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Fresh Thinking by Snowden Optiro

Snowden Optiro
Fresh Thinking by Snowden Optiro
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  • Ep 127: AI in Mining: Hype, Reality, and What's Next
    Join Tarrant Elkington, General Manager of Snowden Optiro, and Scott Carpenter, Director of Technology at Datamine Software, as they explore the rapidly evolving world of artificial intelligence in mining. In this episode of Fresh Thinking, they discuss:  The parallels between AI and other disruptive technologies like autonomous haulage. How to navigate the hype cycle and spot real opportunities amidst the noise. The difference between generative AI and agentic AI and what each means for the mining industry. Why human intuition and expertise remain essential in a data-driven future. Whether you’re curious about the future of digital mining or want to understand where AI is headed, this conversation offers practical insights and thought-provoking ideas. Key Time Stamps 00:00 – Introduction and guest background. 01:18 – Setting the stage: AI as the next disruptive technology in mining. 05:14 – Understanding the hype cycle and Amara’s Law. 10:06 – Lessons from autonomous haulage systems and parallels to AI adoption. 12:02 – The adjacent possible principle: multiple technologies combining to drive change. 17:05 – Where AI sits in the hype cycle today. 20:01 – Generative AI vs. Agentic AI: key differences and future impact. 24:55 – Why quality data and human expertise are still crucial. 33:21 – Looking ahead: where AI could take resource modelling and mine planning. 37:42 – Closing thoughts and reflections on AI’s future in mining. If you would like to contact Tarrant and Scott: [email protected] Explore more: https://snowdenoptiro.com/ 👍 Like, comment, and subscribe for more technical mining insights from our global consulting team. Fresh Thinking by Snowden Optiro is rapidly becoming the best mining podcast globally - you can find our podcasts on YouTube, Spotify, Apple Podcasts and most other podcast platforms. Who we are: Snowden Optiro is a resources consulting and advisory group that provides independent advice, consulting and training to mining and exploration companies, their advisors and investors. We help mine developers to advance their projects, mining companies to improve their operations and their professionals, and investors to de-risk their investments by the provision of quality advice, training and software in the field of Mineral Resources and Mineral/Ore Reserves.  Datamine is a software solutions business that enables those in the mining industry to confidently make effective strategic, tactical and operational decisions at all stages of the mining process. For training or consulting enquiries: training(at)snowdenoptiro.com contact(at)snowdenoptiro.com
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  • Ep 126: The Hidden World of Silica Sands
    In this episode of the Fresh Thinking podcast, Laurie Hassall (Senior Consultant, Geology) and Senzeni Matondi (Principal Consultant, Geology) from Snowden Optiro's UK office explore the fascinating world of silica sands. Often overlooked, silica sands are vital for producing glass, solar panels, and high-tech products that shape our modern world. Laurie and Senzeni discuss what makes silica sands so unique, how they are processed, and why demand for this industrial mineral is growing. Whether you work in mining, processing, or downstream industries, this episode provides valuable insights into how silica sands are transforming from a bulk commodity into a critical mineral for the future. Key Timestamps 0:00 – Introduction to the hosts and today’s topic 0:48 – What silica sands are and why they matter 2:00 – What sets silica apart from other industrial minerals 3:10 – Purity levels and the critical role of Fe₂O₃ in glass production 5:01 – Key factors for processing silica sands 5:35 – Typical processing pathway explained 7:25 – Resource estimation for silica sand deposits 9:43 – Why silica sands are now seen as a critical mineral 10:38 – The future of silica sands: geometallurgy and sustainability 12:01 – Final thoughts and takeaways Have a question about silica sands or you'd like to contact Laurie and Senzeni: [email protected] Explore more: https://snowdenoptiro.com/ 👍 Like, comment, and subscribe for more technical mining insights from our global consulting team. Fresh Thinking by Snowden Optiro is rapidly becoming the best mining podcast globally - you can find our podcasts on YouTube, Spotify, Apple Podcasts and most other podcast platforms. Who we are: Snowden Optiro is a resources consulting and advisory group that provides independent advice, consulting and training to mining and exploration companies, their advisors and investors. We help mine developers to advance their projects, mining companies to improve their operations and their professionals, and investors to de-risk their investments by the provision of quality advice, training and software in the field of Mineral Resources and Mineral/Ore Reserves. For training or consulting enquiries: training(at)snowdenoptiro.com contact(at)snowdenoptiro.com
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  • Ep 125: Inside the Black Box: essential guide to plant sampling
    In this episode of Fresh Thinking, our Executive Consultant (and fellow sampling guru) Ian Glacken sits down with Mark Murphy, world renowned Sampling expert, to uncover the realities of plant sampling - from conveyor belts and moisture balances to concentrates and reconciliation. Mark shares practical insights, cautionary tales, and expert tips to help geologists better understand sampling challenges inside the plant. If you’ve ever wondered how conveyor belt bias, weightometers, or moisture variability affect your reconciliations, this conversation is essential listening. Key Timestamps 0:04 – Introduction: Setting the stage for plant sampling and reconciliation. 1:01 – “Never trust a metallurgist?” (Just kidding!) Why geologists and metallurgists often have different priorities. 2:00 – Weightometers & moisture: The two biggest issues affecting mass balance into the plant. 3:00 – Conveyor belts: Why top-belt samplers and fines create bias. 4:50 – Time-based errors: How long conveyors cause cyclic sampling challenges. 6:14 – Homogenisation matters: When material becomes “relatively homogeneous” and why head grade calculation is tricky. 7:30 – Concentrate sampling: Why it’s usually less of an issue than belt sampling. 9:00 – Shark-fin samplers & densometers: Common pitfalls to watch out for in plant sampling setups. 10:26 – Value engineering: How cost-cutting compromises plant sampling accuracy. 12:30 – Collaboration is key: Why geologists, metallurgists, and mining managers must work closely together. Keep tuned for the final episode of this Sampling series. Have a question about Sampling or want to get in touch: [email protected] Explore more: https://snowdenoptiro.com/ 👍 Like, comment, and subscribe for more technical mining insights from our global consulting team. LINK to Snowden Optiro Professional Development courses - Look for the Sampling Theory and Best Practice course: https://snowdenoptiro.com/events/sampling-theory-and-best-practice/ Fresh Thinking by Snowden Optiro is becoming the best mining podcast globally - you can find our podcasts on YouTube, Spotify, Apple Podcasts and most other podcast platforms. Who we are: Snowden Optiro is a resources consulting and advisory group that provides independent advice, consulting and training to mining and exploration companies, their advisors and investors. We help mine developers to advance their projects, mining companies to improve their operations and their professionals, and investors to de-risk their investments by the provision of quality advice, training and software in the field of Mineral Resources and Mineral/Ore Reserves. For training or consulting enquiries: training(at)snowdenoptiro.com contact(at)snowdenoptiro.com
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  • Ep 124: Stochastic Mine Planning - Evolving approaches to manage uncertainty
    Stochastic Mine Planning – Evolving the Way We Manage Uncertainty In this episode, Tarrant Elkington (General Manager, Snowden Optiro) is joined by Matheus Faria (Director of Technical Services, KPI Mining) to explore the evolving role of stochastic mine planning. Stochastic approaches move beyond conventional “single-input” mine plans by explicitly considering uncertainty in key parameters such as block models, recoveries, and prices. Tarrant and Matheus discuss how this approach can transform decision-making and create more resilient mine plans. Key moments in the episode: [00:02] – What stochastic mine planning is and why it’s gaining traction. [07:45] – Limitations of conventional deterministic planning. [16:20] – Applying stochastic methods to sequencing, cut-off grades, stockpiling, and blending. [27:50] – Practical insights from Matheus on integrating stochastic planning into operations. [39:10] – Looking ahead: the future of stochastic planning in the mining industry. [43:30] – Discussion on the real-world challenges of adoption, including computational demands and the need for organisational buy-in. [50:05] – Reflections on how stochastic planning supports better communication between technical teams and decision-makers. [55:40] – Final thoughts from both Tarrant and Matheus on where the industry is heading and advice for companies considering stochastic approaches. This episode offers valuable insights for mining professionals interested in risk management, decision-making, and the future of strategic mine planning. Have a question or want to get in touch? Contact us: [email protected] Explore more: https://snowdenoptiro.com/ 👍 Like, comment, and subscribe for more technical mining insights from our global consulting team. You can find our Fresh Thinking by Snowden Optiro podcasts on YouTube, Spotify, Apple Podcasts and most other podcast platforms. Snowden Optiro: Snowden Optiro is a resources consulting and advisory group that provides independent advice, consulting and training to mining and exploration companies, their advisors and investors. We help mine developers to advance their projects, mining companies to improve their operations and their professionals, and investors to de-risk their investments by the provision of quality advice, training and software in the field of Mineral Resources and Mineral/Ore Reserves. For training or consulting enquiries: training(at)snowdenoptiro.com contact(at)snowdenoptiro.com KPI Mining Solutions: KPI Mining Solutions provide significant value by developing and commercializing cutting-edge software and services to the mining industry. They bring innovative stochastic mine planning and orebody modeling solutions to the mining industry, transforming their entire operation.. Their strength comes from 20 plus years of experience in data and analytics, artificial intelligence, digital experience, and enterprise performance management. They build custom and commercial software solutions and offer consulting services across a wide range of use cases in mining, supply chain, manufacturing and transportation. Inquiries: https://kpimining.com/about-us/
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  • Ep:123. Why Sampling Can Make or Break a Mine - Part 1 of 3
    In this first of three episodes on sampling, Ian Glacken (Executive Consultant at Snowden Optiro) speaks with Mark Murphy (Manager of Geological Services at IGO), about why sampling is one of the most critical – yet often under-taught – skills in geology. From gold to base metals, exploration to mine geology, Mark shares four decades of experience on how sampling impacts decision-making, project economics, and geological understanding. This podcast at a glance:  00:00 – Introduction to Mark Murphy and the 3-part series 01:02 – Why sampling is vital for geologists 03:36 – Lessons from gold mining and coarse gold challenges 05:49 – How sampling principles apply across all commodities 07:38 – Key differences between exploration and mine geologists 10:33 – Precision, accuracy, and representativity in grade control 13:52 – Advice for young geologists to build sampling skills Keep tuned for Parts 2 and 3 of this Sampling series. Have a question or want to get in touch? Contact us: [email protected] Explore more: https://snowdenoptiro.com/ 👍 Like, comment, and subscribe for more technical mining insights from our global consulting team. LINK to Snowden Optiro Professional Development courses - Look for the Sampling Theory and Best Practice course: https://snowdenoptiro.com/professional-development/ You can find our Fresh Thinking by Snowden Optiro podcasts on YouTube, Spotify, Apple Podcasts and most other podcast platforms. WHO WE ARE: Snowden Optiro is a resources consulting and advisory group that provides independent advice, consulting and training to mining and exploration companies, their advisors and investors. We help mine developers to advance their projects, mining companies to improve their operations and their professionals, and investors to de-risk their investments by the provision of quality advice, training and software in the field of Mineral Resources and Mineral/Ore Reserves. For training or consulting enquiries: training(at)snowdenoptiro.com contact(at)snowdenoptiro.com
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About Fresh Thinking by Snowden Optiro

News and information from the world of geology and mining, Fresh Thinking by Snowden Optiro provides a new perspective on the mining industry and seeks to educate on best practice. Snowden Optiro is a resources consulting and advisory group that provides independent advice, consulting and training to mining and exploration companies, their advisors and investors. We help mine developers to advance their projects, mining companies to improve their operations and their professionals, and investors to derisk their investments by the provision of quality advice, training and software in the field of Mineral Resources and Mineral/Ore Reserves. [email protected] www.snowdenoptiro.com Snowden Optiro Mining Advisory Consulting, Software and Training.
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