1082 XXXI International Mineral Processing Congress 2024 Proceedings/Washington, DC/Sep 29–Oct 3
• Training the system’s response using historical plant
data and measured ore characterisation data
• Leveraging subject matter experts (SMEs) to define
the value of the mining business ($/t or GHGe cost)
REFERENCES
Bard (2024), https://bard.google.com/.
BBC Reith Lectures (2021). Living with AI—Stuart
Russell https://www.bbc.co.uk/programmes/articles
/3pVB9hLv8TdGjSdJv4CmYjC/nine-things
-you-should-know-about-ai.
Brown, S (2023). Why neutral net pioneer Geoffrey Hinton
is sounding the alarm on AI -https://mitsloan.mit.
edu/ideas-made-to-matter/why-neural-net-pioneer-
geoffrey-hinton-sounding-alarm-ai.
Chandramohan. R., (2020). Integrated Optimisation
Ausenco Internal Communication.
Chandramohan. R., (2021). Masterclass, From
Diagnosis to Debottlenecking: How We Deconstrain
Underperforming Circuits, Canadian Mineral
Processing Conference 2021.
Chandramohan. R., Meinke. C., (2023). The Value of AI
in mining. Presented at the World Mining Congress
2023, Brisbane, Australia. ICMSAUST.
Christian, B. (2020). The Alignment Problem: Machine
Learning and Human Values: Book. W.W. Norton,
ISBN: 9780393635836, 039363583X.
Ellis. D., (2022). https://miningdigital.com/technology
/how-blockchain-changing-mining-and-metals-sup-
ply-chains.
Gaudin. S., (2007). https://www.computerworld.com
/article/2538123/the-transistor--the-most-important
-invention-of-the-20th-century-.html.
GMG, (2022). Foundations of AI Framing: https://
gmggroup.org/groups/artificial-intelligence/.
IBM, (2022). https://www.ibm.com/cloud/learn/what-is
-artificial-intelligence#toc-history-of--2jPgsXm.
Martin. J., (2006). The Meaning of 21st Century: A
Vital Blueprint for Ensuring Our Future. Eden
Project Books (UK), Riverhead Books (USA), ISBN:
9781573223232.
Mining Technology (2022). https://www.mining
-technology.com/artificial-intelligence-in-mining.
Moore’s Law, (2002). https://en.wikipedia.org/wiki
/Moore%27s_law.
OpenAI (2024), https://openai.com.
Turing, A.M. (1950). Computing Machinery and
Intelligence. Mind 49: 433–460.
The Physics arXiv, (2022). https://www.discovermagazine
.com/technology/ai-machines-have-beaten-moores
-law-over-the-last-decade-say-computer.
Valery, W., Morrell, S., Kojovic, T., Kanchibotla, S.S., and
Thornton, D.M. (2001), “Modeling and Simulation
Techniques Applied for Optimization of Mine to
Mill Operations and Case Studies,” Proceedings—VI
Southern Hemisphere Meeting on Mineral Technology,
CETEM/MCT, Rio de Janeiro, Brazil, pp. 107–116.
Figure 13. Example of increasing resource definition using AI systems (Chandramohan, 2023)
• Training the system’s response using historical plant
data and measured ore characterisation data
• Leveraging subject matter experts (SMEs) to define
the value of the mining business ($/t or GHGe cost)
REFERENCES
Bard (2024), https://bard.google.com/.
BBC Reith Lectures (2021). Living with AI—Stuart
Russell https://www.bbc.co.uk/programmes/articles
/3pVB9hLv8TdGjSdJv4CmYjC/nine-things
-you-should-know-about-ai.
Brown, S (2023). Why neutral net pioneer Geoffrey Hinton
is sounding the alarm on AI -https://mitsloan.mit.
edu/ideas-made-to-matter/why-neural-net-pioneer-
geoffrey-hinton-sounding-alarm-ai.
Chandramohan. R., (2020). Integrated Optimisation
Ausenco Internal Communication.
Chandramohan. R., (2021). Masterclass, From
Diagnosis to Debottlenecking: How We Deconstrain
Underperforming Circuits, Canadian Mineral
Processing Conference 2021.
Chandramohan. R., Meinke. C., (2023). The Value of AI
in mining. Presented at the World Mining Congress
2023, Brisbane, Australia. ICMSAUST.
Christian, B. (2020). The Alignment Problem: Machine
Learning and Human Values: Book. W.W. Norton,
ISBN: 9780393635836, 039363583X.
Ellis. D., (2022). https://miningdigital.com/technology
/how-blockchain-changing-mining-and-metals-sup-
ply-chains.
Gaudin. S., (2007). https://www.computerworld.com
/article/2538123/the-transistor--the-most-important
-invention-of-the-20th-century-.html.
GMG, (2022). Foundations of AI Framing: https://
gmggroup.org/groups/artificial-intelligence/.
IBM, (2022). https://www.ibm.com/cloud/learn/what-is
-artificial-intelligence#toc-history-of--2jPgsXm.
Martin. J., (2006). The Meaning of 21st Century: A
Vital Blueprint for Ensuring Our Future. Eden
Project Books (UK), Riverhead Books (USA), ISBN:
9781573223232.
Mining Technology (2022). https://www.mining
-technology.com/artificial-intelligence-in-mining.
Moore’s Law, (2002). https://en.wikipedia.org/wiki
/Moore%27s_law.
OpenAI (2024), https://openai.com.
Turing, A.M. (1950). Computing Machinery and
Intelligence. Mind 49: 433–460.
The Physics arXiv, (2022). https://www.discovermagazine
.com/technology/ai-machines-have-beaten-moores
-law-over-the-last-decade-say-computer.
Valery, W., Morrell, S., Kojovic, T., Kanchibotla, S.S., and
Thornton, D.M. (2001), “Modeling and Simulation
Techniques Applied for Optimization of Mine to
Mill Operations and Case Studies,” Proceedings—VI
Southern Hemisphere Meeting on Mineral Technology,
CETEM/MCT, Rio de Janeiro, Brazil, pp. 107–116.
Figure 13. Example of increasing resource definition using AI systems (Chandramohan, 2023)