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Upping AI At Copper Mines

Copper Weekly Brief — Week Ending 24 April 2026

Copper stayed elevated and volatile this week as geopolitical risk, tight concentrate conditions and policy uncertainty continued to support prices. The market is still being driven as much by supply…

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Weekly Copper Brief – 17 April 2026

Geopolitics are pushing up costs, but the clean energy transition and everyday demand for electricity and transport are keeping copper in strong demand worldwide.   Market overview Copper remains in…

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OK Tedi – Our Mine , Our Pride, Our Future

  Ok Tedi Mining Limited (Ok Tedi) is one of Papua New Guinea’s great copper–gold success stories – a 100 percent nationally owned operation that has been delivering value to…

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Copper Weekly Brief – 10th April 2026

Market overview: high, volatile, policy‑sensitive Copper remains in a high‑price, high‑volatility regime into the week ending 10 April 2026, with the Iran war amplifying energy‑cost and confidence shocks rather than…

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November 12, 2019 · John’s Blog, Mining

As I’ve said before, mining has not been known for digital innovation. That’s changing I’m glad to say.

Here in Australia the copper industry has just started a Technology Roadmap aimed at championing technologies to make mining smarter, greener, safer & more productive.

But individual companies all around the world are also taking high tech steps.

One stand out is the world’s biggest copper miner, Freeport-McMoran. The company is applying Artificial Intelligence-or AI-to boost production at its ageing Bagdad Copper mine in Arizona.

Like many established mines, Bagdad’s best copper is long gone. Meaning they have to crush more low grade ore to stay profitable.

The new system developed with McKinsery analyses data from sensors around the mine to suggest new ways to improve the performance of crushers and processing mills.

It had a practical breakthrough. The data showed the mine was producing 7 distinct types of ore that by adjusting the PH level in the flotation processing tanks could recover more copper.

With very little investment, the AI backed system has boosted production at Bagdad by 9,000 metric tons of copper this year.

Freeport-McMoRan is now rolling out the technology to all its mines in the Americas, aiming to raise output by 90,000 tons, or 5% of production.

The other upside is cost & environmental impact. To get an extra 90K tonnes out previously would have cost somewhere near $2B & involve lots of big equipment & energy.

AI, on the other hand, cost very little. It’s definitely one we’ll be looking at in our own Technology Roadmap.

Cheers

John Fennell

 

Featured

Copper Weekly Brief — Week Ending 24 April 2026

Copper stayed elevated and volatile this week as geopolitical risk, tight concentrate conditions and policy uncertainty continued to support prices.…

Read More

Weekly Copper Brief – 17 April 2026

Geopolitics are pushing up costs, but the clean energy transition and everyday demand for electricity and transport are keeping copper…

Read More

OK Tedi – Our Mine , Our Pride, Our Future

  Ok Tedi Mining Limited (Ok Tedi) is one of Papua New Guinea’s great copper–gold success stories – a 100…

Read More

Copper Weekly Brief – 10th April 2026

Market overview: high, volatile, policy‑sensitive Copper remains in a high‑price, high‑volatility regime into the week ending 10 April 2026, with…

Read More

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