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The AI bullet train

by | Oct 29, 2024

Technology in general, and AI in particular, is moving ahead at breakneck speed. We need to make sure we are on the train, not hit by it.

The AI bullet trainI recently attended the SingularityU South Africa summit, sponsored by Old Mutual. Listening to speakers like David Roberts and Emad Mostaque talking about the capabilities of artificial intelligence (AI), my brain was reeling. What AI has already achieved in a short space of time, and what it will still achieve, is unimaginable.

If I had to sum up my understanding of AI, it is the ability to bring together the knowledge of billions of people into one “super brain” that is able to process at infinitely faster speeds than a human brain.

Yes, AI comes with some serious concerns – and we should be raising a lot of questions about guardrails, ethics, bias and equality – but trying to stop the AI bullet train is not possible. What we need to do is make sure we understand it, engage with it, and be part of the conversation.

To give an example: Arturo Elizondo’s company EVERY has created an egg that does not come from a chicken. Humans’ use of animal protein is the biggest destroyer of the environment. Each day we slaughter 900 000 cattle, 1.4 million goats, 1.7 million sheep, 3.8 million pigs, 12 million ducks, 202 million chickens and over 100 million fish. These figures grow each year, and it is becoming unsustainable.

Currently we use 1.2 trillion eggs a year, which requires a lot of chickens trapped in tiny cages. Eggs are a great form of protein and have many applications including vaccines. Having a food source that looks and tastes like an egg, with the same protein content, but doesn’t need a chicken, will have an enormous benefit to the environment.

But what about food security? What if all our food now comes from a large US corporation and we have no way of producing our own food?

These are plots straight from dystopian novels and films. So yes, we need to be asking questions. But we also need to recognise that to keep feeding a growing population, that will soon reach 9 billion people, we are going to have to come up with alternative food sources.

Added to the population pressure is the fact that medical advances will soon result in people living exceptionally long lives.

Scientists have already reversed the aging process and even blindness in mice. Technological advances will give paralysed people the ability to move robotic arms using their mind and prevent genetic diseases.

But in the wrong hands, these same technologies can be used to genetically modify humans. These are complex ethical issues.

Who will AI leave behind?

Living in a country with high levels of inequality, especially when it comes to education, my concern is who we will leave behind. I only have to look at my own neighbourhood – at the five schools within a couple of kilometers of each other – to see the complete divergence between schools whose students will be immersed in the capabilities and reach of AI, and schools whose students have never even seen a computer.

There are plans to make robotics a compulsory subject at school, but where will the teachers come from? Many of the speakers at the Summit were bullish about the ability of AI to reach every “African” who has a cellphone; to turn everyone into a programmer or doctor; to provide education that is free and accessible.

But is that realistic? And to what extent will our own government and unions stand in the way of this technological revolution?

“We have to shift from a mindset of scarcity to one of abundance,” says Dr Adam Pantanowitz, founder of think3dots and Resolute Education, which trains young people in robotics from grade zero to grade 12.

Pananowitz is also the Director and Chair in Innovation at the University of the Witwatersrand and was a speaker at the Summit.

Democratisation of technology is unstoppable

Pantanowitz agrees that one ​of ​the ​huge ​risks ​with ​technology ​is ​that ​we ​may choose ​to ​use ​it ​to ​the ​exclusion ​of ​others, but he believes that the democratisation of technology is unstoppable.

“Technology ​is ​democratising ​every ​18 ​months,” says Pantanowitz. “​Moore’s ​law ​has ​been ​showing ​a ​doubling ​of ​our ​ability ​to ​compute. What this means is that for every $1 000, our computing power doubles every 18 months, which means that ​the ​technology developed just ​18 ​months ​ago is now ​exponentially ​cheaper.

​“In ​addition ​to ​that, ​the ​technology ​that ​we ​have ​now ​is ​much ​better ​at ​the ​same ​price ​point. ​So ​that’s ​a ​huge ​democratising ​effect, ​​which ​is ​the ​effect ​that’s ​put ​cell​phones ​into ​all ​our ​pockets. ​It’s ​the ​effect ​that ​has ​made ​those ​cell​phones ​more ​capable ​than ​the ​computers ​that ​launched ​​our ​spaceships ​to ​the ​moon. So, ​the ​idea ​that ​we ​have ​this ​access ​is ​hugely ​disrupting.”

Pantanowitz believes that we need to use this technological revolution to reduce inequality ​and ​start ​at ​ ​grassroots level.

“Yes, ​there ​are ​concerns ​that ​maybe ​we ​don’t ​have ​the ​teachers, ​but ​we ​have ​to ​develop ​them,” he says, adding that Resolute ​is ​taking ​​teachers ​through ​teacher ​training and ​professional ​development, ​to give them the ​resources ​to act as ​​facilitators ​in ​the ​classroom.

“Worcester Primary School, a government school, won our​ most innovative school of the year award, and ​the ​reason ​they ​won ​is ​because ​they ​used ​scarce ​resources ​to ​compete ​at ​the ​top ​level. But we ​need ​political ​will, ​we ​need ​leadership, ​and ​we ​need ​to ​get ​our ​priorities ​right.

​“This ​wave ​is ​happening ​inevitably. Whether ​we ​ride ​it ​or ​choose ​for ​it ​to ​knock ​us ​over – ​we ​get ​to ​choose. ​So ​we ​have ​to ​prioritise ​​a ​focus ​on ​grassroots ​upliftments ​of ​our ​people ​and, ​critically, ​on education. We ​have ​a ​tough ​time ​ahead ​of ​us​ ​if ​we ​don’t, ​because ​all ​of ​the ​constraints ​are ​going ​to ​stifle ​innovation, ​and ​that’s ​going ​to ​affect ​every ​single ​person ​in ​our ​country.” ​

​Huge mind shift is required

This requires a huge mind shift away from scarcity to abundance, to embrace change and not fear it. To think big and not small.

“Scarcity ​is ​extremely ​stressful. ​We ​see ​it ​manifesting ​all ​over ​our ​country. ​And ​this ​is ​something ​to ​be ​solved ​because ​abundance ​can ​be ​ushered ​in. ​If ​we ​allow ​it, ​we ​can ​flourish, ​we ​can ​solve ​our ​local ​problems.

“There ​is ​a ​very ​exciting ​angle ​to ​all ​of ​this, ​but ​what ​we ​must ​learn ​to ​do ​as ​a ​species ​is ​to ​work ​with ​our ​negativity ​bias, ​which ​is ​something ​in ​our ​brains, ​not ​in ​the ​AI. ​We ​are ​inherently ​negative. ​So, ​we ​will ​see ​this ​tool ​that ​comes ​out ​and ​we ​will ​be ​concerned ​that ​it ​has ​bias. ​We ​lack ​the ​opportunity ​to ​see that ​we ​can ​take ​it ​and ​modify ​it, ​and ​we ​don’t ​have ​to ​spend ​all ​that money ​that ​was ​originally ​used ​to ​train ​it.”

Open-source software is a key aspect of the ​democratisation of technology. There is a growing number of open-source programmes which means the technology will be available to everyone.

Pantanowitz believes that this will allow countries like South Africa and the rest of the continent to develop their own software by using country-relevant data without having to spend money on development.

“You ​can ​just ​download ​one ​for ​free ​on ​a ​normal ​computer – a ​laptop or ​even a ​desktop ​​that ​is ​a ​little ​old – ​and ​you ​can ​actually ​do ​something ​with ​it. ​In ​some ​cases, ​you ​can ​fine ​tune ​it, ​you ​can ​be ​creative ​about ​it, ​you ​can ​take ​it ​as ​an ​opportunity ​to ​make ​a ​change ​and ​then ​release ​your ​own ​model”.

A good analogy would be the development of generic medications which do not have to carry the massive development costs of the original medication.

Pantanowitz believes that ​another ​angle ​for ​Africa’s ​opportunity ​in ​research are our constraints. “Because ​we ​know ​we ​have ​constraints, ​so ​we ​might ​work ​within ​those ​constraints ​and ​maybe ​we’ll ​come ​up ​with ​a ​better way ​of ​doing ​efficient ​computing.

“We ​don’t ​know ​where ​this ​will ​lead ​us, ​but ​if ​we ​face ​this ​challenge ​with ​optimism ​rather ​than ​pessimism, ​it ​changes ​the ​face ​of ​everything.”

What should we be teaching our kids?

Technology is fast replacing human intelligence. Computers are scoring higher than academics on test papers and even in fields like psychology. I asked Pantanowitz what we should be teaching our children.

​Resilience

Change will be hard on some people. We need to build resilience in ourselves and our children so they can adapt to ​what’s ​going ​on ​in ​the ​world ​and ​thrive.

Know how to manage yourself

You are ​dealing ​with ​a ​whole ​human ​being ​and ​that ​person ​needs ​to ​be ​equipped ​with ​the ​basic ​skills ​to ​manage ​their ​own ​selves. These skills could ​include, ​​for ​instance, ​meditation ​or ​yoga ​or ​breath ​work ​– skills ​that ​can ​help ​them ​navigate ​a ​fast-changing ​world.

Problem-solving and communication

Problem -solving,​ communication, ​and the ​ability ​to ​troubleshoot are​ ​critical skills. You need ​the ​ability ​to ​approach ​something ​creatively ​when ​it’s ​a ​divergent ​or ​convergent ​problem, ​which ​means ​there is ​not ​necessarily ​​a ​definite ​answer. ​You must be ​able ​to ​tackle such a problem, ​and ​then ​​when you get ​to ​an ​answer, you must be able to ​assess ​it rationally ​and ​see ​if ​it ​makes ​sense – to think ​on ​a ​meta ​level ​about ​the ​trade-​offs ​between ​the ​solution ​you’ve ​produced ​​and ​other ​solutions ​that ​are ​possible, and to be ​able ​to ​select ​what ​is ​the ​best ​based ​on ​the ​situation ​and ​the ​trade -offs.

A good website to help you keep track of AI developments is singularityhub.com.

2 Comments

  1. Interesting that there is no mention in this article of the immense and unsustainable environmental impact of AI usage. We risk destroying our climate and resources for the sake of a technology which, so far, is achieving little except to enable the spread of scams and dangerous misinformation online.

    Reply
    • Good point and this was raised during the event. It has always been one of my big questions, but what I did not realise was how efficient the processing is becoming. They are able to process far more information at a much lower energy usage. But it is a concern and it will require new energy sources. Again, this is all part of the debate.

      Reply

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Maya Fisher-French author of Money Questions Answered

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