🔷 Subscribe to get breakdowns of the most important developments in AI in your inbox every morning.
Here’s today at a glance:
EB-10: Growth Strategy
Who
Pratik Desai (Twitter; LinkedIn), founder of Kissan, an agricultural AI assistant, is building voice-based AI solutions for farmers in India and other developing nations.
What
KissanGPT is an AI chatbot that leverages the power of GPT 3.5 and the Whisper model exclusively for serving India’s underserved agricultural domain. Launched on March 15th 2023, KissanGPT has already earned the hearts of farmers all over the country with its remarkable ability to guide the farmers in irrigation, pest control and crop cultivation.
We are starting a series of fine-tuned Vision LLMs for pest and disease detection and conversation over cure, symptoms, severity and prevention. The Dhenu-vision-lora-0.1 is fine-tuned Qwen-VL-chat, for 3 major crops and 10 diseases, giving 2x performance boost over the base.
— Pratik Desai (@chheplo)
12:45 PM • Mar 15, 2024
When
April 23, 2024
Highlights
On the initial awkwardness of human-AI interaction. "Farmers would just say hello... they don't know what to ask."
On the emotional impact of AI on users. "Some just started recording but then don't say anything at all because they are just overwhelmed."
On balancing growth and sustainability. "We cannot keep expanding the user base... I'm trying to kind of mellow down the growth on the consumer side before we actually start generating revenue."
On the challenges of monetizing in emerging markets. "Farmers cannot be monetized in any developing nations... it's mostly the businesses that you have to work with."
On the disconnect between research and implementation in agriculture. "The people on the top do like very, maybe, cutting edge research and creating some climate resilient fertilizers or seeds and things like that. But then the farmers are like, very, very far away from the reality for them."
On the complexities of agricultural regulations in India. "Agriculture is a very touchy topic... It’s a state subject, not a federal subject. Every time a state government changes depending upon the vote bank, a lot of politics actually get played on agriculture and farmers."
On the future of AI agriculture. "Think about it like a farmer having a personal drone instead. Just take a picture from the sky every few days. Just then pass this image to, let's say, our next version of of our AI and ask what's going on. And then it will just describe the whole farm."
On the impact of AI on the software development industry. "India is going to get affected as well; there are very good engineers too, but there is a whole mid- and low-layer of developers that India produces, which works the outsourcing companies who can easily get replaced.”
On the potential of AI for preserving memories and connections. "My grandmother wanted to meet my daughter... and she died like two weeks before we reached her, and this is the kind of thing where I wish my daughter could meet an AI version of her."
On the limitations of AI in replicating human complexity. "...your weather changes, your mood, your hungry hunger changes, your mood, and your answer for one question will be different if you're hungry or not. So those things are going to be very difficult to kind of replicate."
Listen On
EB-10, the tenth episode of our podcast, dropped this week. Before I continue, the rules of the game are:
Pods that CHART stay alive
Pods that get a Follow on Apple Podcasts CHART
So FIRST, CLICK on the link below (opens up your Apple Podcasts app) and click “+Follow” (in the upper right-hand corner)
Then go ahead and listen to the podcast any way you want to on your preferred app, capiche mon ami?
Listen on
Why:
Motivation: Pratik's personal connection to agriculture and his understanding of the challenges faced by farmers, especially in accessing and implementing critical knowledge.
Goal: To empower farmers with accessible AI tools, improving their productivity, profitability, and decision-making.
Impact: Potential to revolutionize the agricultural industry by democratizing knowledge, promoting sustainable practices, and creating new opportunities for farmers.
How:
Multilingual and Multimodal Approach: Developing AI models that understand and respond to farmers in their local languages, incorporating voice and image recognition capabilities.
Fine-tuning Language Models: Utilizing existing large language models like QN and adapting them specifically for agricultural knowledge and conversational interactions.
Data Curation and Trustworthiness: Emphasis on high-quality, curated data sets to ensure accurate and reliable information for farmers.
What are the limitations and what's next:
Challenges: Overcoming the economic limitations of monetizing directly from farmers and navigating the complex regulatory landscape for AI in India.
Future Development: Expanding language support, incorporating real-time information like weather and market data, and exploring the potential of AI for farm management and decision support systems.
Why It Matters:
Kissan's work has significant implications for the future of agriculture, especially in emerging markets.
By leveraging AI to bridge the knowledge gap and empower farmers, Kissan is contributing to food security, economic development, and sustainable agricultural practices.
Their approach highlights the potential of AI for social good and demonstrates the importance of developing inclusive and accessible technology solutions.
Additional Notes:
Pratik shared a heartwarming story of a farmer who used Kissan's AI to become an Agripreneur, creating air fresheners from agricultural waste.
The interview also touched upon the ethical considerations of AI, particularly regarding data privacy and potential misuse of technology.
Pratik's vision for the future includes a world where every farmer has access to a personalized AI assistant, providing them with the knowledge and support they need to thrive.
Transcript
Background
Introducing the first version of Kissan in March 2023
Introducing Kissan (Farmer's) GPT. A ChatGPT and Whisper based assistant for underserved agriculture domain of India. Work-in-progress. Expect bugs.
(It uses ChatGPT-3.5-turbo and expecting results to improve after GPT-4 and adding custom embeddings.) kissangpt.com— Pratik Desai (@chheplo)
10:46 PM • Mar 14, 2023
On immediately finding an audience outside the core farming target
My goal was to help Indian farmers with Kissan GPT but users are finding different usecases such as home gardening, in local languages. Nothing motivations more after working 4 years in developing various AI applications for Indian Agriculture and continue doing it.… x.com/i/web/status/1…
— Pratik Desai (@chheplo)
2:41 AM • Mar 30, 2023
On the March 2024 Indian AI regulation announcement
I was such a fool thinking I will work bringing GenAI to Indian Agriculture from SF. We were training multimodal low cost pest and disease model, and so excited about it. This is terrible and demotivating after working 4yrs full time brining AI to this domain in India.
— Pratik Desai (@chheplo)
11:33 PM • Mar 3, 2024
On the Bay Area AI bubble, October 2023
Got out of the Bay Area/California first time after ChatGPT and GenAI explosion, met real people, and, and, no one really care about it, think about it everyday, or at all. Either we are in a bubble or time to build more applications for everyday consumers and non-tech folks.
— Pratik Desai (@chheplo)
2:14 PM • Oct 23, 2023
On Indian migration, past, present, and future
Be honest, 99% Indian students went to Canada, didn’t go for education. No one goes to Canada for education. Those 25 in Waterloo are moving to US as soon as they graduate.
— Pratik Desai (@chheplo)
7:51 PM • Sep 23, 2023
On emulating humans in the afterlife
Start regularly recording your parents, elders and loved ones. With enough transcript data, new voice synthesis and video models, there is a 100% chance that they will live with you forever after leaving physical body. This should be even possible by end of the year.
— Pratik Desai (@chheplo)
6:26 PM • Apr 8, 2023
🌠 Enjoying this edition of Emergent Behavior? Send this web link with a friend to help spread the word of technological progress and positive AI to the world!
Or send them the below subscription link:
🖼️ AI Artwork Of The Day
If Rome never fell - u/SubWxxf from r/midjourney
That’s it for today! Become a subscriber for daily breakdowns of what’s happening in the AI world:
Reply