HIGHLIGHTS
- AI can reduce mineral discovery costs from hundreds of millions to under $1 million per discovery.
- The global decline in new mineral discoveries is due to exhausted “low-hanging fruit,” not a lack of minerals.
- Earth AI achieves higher success rates by adding geological context to anomaly detection.
- Vertical integration dramatically lowers drilling costs and logistical delays.
- Australia’s mining-friendly policies make it ideal for rapid exploration and development.
- Critical minerals supply is a geopolitical challenge tied to China and Russia’s dominance.
- Mining exploration should be treated as a scalable pipeline, not a lottery.
- AI can reveal entirely new “shortcuts” in exploration that humans may overlook.
- The next 10–20 years could redefine how mining and resource development operate.
- Abundance of critical minerals is essential for global reindustrialization and energy transition.
SUMMARY
In this episode of the Rare Earth Exchanges podcast, host Dustin Olsen sits down with Roman Teslyuk, CEO and founder of Earth AI, to explore how artificial intelligence is transforming mineral exploration. Roman shares his personal journey from geology student to global explorer, and explains how Earth AI uses decades of geological archive data to dramatically improve discovery success rates while reducing costs. The conversation covers the decline in global mineral discoveries, the inefficiencies of traditional exploration methods, and why vertically integrated, AI-driven drilling could reshape the critical minerals supply chain. The episode also highlights Australia’s mining ecosystem, geopolitical supply risks, and why the next decade may represent a golden age for mining innovation.
CHAPTERS
00:00 Introduction to Earth AI and Roman Teslyuk
01:08 Roman’s Journey into Geology and Exploration
03:53 The Mission to Create Abundance of Critical Materials
05:57 Why New Mineral Discoveries Are Declining
09:44 AI vs. Traditional Exploration Methods
11:25 Why Australia Is the Ideal Mining Environment
14:11 Earth AI’s Team and Vertical Integration Model
17:14 Economics of Mineral Discovery and Project Sales
21:21 Technical and Industry Challenges of Using AI
27:22 Cost Advantages and Operational Efficiency
29:43 The Future Impact of AI on Mining
31:45 How to Connect with Earth AI