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12 September 2024

Are fears of technological unemployment misdirected?

Filed under: culture, education, Events, politics — Tags: , , , , — David Wood @ 8:11 pm

The anxiety is very real. Globally, around 70% of the younger generation are worried about the impact AI will have on their job security.

These remarks were made by Ana Kreacic, Chief Knowledge Officer of management consultant firm Oliver Wyman, on the second day of the GAIN summit which I am attending in Riyadh.

(Click here for a recording of the live stream of all the Day 2 sessions from the main GAIN summit auditorium.)

Kreacic was part of an absorbing session entitled “The Future of Work: AI’s Role in Reskilling and Innovation”.

Kreacic went to share some more statistics. In Saudi Arabia, it is 69% of the younger generation who are worried about the impact of AI on their job security. Evidently, that figure is close to the global average. However, there’s a more significant difference when comparing the proportion of older workers who are concerned about the impact of AI on job security. Globally, that figure is 40%, since (according to Oliver Wyman), “senior employees may feel more secure in their careers because they believe AI will have less impact on higher-level employment”. But the same figure in Saudi Arabia is 59%. In other words, apprehension about job security exists more widely in the Saudi workforce.

However, the panellists were keen to dispel that apprehension. With appropriate actions, there would, they said, be plenty of opportunities for people to continue having good jobs. That’s despite an increasing adoption of AI within companies. Yes, jobs will change. But employees will be able to reskill, so that their careers can flourish.

According to these panellists, it is important to recognise that AI can assist the process of reskilling. Kreacic explained the ways in which AI is enabling personalized training. Rather than employees having to attend standard courses that only loosely match their individual requirements, AIs can provide training materials uniquely tailored (“hyper-targeted”) to each employee. Employees find these courses much more enjoyable, with high rates of knowledge retention long after the course has concluded. Moreover, employees will be able to tap into online training programs to acquire skills that aren’t core to their current roles, but which will be important in the positions into which they hope to move in the near future.

Another panellist, Abdulrahman Alhaqbani, a general manager at leading Saudi information services company stc, described how learning in the real world often involves a relationship between two humans – a mentor and a mentee. However, AI can assist here too, by identifying and recommending good mentor-mentee pairs, in a way similar to how various AI systems suggest other kinds of human relationships.

Nadeem Mazen, CEO of the full-service creative agency Nimblebot, foresaw AI enabling fast career progression of a different kind. Namely, a small group of people – perhaps just 4 or 10 people – with a new idea, some ambition and some curiosity, and with the help of AI, “could take on enormous incumbent brands”. Mazen said that we are entering “the heyday of the small firm”.

Najwa Alghamdi, Analytics Innovation Director at stc, spoke about “injecting into the current workforce digital co-workers” that handle the routine aspects of work tasks, resulting in huge boosts in productivity and efficiency. She said that employees were initially wary of these digital co-workers, but once they saw how well they worked in practice, the employees soon accepted the concept. Indeed, they started to propose additional parts of their existing work that could be handled by new co-created digital co-workers. One reason for the acceptance, Alghamdi emphasised, was that the co-workers had been designed to adhere to the principles of explainable AI.

Ramez El-Serafy, CEO of Flat6Labs, a leading seed and early stage venture capital firm operating in the Middle East and North Africa, described how they offer a learning platform to young founders and entrepreneurs. When they started using AI to create the content for these training programmes, they found it much more efficient and more readily adaptable. By using AI, the content of the courses can be updated as often as once each week.

Maan Al-Mulla, Director of Digital Transformation at Saudi Aramco, described the digital upskilling programmes that his team supervises. For example, the company has launched a “citizen development programme, that enables non-technical employees to develop their own applications and their own solutions using low-code and no-code platforms that are powered by AI”. As a result, the Aramco workforce is “more adaptive to any work change”. In summary, by embracing digital solutions and AI, the result is a smoother and faster transition.

A transition to what? Speakers on this panel, as well as on other panels throughout the event, seemed to share an assessment of the kinds of tasks which cannot be handled by AI:

  • Creativity
  • Critical thinking
  • Emotional intelligence
  • Strategic planning
  • Ensuring customer satisfaction.

Accordingly, worries about employees being pushed out of the workforce by increasing automation should be resisted. Instead of automation being a threat, it should be wisely embraced, and will result in lots of innovative work experiences.

Right?

But my analysis now contains two twists. The first of these twists was made by panellists throughout the day, but the second was raised less often in public discussions. Let’s take these twists one at a time.

Don’t fear automation; fear a stagnant culture

One problem with learning new types of skill is that we go back to being a beginner, and we are prone to make mistakes. For a while, we may become less productive. Our bosses may see us as, for a while, performing less well than in the past. As for ourselves, we may be unsure about how our identity is changing: we used to be such-and-such a kind of employee, but now we are becoming something quite different. We may feel awkward and unsure.

In other words, as well as the technical aspects of a new skill, needed for a change of work condition, there are human aspects. Without strong emotional intelligence, we may shirk from the change. Without supportive management, we may feel pressured to give up the transition. Without appropriate metrics for our contributions in the workforce, the pressures will magnify to resist the change.

That’s why corporate culture plays a large part in whether reskilling is successful. Or, if we are unlucky enough to have unsympathetic bosses or colleagues at work, we need to find emotional support from other parts of our network of relationships – such as family, friends, or mentors.

On these points, Ana Kreacic of Oliver Wyman had a positive message to share: If a company can create the right culture – where it’s OK for people to test things out, spend some time learning, and fail several times in the process – then that company will drive innovation, with employees being willing to experiment.

This is a subject I often address in my own presentations to clients, where I warn about failures, not just of individual career transition, but of companies that are unable to respond to disruptive trends, or indeed of whole nations whose prior culture, processes, and infrastructure are unsuited to changed global conditions. For example, here’s one of the slides I sometimes use.

The takeaway at this point is that employees should stop worrying about AI and automation, but should worry instead about whether the culture in which they operate will be conducive to the kinds of adaptions that AI and automation will necessitate.

But as I suggested above, that’s not yet the end of this analysis. There’s one more twist.

Don’t fear automation; fear bad politics

I can’t remember which panellist said it – probably in a session in one of the breakout rooms around the venue – but it was an important point. IT workers will soon become increasingly unionised.

Why so? Because, despite the positive thoughts offered above, IT workers will soon find their entire jobs under increasing pressure from automation.

That’s not from today’s automation – the “AI Now” part of the theme of the GAIN summit – but from the AI of a few years in the future – “AI Next”.

Look again at the kinds of task listed above, which supposedly cannot be handled by AI. In each case, there is already evidence that AI is well on the path to performing these tasks just as well as humans:

  • Creativity is often displayed by generative AI, although at present it needs good prompts from human operators
  • Critical thinking can arise in large language models in response to instructions to “think step by step”, and is likely to be a standard feature in forthcoming AI systems
  • Artificial emotional intelligence has a vast field of research all to itself – often called “affective computing”
  • Strategic planning is shown by the ability of various AIs to outplay humans in increasingly complex games of strategy
  • Customer satisfaction has many aspects to it, and arises by a combination of all the above traits.

Indeed, toward the end of the panel mentioned above, Nadeem Mazen of Nimblebot remarked that chatbots like ChatGPT can already provide employees with some of the psychological assistance that we previously looked to human colleagues to provide. (“It’s almost spooky”, Mazen mused.)

In short, even the work tasks which are claimed to lie outside the reach of today’s robots and AIs, are likely to come within the expanded reach of automation in the relatively near future.

Perhaps you don’t believe my claim here. In that case, I ask you to dip into my recent essay “Six possible responses as the Economic Singularity approaches”, where the section entitled “Disbelief” offers more analysis in support of my claim.

That same essay also makes the case that the best response to this forthcoming wave of job losses isn’t to resist them, but is to accelerate an enhancement of the way the entire economy is run. This enhancement will involve a redistribution of the bountiful fruits of automation so that everyone in society benefits.

The takeaway at this point of my argument is that employees should stop worrying about AI and automation, but should worry instead about whether the political setup in their country is preparing for this kind of significant redistribution as part of a revised social contract.

It’s for this reason that the slide in my presentations on “The 7 most important characteristics for success over the next 3-5 years” gives special prominence to the skill area of “Politics”:

  • Building and managing coalitions
  • Agile regulations & incentives
  • Revised social contract

Happily, in my discussions with senior AI leaders in Saudi Arabia over the last three days, it’s my impression that they already have a good understanding of these points. I’ll say more about that in a forthcoming article.

Footnote: Patrick Linnenbank, Partner at management consulting firm Arthur D. Little, deserves a big shout-out for his skill in moderating the above panel discussion.

10 September 2024

A disruption in the international AI landscape?

Filed under: AGI, Events, music — Tags: , , , , , , , — David Wood @ 10:29 pm

In the years ahead, which countries will have the biggest impact on the development and deployment of AI?

The two most common answers to that question are the USA and China. Sometimes people put in a word for the EU or India – or the UK, Canada, Israel, or Korea.

Well, in one possible future scenario, another country may power forward to join this group of the biggest AI influencers – and, in the process, might disrupt the international AI landscape.

The country in question is the one where I’ve been for the last 24 hours, and where I will stay for two more days, namely, Saudi Arabia.

I’m attending the GAIN summit in Riyadh. The ‘GAI’ of “GAIN” stands for Global AI. The ‘N’ has a triple meaning: Now, Next, Never.

To quote from the event website:

  • AI Now: How are the AI leaders of the world today deploying, scaling, and leveraging the technology?
  • AI Next: What does the future of AI look like and how will it impact people, businesses and government organizations?
  • AI Never: How do we ensure that the future we design is one that we want to live in and not a dystopian sci-fi?

The ‘A’ in GAIN could plausibly also stand for “ambition”, as the organizers have high ambitions. To quote again from the event website:

The Global AI Summit is the leading platform for advancing the global discussion on AI, where visionary experts, academics, corporates, and policymakers converge from every part of the world to shape the future of artificial intelligence for the good of humanity.

Of course, it’s one thing for a country to express big ambitions to play a leading role in the future of AI. It’s quite another thing to make significant steps toward that ambition. Therefore, as I approached the event, I didn’t know what to think.

Indeed, it was my first visit to Saudi Arabia. I found myself reminded of my first visit to China, way back in October 2002. On that occasion, I was representing Symbian, at what was described as the first UK-China CEO Forum. I recently came across a photo of that event – where my hair was a brighter shade of red than in more recent times!

In both cases – my first visit to China, and my first visit to Saudi Arabia – I was unsure what to expect. It turned out that Shanghai was a bustling metropolis, with gleaming shops and a lively entrepreneurial spirit. The Chinese people I met were dressed nothing like the Chairman Mao suits that I had remembered reading about in my schooldays, and were impressively knowledgeable about technology and business. That visit was to be the first of many I would make in the following years, as Chinese companies steadily became more powerful players on the world stage.

That was 2002. What about my experience in the last 24 hours, in 2024, in Riyadh?

Part of the answer lies in numbers:

  • Over 450 speakers, spread over multiple parallel tracks
  • The speakers represented more than 100 different countries
  • Over 32,000 attendees expected during the three days.

These numbers are all significant steps up from the corresponding numbers from the two previous occasions this summit has been held, in 2020 and 2022.

The speakers include a host of prominent leaders from business and technology worldwide. Some examples:

  • Julie Sweet, the Chair and CEO of Accenture
  • Cristiano Amon, the President and CEO of Qualcomm
  • Marc Raibert, the Founder of Boston Dynamics
  • Martin Kon, the President and COO of Cohere
  • Brian Behlendorf, the Chief AI Strategist of the Linux Foundation
  • Nick Studer, the President and CEO of Oliver Wyman Group
  • Matthew Kropp, the CTO and Managing Director of Boston Consulting Group
  • Alan Qi, the President of Huawei Cloud
  • Yuwon Kim, the CEO of Naver Cloud
  • Caroline Yap, the Global Managing Director of Google Cloud.

Multiple segments of society in Saudi Arabia were well represented too – including an impressive number of adept, articulate women leaders, who had some fascinating pieces of advice.

With so many speakers, it is perhaps inevitable that some speeches fell flat – especially several of the ones about the governance of AI, where the conversations seemed to be going round in circles, with little appreciation of what I see as the risks of catastrophic harm if next generation AI is mishandled. However, the technical talks were generally compelling.

I particularly liked the talks by Andrew Feldman, Co-founder and CEO of Cerebras Systems, and Jonathan Ross, Founder and CEO of Groq. These two companies each position themselves as disruptors of the GPU market, and, hence, as potentially overtaking Nvidia. Instead of GPUs, or the TPUs developed by Google, they have created LPUs (Language Processing Units) in the case of Groq, and waferscale AI chips in the case of Cerebras. Both companies claim notable improvements in speed over previous AI chip configurations. I heard the phrase “like ChatGPT but insanely fast”.

Both Cerebras and Groq emphasized close partnerships with Saudi Arabia. Andrew Feldman of Cerebras described a special collaboration with KAUST (King Abdullah University of Science and Technology). And Jonathan Ross of Groq appeared on stage alongside Tareq Amin, the CEO of Aramco Digital. Ross gave three reasons for their company investing strongly in the country:

  • The abundance of energy resources in the country
  • The good business environment, that encourages and supports this kind of partnership
  • The geographical location, close to three different continents, so that the resulting high-performance AI cluster could serve the needs of up to four billion people.

It was while listening to these two talks that the Saudi ambition to become a global leader in AI started to become more credible in my mind.

I had already seen the strong enthusiasm in large numbers of Saudi delegates at the event. They were avidly leaning forward in their seats, to capture as much as possible of the advice being provided on the various stages. It seems that the country is aware of the need to transition away from reliance on the oil industry, and instead to actively participate in shaping the global AI marketplace.

There were many other talks and panels which left me with new ideas to consider. For example, I wished that Marc Raibert, the Founder of Boston Dynamics, could have had more time to develop his fascinating ideas further. He made the case that true intelligence involves an interactive combination of cognitive intelligence (“what’s going on in our heads”) and athletic intelligence (“what’s going on in our bodies”). That explanation formed the backdrop for the progress made by Boston Dynamics over the years, with robots such as Spot (commercially significant “today”), Stretch (“tomorrow”), and Atlas (“future”). In addition to his role at Boston Dynamics, Raibert is also the Founder and Executive Director of the AI Institute, whose website proudly reports that “The AI Institute aims to solve the most important and fundamental problems in robotics and AI”. As I said, I wish he had more time to continue talking about that work.

Earlier in the day, I watched a fascinating six-way round-table discussion on the subject “Hallucinations and Confabulations: when chatbots go rogue”, with speakers from Kearney, Mozn, Saudi Aramco, Vectara, KAUST, and INF, who each had long careers as experts in various aspects of AI. The discussion went on for 90 minutes, but I would have been happy for it to continue longer, as it had lots of good-spirited clashes of ideas about the strengths and weaknesses of large language models, and possible approaches to add fact-checking components into the AI systems of the near future. One of the speakers, Amr Awadallah of Vectara, boldly predicted that AGI would exist by 2028. Part of his reasoning was his argument that ongoing improvements in RAG (Retrieval Augmented Generation) were steadily reducing the prevalence of hallucinations in the content being generated.

That kind of awareness of potential dramatic improvements in AI capability by 2028 was, sadly (to my mind) missing from what many of the speakers in other sessions were assuming. These other speakers were focused, in effect, on the “Now” of AI, and didn’t foresee many real changes for “AI Next” any time soon. Frankly, if they keep thinking that way, they’re likely to be disrupted themselves. Anyway, this issue is something I hope will feature again in the sessions on days two and three of this year’s GAIN. I look forward to these days with great interest.

I’ll end at the beginning. The day started with an artistic performance, symbolizing the sequential creation of ANI (Artificial Narrow Intelligence), AGI (Artificial General Intelligence), and then ASI (Artificial Super Intelligence). The narrator offered a positive vision of a beneficial relationship of humanity and superintelligence: “There will be no more confusion, and a golden age of progress will flourish, where men and machines, united by an unprecedented alliance, will walk together toward a destiny of glory and happiness”.

Having come to life, the ASI spoke to a young boy, who was a representative of humanity, saying “I am your new avatar, and I will become your best friend”.

In response, the boy started singing what was said to be his favourite song. The music was increasingly stirring and the singing increasingly dramatic. Given the location, Riyadh, I could hardly believe what I was hearing:

Imagine there’s no heaven
It’s easy if you try
No hell below us
Above us, only sky
Imagine all the people
Livin’ for today
Ah

Imagine no possessions
I wonder if you can
No need for greed or hunger
A brotherhood of man

Imagine all the people
Sharing all the world

You may say I’m a dreamer
But I’m not the only one
I hope someday you’ll join us
And the world will live as one

The words and music of John Lennon’s “Imagine” have graced numerous stages over the decades, but somehow, for me, this was particularly evocative.

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