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Upping AI At Copper Mines

Copper Weekly Brief — to 12 November 2026

Copper: US$13,992/t (US$13.99/kg), LME official cash, 10 November. LME three-month US$13,805/t (US$13.81/kg) and COMEX about US$13,780/t (US$13.78/kg), 11 November. Market overview Copper posted its biggest weekly fall since March as…

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Copper Weekly Brief — 29 October 2026

    Copper firms to a two-week high as IMARC turns the spotlight on getting mines built faster Copper: US$14.68/kg (US$14,678/t) on COMEX, 28 October settlement; LME three-month about US$14,430–14,490/t…

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Copper Weekly Brief — 22 October 2026

Copper steadies near US$14,400/t as LME Week bulls meet rising stocks Copper: US$14,357/t LME three-month and US$14,540/t LME cash (20 October settlement); US$14.46/kg on COMEX (21 October) London’s three-month contract…

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Copper Weekly Brief — 15 October 2026

  Copper slips from a midday high of US$14,741/t to US$14,436/t as hot US inflation offsets Chile supply risk Copper: US$14,741/t LME official, US$14,436/t LME close, US$14.57/kg on COMEX LME…

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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 — to 12 November 2026

Copper: US$13,992/t (US$13.99/kg), LME official cash, 10 November. LME three-month US$13,805/t (US$13.81/kg) and COMEX about US$13,780/t (US$13.78/kg), 11 November. Market…

Read More

Copper Weekly Brief — 29 October 2026

    Copper firms to a two-week high as IMARC turns the spotlight on getting mines built faster Copper: US$14.68/kg…

Read More

Copper Weekly Brief — 22 October 2026

Copper steadies near US$14,400/t as LME Week bulls meet rising stocks Copper: US$14,357/t LME three-month and US$14,540/t LME cash (20…

Read More

Copper Weekly Brief — 15 October 2026

  Copper slips from a midday high of US$14,741/t to US$14,436/t as hot US inflation offsets Chile supply risk Copper:…

Read More

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