# Sunk Cost Related Articles

HTX News Center provides the latest articles and in-depth analysis on "Sunk Cost", covering market trends, project updates, tech developments, and regulatory policies in the crypto industry.

Silicon Valley Startup Guru Steve Blank: In the AI Era, Companies Over Two Years Old Should Start Over

Silicon Valley entrepreneur Steve Blank argues that startups founded over two years ago are likely operating with outdated business plans due to rapid AI-driven changes. He emphasizes that AI is reshaping development speed, team structures, pricing models, and competitive moats. Startups must reassess their strategies, as AI tools enable faster MVP development, shift bottlenecks from engineering to judgment and distribution, and transform software from user interfaces to outcome-driven agents. Hardware startups are also affected, with AI accelerating design testing and integration. Blank warns against sunk cost mentalities and urges founders to pivot using current tools and market realities to survive. Key shifts include moving from product-market fit to AI agent-customer outcome fit and embracing parallel development over traditional agile methods.

marsbit04/16 02:02

Silicon Valley Startup Guru Steve Blank: In the AI Era, Companies Over Two Years Old Should Start Over

marsbit04/16 02:02

Understanding Theory ≠ Gaining Profit: 5 Common Math Mistakes Made by Highly Intelligent People

In the article "Knowing Theory ≠ Earning Returns: 5 Common Math Mistakes Made by Highly Intelligent People," crypto KOL darkzodchi explores why many highly educated individuals struggle financially despite their intellectual prowess, while less academically trained traders often succeed. The author identifies five key cognitive errors: 1. **Pursuing Precision Over Action**: Smart people often delay decisions to seek perfect accuracy, underestimating the cost of delay. The solution is to set deadlines and prioritize timely action over exhaustive research. 2. **Finding Patterns in Noise**: Intelligent individuals tend to overfit models by detecting false patterns in random data. The remedy is to apply statistical corrections (e.g., Bonferroni) and avoid complex strategies prone to noise. 3. **Misapplying Diversification**: Diversification is useful without an edge but harmful when one has a genuine advantage. The Kelly Criterion suggests concentrating bets based on the strength of the edge. 4. **Anchoring to Irrelevant Numbers**: People often fixate on past prices or values, impairing rational decision-making. Asking "Would I buy this today?" helps ignore sunk costs. 5. **Confusing Understanding with Action**: Knowledge alone doesn’t yield results; action and consistency are crucial. Small, real-world bets bridge the gap between theory and practice. The author emphasizes that markets reward simplicity, speed, and execution over complexity and perfection. Intelligent individuals must adapt by embracing practical action rather than endless analysis.

marsbit03/14 14:58

Understanding Theory ≠ Gaining Profit: 5 Common Math Mistakes Made by Highly Intelligent People

marsbit03/14 14:58

When Crypto Faith Becomes the 'Plato's Cave' in Modern Investing

In "When Crypto Belief Becomes a Modern 'Plato's Cave'," the author reflects on how initial optimism in cryptocurrency has evolved into a "sunk cost trap," where past investments—whether financial, temporal, or emotional—keep individuals tethered to an ecosystem that may no longer serve their best interests. Drawing parallels to Plato’s allegory of the cave, the piece argues that many in crypto remain chained not by ignorance but by their accumulated stakes, mistaking shadows (past efforts) for reality. The author shares a personal journey from professional poker to crypto, illustrating how sunk costs—like a decade in poker—can create a "luxurious trap" that’s hard to escape. Despite crypto’s maturation (e.g., Bitcoin and Ethereum ETFs, Robinhood adopting blockchain tech), the landscape has shifted: traditional finance co-opts crypto innovations, and gains increasingly flow to insiders or equities rather than retail token holders. The article categorizes crypto adherents into four camps (pro-Bitcoin, pro-crypto, both, or neither) and further divides them based on belief in future upside. It suggests that only those fully convinced of crypto’s potential should devote all their time to it; others should diversify skills and consider exit strategies. The core message: don’t let sunk costs imprison you in a fading dream. Freedom lies in acknowledging when to step away and explore broader opportunities beyond the crypto.

比推12/12 14:10

When Crypto Faith Becomes the 'Plato's Cave' in Modern Investing

比推12/12 14:10

When Faith Becomes a Cage: The Sunk Cost Trap in the Crypto Era

In the crypto era, the "sunk cost trap" describes how past investments—whether in skills, relationships, or digital assets—can become psychological prisons that prevent people from moving on, even when they know their current path is no longer beneficial. The author reflects on personal experiences in poker and crypto, noting how early beliefs in Bitcoin and smart contracts have now materialized (e.g., Bitcoin ETFs, institutional adoption), yet many remain stuck due to emotional or financial commitments. The article categorizes crypto believers into four camps: Bitcoin-only (Green), crypto-but-not-Bitcoin (Red), both (Brown), and neither (White), each split into (a) those who still see upside and (b) those who don’t. Only true believers (e.g., Red (a)) should fully commit time and resources; others should diversify or plan exits. As crypto becomes mainstream (e.g., Robinhood using Arbitrum), opportunities may lie elsewhere (e.g., equities, AI). The key is to avoid mistaking sunk costs for future potential and to cultivate skills beyond crypto for a softer landing. Freedom requires courage to walk away from the "cave" of past investments.

深潮12/12 10:01

When Faith Becomes a Cage: The Sunk Cost Trap in the Crypto Era