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The Unicorn Mirage: When 'Fake It Till You Make It' Becomes a Felony

  • KIVILCIM CAYLI
  • Feb 13
  • 4 min read

A Survival Guide for Venture Capital: How to Protect Yourself from Founder Fraud

Who will win? Private Equity investing in AI infrastructure or Venture Capital investing in AI itself?
The Unicorn Mirage: When 'Fake It Till You Make It' Becomes a Felony

“The Next Big Thing” or Just a Big Illusion?


“Economics is not about how you want people to behave, but how they actually behave”. This is one of my favourite quotes. Every VC and PE investor operates in an environment that is structurally open to fraud. This isn’t an exaggeration, but the mathematical reality of how startup financing works.


Founders face existential pressure to demonstrate growth and secure successive funding rounds to survive, which research confirms frequently drives them toward questionable or fraudulent activities to meet milestones. The flow of venture capital creates deployment pressure that weakens investor standards as funds rush to put money to work. When desperate founders meet eager investors, the risk of fraud skyrockets.


The evidence is overwhelming that fraud isn’t exceptional but systemic. Theranos raised over $700 million and achieved a $9 billion valuation despite having literally zero working technology. WrkRiot CEO pleaded guilty to defrauding employees. Cancer Check Labs replicated the exact Theranos playbook a decade later. The pattern repeats: charismatic founders make bold scientific or commercial claims without peer-reviewed or data-based evidence, assemble prestigious boards whose reputations substitute for validation, and exploit regulatory gaps in emerging technology sectors.



In today’s environment of relative capital abundance versus scarcity of investable companies, unfortunately, most investors are not “masters” but “prey.” Disasters like Theranos or FTX are not exceptions; they are systemic poisonings that occur where the pressure to deploy capital quickly meets the founder’s charisma. This guide serves as a technical and psychological armor to protect you from becoming the next victim of the “big illusion.”


Five Critical Lessons to Protect Your Investment


Capital Abundance and “Money Deployment Pressure” Are a Trap


Trust Independent Scientific Validation, Not Charisma


In the Theranos case, the presence of heavyweight names like Henry Kissinger and James Mattis on the board led to prestige replacing technical evidence. However, prestige does not fix a broken technology. Google Ventures escaped this disaster by simply sending one of its employees to Walgreens to conduct the test themselves; that is, they trusted the field, not charisma.


The response ‘we can’t provide technical details’ is definitely a red flag and can be grounds to cancel the investment immediately, regardless of the founder’s last name or the weight of the names on the board.


Even the most technically savvy investors can fall prey to a scam, as the Builder.ai case demonstrated.


The Dark Side of “Founder-Friendly” Structures


“Founder-friendly” models that have emerged in competitive markets have crippled traditional oversight mechanisms. Elizabeth Holmes’ structure granting 100 votes per share or absolute control at FTX have eliminated the checks and balances system. The fact that so-called “unicorn” companies, currently valued at over $1 billion, remain private for a very long time before going public leads to a departure from public oversight and the transparency requirements of institutions such as the SPK/SEC. Fraud thrives in these “dark rooms,” feeding on the lack of oversight.


The “Fake It Till You Make It” Culture and Corrupted Entrepreneurship


The “fake it till you make it” mentality has blurred the line between visionary thinking and criminal activity. In the latest event, Gokce Guven, the founder and CEO of Kalder Inc., was charged with defrauding “Seed Round” investors of $7 Million, building her seed round on fake revenue, inflated brand partnerships, and fabricated documents. A culture that considers skipping university classes for the sake of “creativity” or “advising” how to deceive investors by “polishing financials” normalizes lying. Investors must distinguish between “ambition” and “deliberate lies” with legal precision.


Rigorous Due Diligence and Red Flag Protocols


Research data is clear: those who spend hours conducting in-depth research on a venture earn much higher returns than those who do not. Due diligence on not only technology but also on commerce, finance, business, and sustainability is essential. Then, continuous monitoring should not stop at the end of the day the investment is made; it shall continue throughout the life of the investment. One should consider ceasing the process immediately when the following or similar red flags appear:


  • Inconsistencies in financial data and aggressive/defensive responses,

  • Missing signatures and documentation stated “to be completed later”,

  • Restricted direct access to customer references,

  • Unexplained gaps or “unlearned lessons” related to past failures,

  • “I already know this, and everything is okay, just give me the money” approach.



Golden Rules for Due Diligence


Financial Forensic Accounting: Verify not only projections but also revenue quality and cash burn rate using independent forensic accounting methods.


Tax and Compliance: Confirm the validity of all tax issues and liabilities through official channels.


Legal Armor: Scrutinize incorporation documents and intellectual property (IP) ownership; look for “hidden” disputes, not just “potential” lawsuits or contingencies.


HR and Entitlement: Check employment contracts and share vesting plans individually; verify the loyalty of key personnel.


Asset Verification: Check property rights and any liens or encumbrances on assets through registry records.


Technology Check: Have technology tested in an independent expert “sandbox” environment, not in a demo controlled by the founder.


Product Capacity Testing: Discard marketing claims. Independently test the product with real users in the most challenging scenarios.


Marketing and Sales Metrics: Analyze KPIs such as customer acquisition costs (CAC) and user churn using raw data, without allowing manipulation.


Founder Background: Don’t just look at the facts on paper; verify them directly. Talk to former employers and investors, and never neglect criminal records.


Professional Assistance: Seek professional assistance for the skills required in the process, but not available in your organization.



The Investor Effect


In the investment world, due diligence is not just paperwork; it is the art of survival in a wild ecosystem. Transferring capital to a founder is not just a financial risk; it is a signal for your future investees and co-investors. “The quality of the first cheque” may be a repellent or an attraction for the rest.


Due diligence is more than just protecting capital, either; it is the duty to rid the innovation ecosystem of fraudsters. The era of passive board membership and “proxy due diligence” is over.

In a world where Sam Bankman-Fried received a 25-year sentence and Elizabeth Holmes received an 11-year sentence, negligence is not a mistake; it is a choice.


(C) 2026 - KIVILCIM ÇAYLI



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