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AI Work Related Projects

I'm excited to share some recent developments with demetech.global, an AgTech business that Richard, Jay, and I have been building. We've developed an innovative system using Specialized Small Language Models within a boolean decision-tree framework, covering critical domains like Agriculture, Finance, Climate, Trading, ESG, and ToDo management.

What makes this particularly exciting is a recent breakthrough that validates our approach. I've discovered a new AI concept called Aria, detailed in recent research, that aligns perfectly with what we've been developing.

The Aria Connection

Aria represents a significant advancement in AI architecture, specifically using Mixture-of-Experts (MoE) models to achieve remarkable improvements:

  • Reduced computational overhead - More efficient processing
  • Improved response times - Faster decision-making
  • Minimized power and cooling requirements - Sustainable operations
  • Domain-specific expertise - Specialized knowledge areas

This research paper validates exactly what we've been implementing at demetech. Our use of specialized small language models within decision-tree frameworks follows the same principles that Aria demonstrates at scale.

"Always staying ahead of the curve is my happy place!"

AgTech Innovation

At demetech.global, we're applying these principles to revolutionize agriculture technology. Our system excels in:

  • Agriculture - Crop optimization and yield prediction
  • Finance - Agricultural market analysis
  • Climate - Weather pattern analysis and adaptation
  • Trading - Agricultural commodity insights
  • ESG - Environmental and sustainability metrics
  • ToDo Management - Operational efficiency

Looking Forward

The validation of our approach through independent research like Aria gives me tremendous confidence that we're on the right track. It's incredibly satisfying when your innovative ideas are later validated by cutting-edge research from major institutions.

This isn't just about being right - it's about being at the forefront of technological advancement that can make a real difference in agriculture and sustainability. The intersection of AI efficiency and agricultural innovation represents exactly the kind of problem-solving that energizes me most.

Stay tuned for more updates as we continue developing these technologies at demetech.global. Sometimes the best innovations come from thinking differently about established approaches - and occasionally, you discover you're ahead of the curve!