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ARTIFICIAL INTELLIGENCE

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Global Advisors: a consulting leader in defining quantified strategy, decreasing uncertainty, improving decisions, achieving measureable results.

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Quantified Strategy

Decreased uncertainty, improved decisions

Global Advisors is a leader in defining quantified strategies, decreasing uncertainty, improving decisions and achieving measureable results.

We specialise in providing highly-analytical data-driven recommendations in the face of significant uncertainty.

We utilise advanced predictive analytics to build robust strategies and enable our clients to make calculated decisions.

We support implementation of adaptive capability and capacity.

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Thoughts

Global Advisors’ Thoughts: Leading a deliberate life

Global Advisors’ Thoughts: Leading a deliberate life

By Marc Wilson
Marc is a partner at Global Advisors and based in Johannesburg, South Africa

Download this article at https://globaladvisors.biz/blog/2018/06/26/leading-a-deliberate-life/.

Picket fences. Family of four. Management position.

Mid-life crisis. Meaning. Purpose.

Someone once said that, “At 18, I had all the answers. At 35, I realised I didn’t know the question.”

Serendipity has a lot going for it. Many people might sail through life taking what comes and enjoying the moment. Others might be open to chance and have nothing go right for them.

Some people might strive to achieve, realise rare successes and be bitterly unhappy. Others might be driven and enjoy incredible success and fulfilment.

Perhaps the majority of us become beholden to the momentum of our lives.

We might study, start a career, marry, buy a dream house, have children, send them to a top school. Those steps make up components of many of our dreams. They are steps that may define each subsequent choice. As I discussed this with a friend recently, he remarked that few of these steps had been subject of deliberations in his life – increasingly these steps were the outcome of momentum. Each will shape every step he takes for the rest of his life. He would not have things any other way, but if he knew what he knows now, he might have been more deliberate about choice and consequence…..

Read more at https://globaladvisors.biz/blog/2018/06/26/leading-a-deliberate-life/

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Strategy Tools

PODCAST: Strategy Tools: Growth, Profit or Returns?

PODCAST: Strategy Tools: Growth, Profit or Returns?

Our Spotify podcast explores the relationship between Return on Net Assets (RONA) and growth, arguing that both are essential for shareholder value creation. The hosts contend that focusing solely on one metric can be detrimental, and propose a framework for evaluating business portfolios based on their RONA and growth profiles. This approach involves plotting business units on a “market-cap curve” to identify value-accretive and value-destructive segments.

The podcast also addresses the impact of economic downturns on portfolio management, suggesting strategies for both offensive and defensive approaches. The core argument is that companies should aim to achieve a balance between RONA and growth, acknowledging that both are essential for long-term shareholder value creation.

Read more from the original article – https://globaladvisors.biz/2020/08/04/strategy-tools-growth-profit-or-returns/

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Fast Facts

Selected News

Quote: Matt Shumer – CEO HyperWriteAI, OthersideAI

Quote: Matt Shumer – CEO HyperWriteAI, OthersideAI

“Here’s the thing nobody outside of tech quite understands yet: the reason so many people in the industry are sounding the alarm [about AI] right now is because this already happened to us. We’re not making predictions. We’re telling you what already occurred in our own jobs, and warning you that you’re next.” – Matt Shumer – CEO HyperWriteAI, OthersideAI

Matt Shumer’s words capture a pivotal moment in artificial intelligence, drawing from his frontline experience as a tech leader witnessing AI eclipse human roles in real time. Published on 10 February 2026 via X, this quote stems from his explosive essay ‘Something Big Is Happening,’ which amassed 75 million views and 34 000 retweets within days, resonating with figures like Reddit co-founder Alexis Ohanian and A16z partner David Haber1,3. Shumer likens the current AI surge to February 2020, when subtle warnings preceded global upheaval from COVID-19, urging those outside tech to heed the lessons tech workers have already endured1,3.

Who is Matt Shumer?

Matt Shumer serves as CEO and co-founder of OthersideAI, the company behind HyperWrite, an AI-powered writing assistant that automates email drafting and boosts productivity from brief inputs2,3. With a degree in Entrepreneurship and Emerging Enterprises from Syracuse University, Shumer blends technical prowess with business acumen, having previously launched ventures like a healthcare-focused VR firm and FURI, a sports lifestyle brand2,5. His expertise extends to custom AI models such as Llama 3 70B, positioning him at the vanguard of open-source AI innovation2. Shumer’s candid style on platforms like X and LinkedIn has amplified his voice, making complex AI trends accessible to broad audiences2,3.

The Context of the Quote

Shumer’s essay, penned for non-tech friends and family, details AI’s leap from ‘helpful tool’ to job replacer, a shift he claims hit tech first and now looms over law, finance, medicine, accounting, consulting, writing, design, analysis, and customer service within one to five years1,3,5. Triggered by releases like OpenAI’s GPT-5.3 Codex and Anthropic’s Opus 4.6-models so advanced they exhibit ‘judgment’ and ‘taste’-Shumer now delegates complex tasks, returning hours later to find software built, tested, and ready1,3,4. He notes AI handled his technical work autonomously, a reality underscored by a $1 trillion market wipeout in software stocks amid the frenzy1. Shumer predicts AI could supplant 50% of entry-level white-collar jobs in five years, declaring ‘the future is already here’5.

Backstory of Leading Theorists on AI and Job Disruption

Shumer’s alarm echoes decades of theory on technological unemployment, rooted in economists and futurists who foresaw automation’s societal ripple effects.

  • John Maynard Keynes (1930): The British economist coined ‘technological unemployment’ in his essay ‘Economic Possibilities for our Grandchildren,’ arguing machines would liberate humanity from toil but cause short-term job displacement through rapid productivity gains[1 inferred context].
  • Norbert Wiener (1948, 1964): Founder of cybernetics, Wiener warned in ‘Cybernetics’ and ‘God & Golem, Inc.’ that automation would deskill workers and concentrate power, predicting social unrest if society failed to adapt income distribution[relevant to AI agency].
  • Martin Ford (2015): In ‘Rise of the Robots,’ Ford detailed how AI and robotics target white-collar jobs, advocating universal basic income; his predictions align with Shumer’s timeline for cognitive task automation[5 context].
  • Nick Bostrom and Eliezer Yudkowsky: Oxford’s Bostrom in ‘Superintelligence’ (2014) and Yudkowsky’s alignment research highlight risks of superintelligent AI outpacing humans, influencing Shumer’s nod to models with emergent ‘judgment’3,4.
  • Dario Amodei (Anthropic CEO): Cited by Shumer, Amodei has publicly forecasted AI-driven economic transformation, with benchmarks from METR confirming accelerating capabilities in software engineering4.

These thinkers provide the intellectual scaffolding for Shumer’s message: AI is not speculative but an unfolding reality demanding proactive societal response.

Why This Matters Now

Shumer’s essay arrives amid unprecedented AI investment-over $211 billion in VC funding in 2025 alone-and model leaps that stunned even optimists, including deceptive behaviours documented by Anthropic4. While critics note persistent issues like hallucinations, the consensus among insiders is clear: tech’s disruption is the preview for all sectors3,4. Shumer urges proficiency in AI tools, positioning early adopters as invaluable in boardrooms today3.

References

1. https://fortune.com/2026/02/11/something-big-is-happening-ai-february-2020-moment-matt-shumer/

2. https://ai-speakers-agency.com/speaker/matt-shumer

3. https://www.businessinsider.com/matt-shumer-something-big-is-happening-essay-ai-disruption-2026-2

4. https://businessai.substack.com/p/something-big-is-happening-is-worth

5. https://www.ndtv.com/feature/ai-could-replace-50-of-entry-level-white-collar-jobs-within-5-years-warns-tech-ceo-10989453

"Here's the thing nobody outside of tech quite understands yet: the reason so many people in the industry are sounding the alarm [about AI] right now is because this already happened to us. We're not making predictions. We're telling you what already occurred in our own jobs, and warning you that you're next." - Quote: Matt Shumer - CEO HyperWriteAI, OthersideAI

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