Featured deep analyses
14 cases carry full Tier 2 depth — timelines of evidence, named stakeholders with their positions, counterfactuals, and primary-source citations.
Lehman Brothers
Lehman Brothers Collapse
Excessive leverage combined with concentrated positions in illiquid assets creates existential risk that no amount of hedging can mitigate.
Bear Stearns
Bear Stearns Hedge Fund Collapse
Anchoring to historical default rates blinded managers to structural changes in the mortgage market.
JPMorgan Chase
JPMorgan London Whale Trading Losses
Risk models that can be manually overridden without independent review create dangerous blind spots.
Barings Bank
Barings Bank Collapse
Separation of duties between trading and settlement is a non-negotiable control; combining them invites fraud.
Long-Term Capital Management
Long-Term Capital Management Collapse
Quantitative models anchored to historical data fail catastrophically during regime changes and tail events.
Enron
Enron Accounting Fraud and Collapse
Boards that defer to charismatic executives without independent scrutiny become rubber stamps for fraud.
American International Group
AIG Credit Default Swap Crisis
Selling insurance without reserves against tail risk is a business model that guarantees eventual catastrophe.
Wirecard
Wirecard Accounting Fraud
Regulators who identify with the companies they oversee become enablers rather than watchdogs.
Credit Suisse
Credit Suisse Archegos Capital Losses
Revenue anchoring causes relationship managers to underweight risk signals when a client is highly profitable.
FTX
FTX Cryptocurrency Exchange Collapse
Authority bias toward charismatic founders can cause sophisticated investors to abandon basic due diligence.
Silicon Valley Bank
Silicon Valley Bank Collapse
Anchoring to a decade of near-zero interest rates caused management to treat rising rates as a temporary anomaly rather than a regime cha…
MF Global
MF Global Bankruptcy
A CEO's prior political stature and reputation can create authority bias that suppresses board-level risk oversight.
Wells Fargo
Wells Fargo Fake Accounts Scandal
Incentive structures that reward volume over quality create systemic pressure for misconduct at every organizational level.
Deutsche Bank
Deutsche Bank Mirror Trading Scandal
Status quo bias in compliance means that revenue-generating activities receive less scrutiny than they warrant.
Bernard L. Madoff Investment Securities
Bernie Madoff Ponzi Scheme
Authority bias can paralyze regulatory agencies when the subject of investigation holds industry prestige.
Eastman Kodak
Kodak Digital Camera Decision
Inventing a disruptive technology does not protect incumbents if loss aversion prevents them from commercializing it.
Nokia
Nokia Smartphone Market Collapse
Market dominance breeds overconfidence that blinds organizations to paradigm shifts happening in real time.
Blockbuster
Blockbuster Rejection of Netflix Partnership
Anchoring to an existing distribution model prevents incumbents from recognizing that convenience and technology will reshape customer ex…
Yahoo
Yahoo Rejection of Microsoft Acquisition
Anchoring to a higher internal valuation while the competitive landscape is deteriorating can destroy shareholder value.
Theranos
Theranos Fraudulent Blood Testing Technology
A prestigious board (Kissinger, Shultz, Mattis) without domain expertise creates authority bias without substantive oversight.
WeWork
WeWork Failed IPO and Valuation Collapse
Labeling a real estate company as a "technology" company to justify higher multiples is a form of framing bias that sophisticated investo…
Quibi
Quibi Streaming Platform Failure
Celebrity founder status can attract capital but does not validate a flawed product-market hypothesis.
Google+ Social Network Failure
Forcing user adoption through product integration is not a substitute for genuine product-market fit.
IBM
IBM Watson Health Strategic Failure
Marketing AI capabilities before the technology can reliably deliver creates a credibility gap that erodes customer trust.
Juicero
Juicero Press Failure
Overconfidence in Silicon Valley's "disrupt everything" mentality can lead investors to fund solutions searching for problems.
Merck
Vioxx Withdrawal
Selective perception of clinical trial data to support a desired safety narrative can cause widespread patient harm.
Purdue Pharma
Purdue Pharma OxyContin Marketing
Confirmation bias in interpreting addiction data allowed Purdue to maintain claims that contradicted real-world evidence for over two dec…
Johnson & Johnson
Johnson & Johnson Talc Powder Litigation
Status quo bias in legacy product lines can persist for decades when reformulation costs seem to outweigh uncertain litigation risk.
U.S. Department of Veterans Affairs
VA Health System Wait Time Scandal
When performance metrics become targets rather than measures, organizations optimize for appearance over outcomes.
BP
BP Deepwater Horizon Oil Spill
Schedule pressure ("the rig is $1M/day") creates cognitive misering that shortcuts critical safety analysis.
Volkswagen
Volkswagen Dieselgate Emissions Scandal
When senior leadership sets technically impossible targets, a culture of authority bias forces engineers to find illegitimate workarounds.
General Electric
GE Alstom Power Acquisition
Anchoring to historical gas turbine demand growth blinded GE to the accelerating energy transition.
Pacific Gas and Electric
PG&E Camp Fire Liability
Status quo bias in infrastructure maintenance means deferred spending accumulates as hidden risk until catastrophic failure.
Solyndra
Solyndra Bankruptcy
Overconfidence in a differentiated technology can blind investors to commodity price dynamics that undermine the value proposition.
NASA
NASA Space Shuttle Challenger Disaster
When engineers raise safety objections and management demands they "prove it is unsafe" rather than "prove it is safe," the burden of pro…
NASA
NASA Space Shuttle Columbia Disaster
Normalizing deviance by accepting prior foam strikes as evidence of safety rather than increasing risk is a hallmark of groupthink in eng…
Toys "R" Us
Toys "R" Us Bankruptcy
LBO debt structures can create sunk cost traps that prevent necessary pivots
Sears Holdings (Sears/Kmart)
Sears Holdings Collapse
Financial engineering cannot substitute for operational retail expertise
Bed Bath & Beyond
Bed Bath & Beyond Bankruptcy
Success at one company does not transfer automatically — context matters
MoviePass / Helios & Matheson
MoviePass Subscription Collapse
Unit economics must work before scaling
US Centers for Medicare & Medicaid Services (CMS)
Healthcare.gov Launch Failure
Large government IT projects need a single accountable integrator
US Department of Defense / Lockheed Martin
F-35 Joint Strike Fighter Cost Overruns
Concurrent development creates massive sunk cost traps when defects are found late
US Government (SIGAR oversight)
Afghanistan Reconstruction Failures
Institutional models cannot be transplanted without deep local adaptation
Archegos Capital / Credit Suisse / Nomura
Archegos Capital Management Collapse
Counterparty risk cannot be assessed without cross-broker visibility
Celsius Network
Celsius Network Bankruptcy
Yield promises create structural incentives for increasing risk
Greensill Capital
Greensill Capital Collapse
Supply chain finance against prospective receivables is unsecured lending in disguise
Zillow
Zillow iBuying Program Shutdown
ML model accuracy for estimation ≠ accuracy for buying decisions (asymmetric loss)
Peloton Interactive
Peloton Overexpansion and Demand Collapse
Pandemic demand must be modeled as a temporary shock, not a permanent shift
Rivian Automotive
Rivian Production Target Failures
EV manufacturing ramp rates cannot be benchmarked against software scaling curves
Washington Mutual
Washington Mutual Bank Failure
Recency bias from years of rising home prices created false confidence in perpetual appreciation
Continental Illinois National Bank
Continental Illinois Bank Bailout
Cognitive misering in loan participation reviews — accepting counterparty representations without independent analysis — creates hidden c…
Terraform Labs
Terra/LUNA Cryptocurrency Collapse
Algorithmic stablecoins without exogenous collateral are inherently fragile to reflexive death spirals
Three Arrows Capital
Three Arrows Capital Insolvency
Recency bias from crypto bull markets led to position sizing that assumed perpetual upward trends
London Capital & Finance
London Capital & Finance Fraud
Cognitive misering in regulatory oversight means complaints are processed bureaucratically rather than analytically
Carillion plc
Carillion Collapse
Optimism bias in contract accounting delayed loss recognition until positions were irrecoverable
HBOS (Halifax Bank of Scotland)
HBOS Reading Fraud
Authority bias toward a profitable branch manager prevented investigation of anomalous lending patterns
Amaranth Advisors
Amaranth Advisors Natural Gas Losses
Recency bias from Hunter's prior profitable natural gas trades led to risk limit increases rather than enforcement
Toshiba Corporation
Toshiba Accounting Scandal
Authority bias in Japanese corporate culture amplified top-down pressure into systematic fraud across all business units
Steinhoff International
Steinhoff International Accounting Fraud
Authority bias around a charismatic CEO allowed complex fraud to persist for over a decade
AOL Time Warner
AOL-Time Warner Merger
Recency bias from dot-com valuations led Time Warner to accept AOL stock at peak bubble prices
Samsung Electronics
Samsung Galaxy Note 7 Recall
Blind Sprint: compressing hardware testing timelines to beat a competitor launch creates catastrophic safety risk
Microsoft
Microsoft-Nokia Mobile Division Acquisition
Sunk cost fallacy: years of Windows Phone investment made abandoning the platform feel unacceptable, leading to doubling down via acquisi…
Myspace (News Corp)
Myspace Decline and Sale
Status quo bias in social networks is fatal — users have zero switching costs and will leave for better experiences
Amazon
Amazon Fire Phone Failure
Authority bias: when the CEO personally champions a product, internal dissent is suppressed even at Amazon
Yahoo
Yahoo-Tumblr Acquisition Write-Down
Optimism bias in acquisition: assuming monetization will follow engagement without a concrete path
Research In Motion (BlackBerry)
BlackBerry Smartphone Decline
Status quo bias from enterprise keyboard dominance prevented recognition that consumer preferences drive enterprise adoption
Magic Leap
Magic Leap Mixed Reality Failure
Optimism bias: investors funded a vision rather than validated technology, believing AR would follow smartphone adoption curves
Nortel Networks
Nortel Networks Collapse
Recency bias from telecom bubble valuations led to acquisition spree at peak prices
DePuy Orthopaedics (Johnson & Johnson)
DePuy ASR Hip Implant Recall
Loss aversion around a profitable product line delayed a recall that internal data warranted years earlier
Mid Staffordshire NHS Foundation Trust
Mid Staffordshire NHS Hospital Scandal
Target-driven management that treats metrics as goals rather than indicators inevitably corrupts the metric and the underlying care
Pfizer
Pfizer Torcetrapib Clinical Trial Failure
Optimism bias in drug development led Pfizer to build manufacturing before pivotal trial results — a classic premature commitment
Insys Therapeutics
Insys Therapeutics Opioid Fraud
Groupthink in a sales-driven culture normalized fraud when leadership framed kickbacks as standard industry practice
Mylan N.V.
Mylan EpiPen Pricing Scandal
Anchoring to annual price increase percentages rather than absolute cost to patients created a trajectory that became politically unsusta…
Michigan Department of Environmental Quality
Flint Michigan Water Crisis
Cognitive misering: regulators accepted surface-level compliance with water testing protocols rather than investigating anomalous results
Biogen
Biogen Aduhelm Approval Controversy
Optimism bias in Alzheimer's research created pressure to approve any drug showing a biomarker effect regardless of clinical outcomes
Air France
Air France Flight 447 Crash
Anchoring to automation-era flying skills meant pilots could not revert to basic instrument scan when automation disconnected
NASA / Lockheed Martin
Mars Climate Orbiter Unit Conversion Failure
Cognitive misering: trajectory deviations during the cruise phase were observed but corrected without investigating root cause
U.S. Navy / Bath Iron Works
Zumwalt-Class Destroyer Cost Overruns
Sunk cost fallacy in defense: once billions are invested, cancellation becomes politically harder than continuation at any cost
ValuJet Airlines
ValuJet Flight 592 Crash
Status quo bias in FAA oversight: regulatory action against airlines is culturally difficult because the FAA sees its role as promoting a…
NASA / Perkin-Elmer
Hubble Space Telescope Mirror Flaw
Skipping end-to-end verification testing to save $2M on a $1.5B system is false economy of the highest order
U.S. Navy
USS Vincennes Iran Air Flight 655 Shoot-Down
Confirmation bias under combat stress: the crew expected an attack and interpreted ambiguous data to confirm that expectation
U.S. Army / Boeing / Sikorsky
RAH-66 Comanche Helicopter Cancellation
Sunk cost fallacy in defense procurement: each year's investment made cancellation seem more wasteful than continuation
Tokyo Electric Power Company (TEPCO)
Fukushima Daiichi Nuclear Disaster
Status quo bias: TEPCO treated existing tsunami barriers as adequate despite updated geological evidence showing larger historical tsunamis
Electric Reliability Council of Texas
Texas ERCOT Winter Storm Power Crisis
Recency bias: a decade of mild winters after 2011 eroded the urgency of winterization mandates
Exxon Shipping Company
Exxon Valdez Oil Spill
Cognitive misering in crew management: maintaining a captain with documented alcohol issues because he was experienced and replacements w…
Vale S.A.
Vale Brumadinho Dam Collapse
Confirmation bias: stability certificates were obtained from auditors who used the data provided by Vale rather than independent monitoring
Minnesota Department of Transportation
I-35W Mississippi River Bridge Collapse
Status quo bias in infrastructure: bridges rated "structurally deficient" continue operating because closure has immediate visible costs …
South Carolina Electric & Gas / Westinghouse
V.C. Summer Nuclear Expansion Abandonment
Sunk cost fallacy: $9B already spent made abandonment seem more wasteful than continued spending, even when completion was economically i…
Massey Energy
Massey Energy Upper Big Branch Mine Disaster
Authority bias from CEO Blankenship created a culture where challenging safety shortcuts was career-ending
UK Post Office / Fujitsu
UK Post Office Horizon Scandal
Confirmation bias led the Post Office to treat each sub-postmaster case as individual fraud rather than investigating a systemic software…
U.S. Intelligence Community / CIA
Iraq WMD Intelligence Failure
Groupthink in intelligence analysis: the consensus that Iraq had WMD became self-reinforcing, and contradictory evidence was dismissed
Federal Bureau of Investigation
FBI Virtual Case File Project Failure
Planning fallacy: the FBI assumed custom software could be built in the same timeline as commercial products despite 36 requirements changes
Australian Department of Human Services
Australia Robodebt Scheme
Cognitive misering at scale: automating debt notices without human review shifted cognitive labor from government to vulnerable citizens
Flughafen Berlin Brandenburg GmbH
Berlin Brandenburg Airport Delays
Planning fallacy in mega-projects: Berlin BER is a textbook case of anchoring to initial timelines and budgets despite compound delays
Federal Emergency Management Agency
Hurricane Katrina FEMA Response Failure
The Hurricane Pam exercise in 2004 predicted the exact Katrina scenario, but its recommendations were unfunded — planning without resourc…
Royal Borough of Kensington and Chelsea / Rydon
Grenfell Tower Fire
Saving £293,000 on non-combustible cladding on a building housing hundreds of people represents cognitive misering at its most lethal
J.C. Penney
J.C. Penney Ron Johnson Transformation Failure
Overconfidence from success at Apple created a belief that the same approach would work in discount retail — completely different custome…
The Coca-Cola Company
New Coke Reformulation Disaster
Framing the decision as a taste preference ignored the emotional and cultural relationship consumers had with the Coca-Cola brand
Webvan Group
Webvan Online Grocery Delivery Collapse
Planning fallacy: expanding to 26 cities before proving one is the canonical startup over-expansion error
Groupon
Groupon Decline
Recency bias: explosive 2010-2011 growth was extrapolated as the new normal rather than a novelty-driven spike
American Apparel
American Apparel Collapse
Status quo bias around domestic manufacturing as brand identity prevented the cost rationalization needed to survive
Chipotle Mexican Grill
Chipotle E. Coli Crisis Response
Overconfidence in the "Food with Integrity" brand made Chipotle slow to acknowledge that its decentralized model created systematic food …
Google Stadia Cloud Gaming Shutdown
Overconfidence in infrastructure: cloud computing advantage means nothing without content that gamers want to play
General Motors
GM Ignition Switch Defect Cover-Up
Loss aversion around recall costs and reputational damage prevented action on a $0.57 fix for over a decade
Volkswagen AG
Volkswagen Dieselgate Emissions Fraud
Groupthink in VW's hierarchical culture made it impossible for engineers to say "clean diesel at this price point is technically infeasible"
Takata Corporation
Takata Airbag Defect and Bankruptcy
Confirmation bias: Takata engineers who flagged propellant instability were overruled, and subsequent tests were designed to confirm the …
Toyota Motor Corporation
Toyota Unintended Acceleration Crisis
Selective perception: Toyota filtered customer complaints through the assumption that drivers were at fault, dismissing systemic signals
Lordstown Motors
Lordstown Motors EV Startup Collapse
Framing non-binding interest as "pre-orders" exploited investor assumptions about demand validation
Hyundai Motor / Kia Corporation
Hyundai/Kia Engine Defect and Theft Crisis
Cognitive misering: omitting a standard security feature (immobilizer) to save ~$30/vehicle created billions in downstream liability
Hewlett-Packard
HP Autonomy $11.1B Acquisition Write-Down
When due diligence flags accounting irregularities, dismissing those warnings because of strategic conviction is a textbook confirmation …
Xerox
Xerox PARC Fails to Commercialize the GUI
Inventing breakthrough technology is necessary but not sufficient — the organizational willingness to disrupt its own business model is t…
Meta Platforms
Meta Platforms Metaverse Pivot and Reality Labs Losses
Super-voting-share founder control (Zuckerberg: ~58% of voting power) removes the institutional circuit-breaker that dissent-welcoming bo…
WorldCom
WorldCom $11B Accounting Fraud
Authority bias toward the CEO created an environment where the CFO felt empowered to commit fraud rather than report disappointing results.
General Electric
GE Capital and the Destruction of General Electric
The "GE Way" culture created such strong authority bias that successive CEOs were unable to challenge the strategic direction established…
Boeing
Boeing 737 MAX MCAS Design Failures
Framing a safety-critical system as a "minor change" to avoid regulatory scrutiny is the most dangerous form of the framing effect — it l…
Toys R Us
Toys R Us Leveraged Buyout Failure
Loading a retailer with debt during a period of structural industry transformation eliminates the financial flexibility needed to adapt.
Sears
Sears Refuses E-Commerce Transformation
Sears invented the direct-to-consumer catalog model that Amazon digitized — having the DNA for transformation but choosing financial engi…
U.S. Federal Government (CMS)
Healthcare.gov Launch Disaster
Planning fallacy in government IT projects is endemic — the GAO found that 94% of large federal IT projects are over budget, behind sched…
Federal Bureau of Investigation
FBI Virtual Case File System ($170M Abandoned)
Sunk cost fallacy in government projects is amplified by political accountability — admitting failure invites congressional scrutiny.
UK Department for Work and Pensions
UK Universal Credit IT Disaster
Planning fallacy in government mega-programmes is structural — Bent Flyvbjerg's research shows 90% of large government IT projects exceed…
Dangote Cement PLC
Dangote Cement Pan-African Capacity Expansion
Replicating a home-market playbook across markets with different FX regimes, demand cycles, and regulatory structures requires explicit a…
MTN Nigeria Communications PLC
MTN Nigeria USSD Pricing Escalation vs NCC & Banks
Pricing a dual-regulated service (telecoms + banking) unilaterally on a cost-recovery anchor ignored the governance-determinant exposure:…
Access Bank PLC
Access Bank Acquisition of Diamond Bank
Acquiring a distressed bank with concentrated sectoral NPL exposure during a stressed macro cycle requires explicit pricing of the recove…
Jumia Technologies AG
Jumia Group Pan-African E-Commerce IPO
"Amazon of X" framing is a textbook narrative-fallacy cue: the analogy collapses fundamental differences in payment infrastructure, logis…
Equity Group Holdings PLC
Equity Group Pan-African Banking Expansion (DRC + Rwanda)
Anchoring on Kenyan unit economics (cost-to-income ratio ~50%) systematically under-estimates DRC unit economics, where currency volatili…
Twiga Foods Ltd
Twiga Foods Series E + Pan-African FMCG Pivot
Capital-cycle timing matters: a 2021-vintage thesis priced for 2021 capital availability does not survive a 2022-2023 SSA capital-cycle r…
MTN Group Limited
MTN Mobile Money (MoMo) Multi-Market Roll-Out
Regulatory convergence across 17 sub-Saharan markets is not a base case; it is a structural bet that should be priced into the multiple, …
Naspers Limited / Prosus N.V.
Naspers / Tencent Cross-Border Concentration Cycle
A position that grows to >100% of corporate market cap is no longer a position — it is the corporate strategy. Treating it as a managed a…
Apple
Apple iPhone Pivot: Cannibalizing the iPod
Loss aversion was present but managed through a "cannibalize yourself first" framing that converted fear of loss into competitive urgency.
Netflix
Netflix Streaming Pivot from DVD-by-Mail
Studying competitors' failures (Blockbuster) as a deliberate debiasing technique helped Netflix leadership overcome status quo bias.
Amazon
Amazon AWS: The Accidental $80B Business
Overconfidence bias was present (Bezos believed Amazon could serve external developers better than anyone) but was mitigated by iterative…
Microsoft
Microsoft Satya Nadella Cloud Transformation
Nadella's willingness to write off the Nokia acquisition immediately demonstrated that sunk cost management requires visible, painful act…
NVIDIA
NVIDIA GPU Pivot to AI and Deep Learning
Confirmation bias was PRESENT and arguably BENEFICIAL — Huang's conviction about GPU computing's future persisted despite years of skepti…
Adobe
Adobe Creative Cloud SaaS Transition
Loss aversion was managed by explicitly modeling the "valley of death" between perpetual and subscription revenue and securing board comm…
Marvel Studios
Marvel Studios Connected Cinematic Universe
Planning fallacy was present (the original 10-year plan was considered unrealistic) but was managed through iterative releases that valid…
Tesla
Tesla Gigafactory Vertical Integration Bet
Overconfidence bias was present and arguably necessary — no one without extreme conviction would have committed $5B to an unproven manufa…
Domino's Pizza
Dominos "Our Pizza Tastes Bad" Rebrand
Loss aversion almost prevented the campaign — the marketing team feared that admitting the product was bad would permanently damage the b…
LEGO
LEGO Near-Bankruptcy Turnaround
Sunk cost fallacy in the diversification investments was overcome by framing divestitures as "unlocking capital" rather than "admitting f…
Spotify
Spotify Freemium Model Against Piracy
The music industry's anchoring to CD-era revenue per unit made them hostile to streaming — Ek overcame this by reframing the comparison f…
Target
Target Design-Led Retail Differentiation
Status quo bias in retail (competing on price) was overcome by studying competitors who failed at that strategy (Kmart) and deliberately …
U.S. Federal Government (HHS/DoD)
Operation Warp Speed: COVID-19 Vaccine Development
Planning fallacy was managed by running development stages in parallel rather than eliminating risk — a fundamentally different approach …
Johnson & Johnson
Johnson & Johnson Tylenol Crisis Response
Loss aversion (protecting revenue) was actively managed by framing the decision through the company's Credo values rather than through fi…
The Walt Disney Company
Disney+ Direct-to-Consumer Pivot
The controlled burn pattern: Disney deliberately destroyed its licensing revenue model to build direct consumer relationships, following …