Despite the focus on LTCM being 'too big' or 'too leveraged' in 1998, the capital deployed in similar relative-value strategies today is 10 to 100 times larger, suggesting the industry has amplified, not learned from, the systemic risks of scale and leverage.

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Today's market structure, dominated by High-Frequency Trading (HFT) firms, is inherently fragile. HFTs provide liquidity during calm periods but are incentivized to withdraw it during stress, creating "liquidity voids." This amplifies price dislocations and increases systemic risk, making large-cap concentration more dangerous than it appears.

The dominant strategy of investing huge sums into companies believed to be generational outliers has a critical failure mode: it can destroy viable businesses. Not every market can absorb hyper-growth, and forcing capital into a 'pretty good' company can lead to churn, stalls, and ultimately, a ruined asset.

The private equity market is following the hedge fund industry's maturation curve. Just as hedge funds saw a consolidation around large platforms and niche specialists, a "shakeout" is coming for undifferentiated, mid-market private equity firms that lack a unique edge or sufficient scale.

The greatest systemic threat from the booming private credit market isn't excessive leverage but its heavy concentration in technology companies. A significant drop in tech enterprise value multiples could trigger a widespread event, as tech constitutes roughly half of private credit portfolios.

The most under-discussed lesson from the LTCM collapse was not firm-level leverage, but the personal failure of its partners to apply a robust risk framework (like expected utility) when deciding how much of their own wealth to invest in their fund.

A new risk is entering the AI capital stack: leverage. Entities are being created with high-debt financing (80% debt, 20% equity), creating 'leverage upon leverage.' This structure, combined with circular investments between major players, echoes the telecom bust of the late 90s and requires close monitoring.

Contrary to fears of a frothy market, current M&A and LBO activity is more conservative than the 2007 era. A key difference is that today's deals involve a substantially higher amount of equity contribution from buyers, making them structurally less risky than those seen before the financial crisis.

For a multi-trillion dollar manager, agility isn't about small trades but leveraging scale for superior market access and research. The key is acting early to identify risks or opportunities before liquidity dries up, effectively using information advantages to front-run market stress.

Since 2022, highly leveraged hedge funds have bought 37% of net long-term Treasury issuance. This concentration makes the world’s most important market exceptionally vulnerable, as any volatility spike could trigger forced mass selling (degrossing) from these funds.

The failure of Long-Term Capital Management, run by Nobel laureates, serves as a stark reminder that extreme intelligence doesn't prevent catastrophic failure. A Goldman Sachs quant observing the crisis was struck by how the failed partners were intellectually superior to their rescuers, highlighting the limits of raw intellect in markets.

Modern Hedge Funds Deploy 100x LTCM's Capital, Ignoring Its Core Lessons | RiffOn