Entrepreneurs create value by converting "Knightian uncertainty" (known possibilities, unknown probabilities) into quantifiable risk. They test hypotheses—like whether people will use Airbnb—to resolve the unknown probabilities, which is a fundamentally different skill from simply managing known risks.
IQ and EQ excel within a stable system, but Adaptability Quotient (AQ) is the crucial, learnable skill for recognizing when the entire system or framework has changed. It's the ability to learn, unlearn, and remap your thinking, which is essential for navigating the current technological regime shift.
Unlike prior technologies that were fixed tools, AI is a generative system that participates in creating knowledge and meaning. This creates a "post-human-only narrative world." Viewing AI as just another tool in the fourth industrial revolution misses its system-level impact on business, careers, and society.
SaaS businesses thrived by organizing newly abundant information. AI now makes the creation and organization of software itself abundant, driving its cost to zero. This commoditization of the core value proposition of many SaaS companies makes them a poor venture investment category going forward.
The massive capital required for AI compute and energy attracts non-traditional investors like hedge funds and private equity. They structure complex debt and asset-backed deals, altering the capital stack beyond simple equity and creating a new competitive landscape that traditional venture capital firms must adapt to.
Traditional asset allocation buckets (e.g., VC, public equity) are obsolete artifacts of a prior, stable system. In a regime change, investors should instead map top-down themes like AI or synthetic biology and then find the best investment expression, regardless of whether it's public, private, debt, or equity.
TVPI is a paper mark, but DPI (Distributions to Paid-In Capital) is the tangible conversion of uncertainty into cash. It serves as a real, realized mark that validates a VC's process for navigating an uncertain hypothesis, resolving it, and returning capital to investors, proving their model works.
As AI makes knowledge costless and ubiquitous, the critical differentiator for humans becomes agency: the active desire and ability to choose your own path. Passively accepting AI-generated answers leads to cognitive atrophy; cultivating personal choice and judgment is the key to remaining valuable.
The perceived supply overhang from massive IPOs like SpaceX is overstated. A large portion of shares will be held by insiders like Elon Musk and passive funds, not actively traded. The actual liquid, tradable float will be a fraction of the total market cap, making it manageable for public markets to absorb.