Contrary to popular belief, the primary edge in HFT comes from exploiting the physical and regulatory structure of markets, not from discovering complex financial patterns. Speed is the main tool used for this structural exploitation, prioritizing infrastructure over algorithmic genius.

After the 2008 crisis, 95% of new hedge fund allocations went to firms with over $5B AUM. This made organic growth for smaller managers nearly impossible. Acquiring other GPs became the only viable strategy to achieve necessary scale, track records, and LP relationships.

The venture capital industry was transformed by two parallel forces post-financial crisis. Crossover funds brought a hedge fund-style intensity and speed, while founder-led firms like a16z brought an entrepreneurial metabolism. This dual injection of urgency permanently changed the pace and nature of venture investing.

Unlike bureaucratic banks, small, founder-led HFT firms have flat structures that enable extreme agility. A trader can use a personal credit card to buy a faster server and deploy it in days, a process that would take a large bank over six months to approve and execute.

The explosion in the number of solo GPs and small VC funds is not primarily fueled by institutions, but by a growing pool of individual and high-net-worth capital. This new LP base will demand fund structures with better liquidity and less administrative burden.

To maintain product focus and avoid the 'raising money game,' the founders of Cues established a separate trading company. They used the profits from this successful venture to self-fund their AI startup, enabling them to build patiently without being beholden to VC timelines or expectations.

The initial capital for a new fund-of-funds doesn't come from cold outreach to institutions. The process mirrors an emerging VC's first fundraise, relying on a personal network of operators, VCs, and high-net-worth individuals who already believe in the founder. The strategy is to work the existing network outward, not pitch institutions from day one.

By being the first clients for "invest-tech" and alternative data companies, hedge funds are training technologists to identify market inefficiencies. This process will ultimately commoditize their unique edge and lead to their disruption.

The ultimate advantage in asset management, used by Warren Buffett and Bill Ackman, is 'permanent capital.' This structure, often a public company, prevents investors from withdrawing funds during market downturns. It eliminates the existential risk of forced selling that plagues traditional hedge funds.