ARTIFICIAL INTELLIGENCE
An AI-native strategy firmGlobal Advisors: a consulting leader in defining quantified strategy, decreasing uncertainty, improving decisions, achieving measureable results.
A Different Kind of Partner in an AI World
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consulting
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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.
Our latest
Thoughts
Podcast – The Real AI Signal from Davos 2026
While the headlines from Davos were dominated by geopolitical conflict and debates on AGI timelines and asset bubbles, a different signal emerged from the noise. It wasn’t about if AI works, but how it is being ruthlessly integrated into the real economy.
In our latest podcast, we break down the “Diffusion Strategy” defining 2026.
3 Key Takeaways:
- China and the “Global South” are trying to leapfrog: While the West debates regulation, emerging economies are treating AI as essential infrastructure.
- China has set a goal for 70% AI diffusion by 2027.
- The UAE has mandated AI literacy in public schools from K-12.
- Rwanda is using AI to quadruple its healthcare workforce.
- The Rise of the “Agentic Self”: We aren’t just using chatbots anymore; we are employing agents. Entrepreneur Steven Bartlett revealed he has established a “Head of Experimentation and Failure” to use AI to disrupt his own business before competitors do. Musician will.i.am argued that in an age of predictive machines, humans must cultivate their “agentic self” to handle the predictable, while remaining unpredictable themselves.
- Rewiring the Core: Uber’s CEO Dara Khosrowshahi noted the difference between an “AI veneer” and a fundamental rewire. It’s no longer about summarising meetings; it’s about autonomous agents resolving customer issues without scripts.
The Global Advisors Perspective: Don’t wait for AGI. The current generation of models is sufficient to drive massive value today. The winners will be those who control their “sovereign capabilities” – embedding their tacit knowledge into models they own.
Read our original perspective here – https://with.ga/w1bd5
Listen to the full breakdown here – https://with.ga/2vg0z

Strategy Tools
PODCAST: Effective Transfer Pricing
Our Spotify podcast discusses how to get transfer pricing right.
We discuss effective transfer pricing within organizations, highlighting the prevalent challenges and proposing solutions. The core issue is that poorly implemented internal pricing leads to suboptimal economic decisions, resource allocation problems, and interdepartmental conflict. The hosts advocate for market-based pricing over cost recovery, emphasizing the importance of clear price signals for efficient resource allocation and accurate decision-making. They stress the need for service level agreements, fair cost allocation, and a comprehensive process to manage the political and emotional aspects of internal pricing, ultimately aiming for improved organizational performance and profitability. The podcast includes case studies illustrating successful implementations and the authors’ expertise in this field.
Read more from the original article.

Fast Facts
Fast Fact: Great returns aren’t enough
Key insights
It’s not enough to just have great returns – top-line growth is just as critical.
In fact, S&P 500 investors rewarded high-growth companies more than high-ROIC companies over the past decade.
While the distinction was less clear on the JSE, what is clear is that getting a balance of growth and returns is critical.
Strong and consistent ROIC or RONA performers provide investors with a steady flow of discounted cash flows – without growth effectively a fixed-income instrument.
Improvements in ROIC through margin improvements, efficiencies and working-capital optimisation provide point-in-time uplifts to share price.
Top-line growth presents a compounding mechanism – ROIC (and improvements) are compounded each year leading to on-going increases in share price.
However, without acceptable levels of ROIC, the benefits of compounding will be subdued and share price appreciation will be depressed – and when ROIC is below WACC value will be destroyed.
Maintaining high levels of growth is not as sustainable as maintaining high levels of ROIC – while both typically decline as industries mature, growth is usually more affected.
Getting the right balance between ROIC and growth is critical to optimising shareholder value.
Selected News
Quote: Luis Flavio Nunes – Investing.com
“The crash wasn’t caused by manipulation or panic. It revealed something more troubling: Bitcoin had already become the very thing it promised to destroy.” – Luis Flavio Nunes – Investing.com
The recent Bitcoin crashes of 2025 and early 2026 were not random market events driven by panic or coordinated manipulation. Rather, they exposed a fundamental paradox that has quietly developed as Bitcoin matured from a fringe asset into an institutional investment vehicle. What began as a rebellion against centralised financial systems has, through the mechanisms of modern finance, recreated many of the same structural vulnerabilities that plagued traditional markets.
The Institutional Transformation
Bitcoin’s journey from obscurity to mainstream acceptance represents one of the most remarkable financial transformations of the past decade. When Satoshi Nakamoto released the Bitcoin whitepaper in 2008, the explicit goal was to create “a purely peer-to-peer electronic cash system” that would operate without intermediaries or central authorities. The cryptocurrency was designed as a direct response to the 2008 financial crisis, offering an alternative to institutions that had proven themselves untrustworthy stewards of capital.
Yet by 2025, Bitcoin had become something quite different. Institutional investors, corporations, and even governments began treating it as a store of value and portfolio diversifier. This shift accelerated dramatically following the approval of Bitcoin spot exchange-traded funds (ETFs) in major markets, which legitimised cryptocurrency as an institutional asset class. What followed was an influx of capital that transformed Bitcoin from a peer-to-peer system into something resembling a leveraged financial instrument.
The irony is profound: the very institutions that Bitcoin was designed to circumvent became its largest holders and most active traders. Corporate treasury departments, hedge funds, and financial firms accumulated Bitcoin positions worth tens of billions of dollars. But they did so using the same tools that had destabilised traditional markets-leverage, derivatives, and interconnected financial relationships.
The Digital Asset Treasury Paradox
The clearest manifestation of this contradiction emerged through Digital Asset Treasury Companies (DATCos). These firms, which manage Bitcoin and other cryptocurrencies for corporate clients, accumulated approximately $42 billion in positions by late 2025.1 The appeal was straightforward: Bitcoin offered superior returns compared to traditional treasury instruments, and companies could diversify their cash reserves whilst potentially generating alpha.
However, these positions were not held in isolation. Many DATCos financed their Bitcoin purchases through debt arrangements, creating leverage ratios that would have been familiar to any traditional hedge fund manager. When Bitcoin’s price declined sharply in November 2025, falling to $91,500 and erasing most of the year’s gains, these overleveraged positions became underwater.1 The result was a cascade of forced selling that had nothing to do with Bitcoin’s utility or technology-it was pure financial mechanics.
By mid-November 2025, DATCo losses had reached $1.4 billion, representing a 40% decline in their aggregate positions.1 More troublingly, analysts estimated that if even 10-15% of these positions faced forced liquidation due to debt covenants or modified Net Asset Value (mNAV) pressures, it could trigger $4.3 to $6.4 billion in selling pressure over subsequent weeks.1 For context, this represented roughly double the selling pressure from Bitcoin ETF outflows that had dominated market headlines.
Market Structure and Liquidity Collapse
What made this forced selling particularly destructive was the simultaneous collapse in market liquidity. Bitcoin’s order book depth at the 1% price band-a key measure of market resilience-fell from approximately $20 million in early October to just $14 million by mid-November, a 33% decline that never recovered.1 Analysts described this as a “deliberate reduction in market-making commitment,” suggesting that professional market makers had withdrawn support precisely when it was most needed.
This combination of forced selling and vanishing liquidity created a toxic feedback loop. Small selling moves produced disproportionately large price movements. When prices fell sharply, leveraged positions across the entire crypto ecosystem faced liquidation. On January 29, 2026, Bitcoin crashed from above $88,000 to below $85,000 in minutes, triggering $1.68 billion in forced selling across cryptocurrency markets.5 The speed and violence of these moves bore no relationship to any fundamental change in Bitcoin’s technology or adoption-they were purely mechanical consequences of leverage unwinding in illiquid markets.
The Retail Psychology Amplifier
Institutional forced selling might have been manageable if retail investors had provided offsetting demand. Instead, retail psychology amplified the downward pressure. Many retail investors, armed with historical price charts and belief in Bitcoin’s four-year halving cycle, began selling preemptively to avoid what they anticipated would be a 70-80% drawdown similar to previous market cycles.1
This created a self-fulfilling prophecy. Retail investors, convinced that a crash was coming based on historical patterns, exited their positions voluntarily. This removed the “conviction-based spot demand” that might have absorbed institutional forced selling.1 Instead of a market where buyers stepped in during weakness, there was only a queue of sellers waiting for lower prices. The belief in the cycle became the mechanism that perpetuated it.
The psychological dimension was particularly striking. Reddit communities filled with discussions of Bitcoin falling to $30,000 or lower, with investors citing historical precedent rather than fundamental analysis.1 The narrative had shifted from “Bitcoin is digital gold” to “Bitcoin is a leveraged Nasdaq ETF.” When Bitcoin gained only 4% year-to-date whilst gold rose 29%, and when AI stocks like C3.ai dropped 54% and Bitcoin crashed in sympathy, the pretence of Bitcoin as an independent asset class evaporated.1
The Macro Backdrop and Data Vacuum
These structural vulnerabilities were exacerbated by macroeconomic uncertainty. In October 2025, a U.S. government shutdown resulted in missing economic data, leaving the Federal Reserve, as the White House stated, “flying blind at a critical period.”1 Without Consumer Price Index and employment reports, Fed rate-cut expectations collapsed from 67% to 43% probability.1
Bitcoin, with its 0.85 correlation to dollar liquidity, sold off sharply as investors struggled to price risk in a data vacuum.1 This revealed another uncomfortable truth: Bitcoin’s price movements had become increasingly correlated with traditional financial markets and macroeconomic conditions. The asset that was supposed to be uncorrelated with fiat currency systems now moved in lockstep with Fed policy expectations and dollar liquidity conditions.
Theoretical Foundations: Understanding the Contradiction
To understand how Bitcoin arrived at this paradoxical state, it is useful to examine the theoretical frameworks that shaped both cryptocurrency’s design and its subsequent institutional adoption.
Hayek’s Denationalisation of Money
Friedrich Hayek’s 1976 work “Denationalisation of Money” profoundly influenced Bitcoin’s philosophical foundations. Hayek argued that government monopolies on currency creation were inherently inflationary and economically destructive. He proposed that competition between private currencies would discipline monetary policy and prevent the kind of currency debasement that had plagued the 20th century. Bitcoin’s fixed supply of 21 million coins was a direct implementation of Hayekian principles-a currency that could not be debased through monetary expansion because its supply was mathematically constrained.
However, Hayek’s framework assumed that competing currencies would be held and used by individuals making rational economic decisions. He did not anticipate a world in which Bitcoin would be held primarily by leveraged financial institutions using it as a speculative asset rather than a medium of exchange. When Bitcoin became a vehicle for institutional leverage rather than a tool for individual monetary sovereignty, it violated the core assumption of Hayek’s theory.
Minsky’s Financial Instability Hypothesis
Hyman Minsky’s Financial Instability Hypothesis provides a more prescient framework for understanding Bitcoin’s recent crashes. Minsky argued that capitalist economies are inherently unstable because of the way financial systems evolve. In periods of stability, investors become increasingly confident and willing to take on leverage. This leverage finances investment and consumption, which generates profits that validate the initial optimism. But this very success breeds complacency. Investors begin to underestimate risk, financial institutions relax lending standards, and leverage ratios climb to unsustainable levels.
Eventually, some shock-often minor in itself-triggers a reassessment of risk. Leveraged investors are forced to sell assets to meet margin calls. These sales drive prices down, which triggers further margin calls, creating a cascade of forced selling. Minsky called this the “Minsky Moment,” and it describes precisely what occurred in Bitcoin markets in late 2025 and early 2026.
The tragedy is that Bitcoin’s design was explicitly intended to prevent Minskyan instability. By removing the ability of central banks to expand money supply and by making the currency supply mathematically fixed, Bitcoin was supposed to eliminate the credit cycles that Minsky identified as the source of financial instability. Yet by allowing itself to be financialised through leverage and derivatives, Bitcoin recreated the exact dynamics it was designed to escape.
Kindleberger’s Manias, Panics, and Crashes
Charles Kindleberger’s historical analysis of financial crises identifies a recurring pattern: displacement (a new investment opportunity emerges), euphoria (prices rise as investors become convinced of unlimited upside), financial distress (early investors begin to exit), and finally panic (a rush for the exits as leverage unwinds). Bitcoin’s trajectory from 2020 to 2026 followed this pattern almost precisely.
The displacement occurred with the approval of Bitcoin ETFs and corporate treasury adoption. The euphoria phase saw Bitcoin reach nearly $100,000 as institutions poured capital into the asset. Financial distress emerged when DATCo positions became underwater and forced selling began. The panic phase manifested in the sharp crashes of late 2025 and early 2026, where $1.68 billion in liquidations could occur in minutes.
What Kindleberger’s framework reveals is that these crises are not failures of individual decision-makers but rather inevitable consequences of how financial systems evolve. Once leverage enters the system, instability becomes structural rather than accidental.
The Centralisation of Bitcoin Ownership
Perhaps the most damning aspect of Bitcoin’s institutional transformation is the concentration of ownership. Whilst Bitcoin was designed as a decentralised system where no single entity could control the network, the distribution of Bitcoin wealth has become increasingly concentrated. Large institutional holders, including corporations, hedge funds, and DATCos, now control a substantial portion of all Bitcoin in existence.
This concentration creates a new form of centralisation-not of the protocol itself, but of the economic incentives that drive price discovery. When a small number of large holders face forced selling, their actions dominate price movements. The market becomes less like a peer-to-peer system of millions of independent participants and more like a traditional financial market where large institutions set prices through their trading activity.
The irony is complete: Bitcoin was created to escape the centralised financial system, yet it has become a vehicle through which that same centralised system operates. The institutions that Bitcoin was designed to circumvent are now its largest holders and most influential participants.
What the Crashes Revealed
The crashes of 2025 and early 2026 were not anomalies or temporary setbacks. They were revelations of structural truths about how Bitcoin had evolved. The asset had retained the volatility and speculative characteristics of an emerging technology whilst acquiring the leverage and interconnectedness of traditional financial markets. It had none of the stability of fiat currency systems (which are backed by government power and tax revenue) and none of the decentralisation of its original design (which had been compromised by institutional concentration).
Bitcoin had become, in the words attributed to Luis Flavio Nunes, “the very thing it promised to destroy.” It had recreated the leverage-driven instability of traditional finance, the concentration of economic power in large institutions, and the vulnerability to forced selling that characterises modern financial markets. The only difference was that these dynamics operated at higher speeds and with greater violence due to the 24/7 nature of cryptocurrency markets and the absence of circuit breakers or trading halts.
The question that emerged from these crashes was whether Bitcoin could evolve beyond this contradictory state. Could it return to its original purpose as a peer-to-peer currency system? Could it shed its role as a leveraged speculative asset? Or would it remain trapped in this paradoxical identity-a decentralised system controlled by centralised institutions, a hedge against financial instability that had become a vehicle for financial instability?
These questions remain unresolved as of early 2026, but the crashes have made clear that Bitcoin’s identity crisis is not merely philosophical. It has material consequences for millions of investors and reveals uncomfortable truths about how financial innovation can be absorbed and repurposed by the very systems it was designed to challenge.
References
3. https://ca.investing.com/members/contributors/272097941/opinion/2
6. https://www.investing.com/members/contributors/272097941/opinion
7. https://www.investing.com/members/contributors/272097941
8. https://www.investing.com/analysis/cryptocurrency
10. https://www.investing.com/crypto/bitcoin/bitcoin-futures

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