Forced Seller Calendar: 3 Proven Mechanisms Smart Fund Managers Use to Find Asymmetric Private Market Opportunities
The forced seller calendar may be the most powerful and underutilized framework in private markets today, and almost no fund manager is building one.
Key Takeaways for the Forced Seller Calendar Framework
- Understand why the forced seller calendar, not macroeconomic forecasting, is the educational framework that mirrors Michael Burry’s documented research method in private markets.
- Learn how fund managers can identify dated, contractual, non-discretionary events that create forced sellers in private markets without relying on public market instruments.
- Discover why the 2028 leveraged loan maturity wall, not 2026, represents the most significant concentration of dated supply that GPs should consider in their fund structuring conversations.
- Explore how the forced seller calendar approach requires matching capital duration to dated events, a structural discipline that Burry’s own experience illustrates with painful clarity.
- Consider why specificity within the forced seller calendar, not broad secondaries exposure, represents the educational concept most relevant to differentiated GP positioning today.
The Forced Seller Calendar Begins With Getting the Burry Record Straight
Mortgage prospectuses, loan agreements, credit contracts — sources the consensus ignores
Find the contractually scheduled, non-discretionary transaction trigger — the reset date
Select an instrument with a defined, budgeted premium — never unlimited downside
Ensure the fund structure outlasts the event — being early is economically identical to being wrong
Framework: Ryan Miller, Making Billions Podcast
The forced seller calendar as an educational concept starts with understanding what Michael Burry actually did, and separating that from what financial media has spent years misrepresenting. As Ryan Miller explains in this episode of Making Billions Podcast, Scion Asset Management’s registration as an investment advisor was terminated on November 10th, 2025. The last 13F Scion ever filed covered Q3 2025 and was submitted on November 3rd of that year. There is no Q4 2025 filing and there will never be another one.
The forced seller calendar framework requires intellectual honesty about source material, and that honesty has been conspicuously absent from most financial content about Burry’s positioning. Miller points out that every creator producing content titled “Inside Michael Burry’s 2026 Recession Portfolio” is doing one of two things: recycling a stale Q3 2025 filing or fabricating content entirely. Neither represents a legitimate basis for any analytical framework.
The forced seller calendar approach Miller teaches in this episode draws instead from Burry’s documented public record, his Substack called Cassandra Unchained, launched in November 2025. According to Miller, the public posts from 2026 describe a man buying established businesses, dollar-cost averaging, covering shorts, and adding positions in Hong Kong. That is not a doomsday recession portfolio, and understanding the difference matters enormously for GPs who want to use the underlying method rather than imitate a portfolio that does not exist. For reference on 13F filing requirements, the SEC’s official 13F guidance clarifies exactly what these disclosures do and do not reveal.
How Financial Media Distorted the Forced Seller Calendar Signal in Burry’s Filings
The forced seller calendar demands precision in reading documents, and the $912 million Palantir headline is the definitive case study in what happens when that precision is absent. According to Miller’s account in this episode, the headlines claiming Burry had bet $912 million against Palantir and $1.1 billion against AI were based on a fundamental misreading of 13F reporting requirements. A 13F requires disclosure of the notional value of the underlying shares in an options position, not the premium paid and not the capital at risk.
The forced seller calendar is built on reading contracts correctly, and Burry himself addressed the misrepresentation publicly. As Miller quotes in this episode, Burry wrote that news media had “wildly misrepresented many of my mandatory SEC filings” and that it caused havoc in markets and debates he never intended. The actual premium paid on the Palantir position, as Burry clarified, was approximately $9.2 million, roughly one percent of the $912 million figure that ran in every major outlet.
The forced seller calendar as a framework only functions when the practitioner can distinguish between notional exposure and actual capital at risk. Miller makes the point that an entire generation of retail investors formed market views based on a number that was wrong by two orders of magnitude. For GPs building the forced seller calendar into their investment process, this distinction is not academic. It is the foundation of every sizing and risk management conversation with an LP. The Investopedia overview of 13F filings provides a useful reference on the mechanics of these disclosures.
The Forced Seller Calendar and the Big Short Mechanism Behind It
The forced seller calendar as a method traces directly to what Burry actually did in the mid-2000s, and Miller argues the movie adaptation obscured the mechanism entirely. The popular narrative presents the Big Short as a macro call, with Burry seeing a housing bubble and betting against it. The documented reality, according to Miller’s account in this episode, is that Burry read thousands of pages of mortgage prospectuses that, by his own account, nobody else on Wall Street was reading at the time.
The forced seller calendar is what Burry was building when he read those documents. Specifically, he identified a structure called the 2/28 ARM, a teaser rate for two years followed by a floating rate reset for the remaining 28. Miller explains that Burry did not need to forecast a recession, predict unemployment, or anticipate Federal Reserve policy. He simply needed to read the reset date. The contract told him that beginning in a specific window in 2007, millions of borrowers who could barely afford the teaser payment would face a payment they mathematically could not make.
The forced seller calendar is therefore not a forecast. It is a reading of what is already contractually scheduled to occur. As Miller frames it in this episode, Burry did not have an opinion about the future. He had a date, a contractually dated, non-discretionary cash flow event that was going to happen regardless of whether the market agreed with him. Then he went looking for an instrument that would pay him for being right, with a downside he could define precisely, specifically credit default swaps on subprime mortgage-backed securities, with a known, budgeted, survivable premium.
The Forced Seller Calendar Fails Without Capital Structure Survival
The forced seller calendar without a capital structure built to outlast the dated event is the most expensive lesson in the episode, and it is drawn directly from Burry’s documented experience. Miller describes this as the chapter nobody wants to discuss, and for GPs it is the most operationally critical. Burry was right about the thesis, right about the instrument, and right about the date. And he almost lost the fund anyway.
The forced seller calendar only pays if the capital holding the trade survives until the date arrives. In Burry’s case, the housing market continued to rise for an extended period after he put on the trade. He was paying premium every month on those swaps, bleeding capital, while his investors revolted. They demanded redemptions, accused him of style drift, and some filed legal actions. He had to actively fight to prevent capital from leaving a position that would eventually produce enormous returns, returns he very nearly never collected.
The forced seller calendar framework therefore has two components of equal weight, and Miller states them plainly: find the date, and make sure your capital can live until that date. For GPs, the brutal corollary is that being early in private markets is functionally indistinguishable from being wrong. If your investment period expires, your fund life runs out, or your fee runway dies before your dated event arrives, you are economically wrong, which is the only kind that matters.
Translating the Forced Seller Calendar to Private Markets in 2026
| Trigger Category | Mechanism |
|---|---|
| Fund Life Expiry | 2015–2018 vintage GPs running out of runway; must exit |
| Credit Maturity | Fixed dates in loan docs; non-negotiable without lender consent at price |
| Covenant Tests | PIK toggles and quarterly covenant tests fire mechanically |
| NAV Facility LTV | Off-balance-sheet maturities and LTV tests; partially hidden supply |
| LP Liquidity Need | 4 years of record-low distributions forcing secondary sales at discount |
Framework: Ryan Miller, Making Billions Podcast
The forced seller calendar takes a different form in private markets because the short side of public market distress simply does not exist in the same way. As Miller explains in this episode, there is no CDS on a mid-market buyout fund, no put on a vintage, and no ticker to bet against. Every hour a GP spends consuming recession content about public market instruments is an hour spent studying a trade they are structurally incapable of putting on. The method translates, but the expression changes.
The forced seller calendar in private markets is built around a core insight: distress in public markets shows up as a price that can be shorted, while distress in private markets shows up as a date on which somebody is contractually compelled to transact. In private markets, there is no force-selling mechanism driven by price movement alone. What forces the transaction is the contract itself, whether a fund reaching the end of its life, a credit agreement hitting maturity, a covenant test, a NAV facility coming due, or an investor who has exhausted all other liquidity options.
The forced seller calendar in 2026 draws on several specific categories of dated, non-discretionary events that Miller identifies in this episode. Fund life expiries, particularly vintage years from 2015 through 2018, are actively running out of runway. Credit agreement maturities are fixed dates written into documents and non-negotiable without lender consent at a price. Covenant tests and PIK toggles fire quarterly and mechanically. NAV facility maturities and LTV tests represent a newer category of dated supply that Miller describes as partially hidden off balance sheet. The SEC’s private fund regulatory framework provides the compliance context within which all of these contractual structures operate.
The Forced Seller Calendar and the Maturity Wall Nobody Is Building For
The forced seller calendar reveals its most non-consensus insight when applied to the leveraged loan maturity wall, and the data Miller presents in this episode challenges the prevailing interpretation of that market. The conventional read on the 2026 and 2027 leveraged loan maturity wall is that the crisis was averted. Maturities across those two years came down approximately $59 billion from roughly $195 billion at the end of 2024. Most market participants read that as good news and moved on.
The forced seller calendar, however, demands that you follow where the dates actually went. According to Miller’s account in this episode, 2028 maturities expanded to approximately $301 billion in the same data that showed 2026 and 2027 relief. Nothing was resolved. The problem was refinanced at a higher coupon into a year that almost nobody is currently staging capital for or watching. The wall did not disappear. It moved, and it grew larger in the process.
The forced seller calendar implication for GPs is precise and uncomfortable. If you are currently raising a distressed or opportunistic fund targeting corporate distress in 2026, you are structurally early. The dated supply in corporate credit is not landing in 2026. It is landing in 2028. The real question for any GP is not whether a recession is coming, but whether their fund structure can survive until their dated event arrives. That question has a specific, documentable answer, and it should be answered before the first LP conversation. The Wall Street Journal’s coverage of the leveraged loan refinancing wave provides independent context for this structural observation.
The Forced Seller Calendar and the LP Secondary Market Signal
The forced seller calendar in 2026 has one category of supply that is live, real, and happening right now, and it is the LP secondary market. Miller presents a specific set of data points in this episode to frame the scale of the opportunity and its structural cause. Private equity has now completed four consecutive years of record-low distributions as a percentage of NAV. For four straight years, institutional investors have been sending capital in and receiving very little out.
The forced seller calendar in the secondaries context is driven by a structural traffic jam, as Miller describes it. The industry is sitting on approximately 33,000 unsold portfolio companies. The number of portfolio companies held longer than five years is up 18% versus 2024. The average holding period has extended from 3.7 years at end of 2024 to 4.0 years by end of 2025, with implied holding periods running around seven years against a historical norm well below that. LPs who are not receiving distributions still face capital calls, still carry target allocations, and still answer to boards asking why private book exposure is over policy weight.
The forced seller calendar consequence is visible in the secondary transaction data. According to Miller’s account in this episode, global secondary transaction volume reached $103 billion in the first half of 2025 alone, up 51% from $68 billion in the first half of 2024. That represents a six-month record running at an annualized pace above $210 billion. Average investor portfolio pricing came in around 90% of NAV, with transaction-weighted average discounts of approximately 13.3%. Sophisticated institutional sellers, pensions, endowments, and insurers, are transacting at a 13% discount to carry value not because the assets are impaired, but because the calendar has cornered them. As Miller frames it, that is Burry’s subprime borrower in a better suit.
The Forced Seller Calendar Requires the Right Instrument and the Right Structure
Senior to common; coupon + liquidation preference; upside participation
Real collateral; documented entry and exit structure; defined loss parameters
Conservative advance rates against diversified portfolios; known loss floor
Full information underwriting of one company; avoids blind pool risk
Seasoned portfolios at ~13% discount; seller cornered by calendar, not impairment
Stage capital to arrive when the $301B dated supply does; duration match required
Framework: Ryan Miller, Making Billions Podcast
The forced seller calendar framework is only operationally complete when paired with an instrument that carries a defined, survivable downside, and this is the discipline Miller draws most directly from Burry’s documented approach. Burry never took unlimited downside. He bought credit default swaps and paid a premium with a capped loss. The $9.2 million actual premium on the Palantir position versus the $912 million notional that ran in headlines is the cleanest possible illustration of the sizing discipline required.
The forced seller calendar in private markets maps to a specific set of instruments that carry the same asymmetric shape, according to Miller’s educational framework in this episode. Structured or preferred equity sits senior to common with a coupon and liquidation preference while participating in upside. Rescue financing with documented covenants and real collateral provides a defined entry and exit structure. NAV lending against diversified, seasoned pools with conservative advance rates offers known loss parameters. Single-asset continuation vehicles allow underwriting of one company with full information. Discounted LP stakes in seasoned portfolios avoid blind pool risk. Senior secured positions in the 2028 maturity stack can be staged to arrive when the dated supply does.
The forced seller calendar also requires disciplined position sizing, and Miller applies Burry’s principle directly: the capital at risk on any single dated position should be an amount that, if it goes to zero, does not impair the fund. As Miller states in this episode, if a single position can take out the fund, the manager does not have a thesis. They have a hostage situation. Matching capital duration to the forced seller calendar is not a preference. It is the structural decision that determines whether the thesis ever gets paid.
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About the Host and the Forced Seller Calendar Episode
Ryan Miller holds a BSc. and a Master of Finance (MFin.) and is the host of Making Billions, a podcast dedicated to institutional-grade education for fund managers and capital raisers operating across alternative asset classes. In this solo episode, Miller presents the forced seller calendar as an educational framework drawn from publicly documented market data and Burry’s own published record, framed explicitly as general information for fund managers to discuss with their own investment committees and legal counsel.
Miller is also the founder of Fund Raise Capital, a platform built for alternative asset managers in the $10 million to $500 million raising range. His work focuses on capital raising education, fund structuring frameworks, and LP relationship development. He can be found on LinkedIn and through the Making Billions platform.
Questions Answered in This Article
Why did Michael Burry deregister Scion Asset Management in November 2025?
Michael Burry deregistered Scion Asset Management with the SEC in November 2025, which means he is no longer required to file 13F reports disclosing his quarterly holdings. Once a fund manager falls below the $100 million regulatory threshold or voluntarily withdraws registration, the public disclosure obligation ends entirely. This effectively removes Burry’s portfolio from institutional view and makes direct trade-copying impossible going forward.
Hear the full breakdown on Making Billions with Ryan Miller — and fund managers ready to implement join the Fund Raise Capital community of fund managers and deal syndicators learning first-hand from Ryan Miller, The Wolf of Alt Street.
What is Michael Burry’s 3-step investment method for fund managers?
Burry’s method begins with deep fundamental research into overlooked or distressed assets that the broader market has mispriced due to sentiment rather than substance. The second step involves stress-testing the thesis against multiple adverse scenarios to confirm the asymmetry between downside risk and upside potential. The third step is holding conviction through extended periods of market disagreement, which is where most institutional managers fail to replicate his results.
Hear the full breakdown on Making Billions with Ryan Miller — and fund managers ready to implement join the Fund Raise Capital community of fund managers and deal syndicators learning first-hand from Ryan Miller, The Wolf of Alt Street.
How can institutional investors apply Burry’s contrarian framework without his portfolio?
Institutional investors can apply Burry’s contrarian framework by focusing on the analytical process rather than the specific positions, since the portfolio is no longer visible. The core practice involves identifying sectors where consensus pricing has diverged significantly from underlying cash flow or credit fundamentals. Building an internal research discipline around that gap, rather than following disclosed trades, is what the episode frames as the sustainable application of his method.
Hear the full breakdown on Making Billions with Ryan Miller — and fund managers ready to implement join the Fund Raise Capital community of fund managers and deal syndicators learning first-hand from Ryan Miller, The Wolf of Alt Street.
Copying Burry’s trades was already a lagging strategy because 13F filings are disclosed 45 days after quarter-end, meaning positions may have already moved or been exited. With Scion deregistered, no verified public filing exists at all, making direct replication structurally impossible. The episode argues this forces fund managers to do the work Burry himself does, which is building original conviction from primary research rather than shadowing disclosed positions.
Hear the full breakdown on Making Billions with Ryan Miller — and fund managers ready to implement join the Fund Raise Capital community of fund managers and deal syndicators learning first-hand from Ryan Miller, The Wolf of Alt Street.
What does Burry’s hedge fund shutdown signal about 2026 recession risk?
Burry’s decision to deregister Scion comes after a period in which he publicly warned about asset bubbles, consumer debt stress, and overextended equity valuations. While deregistration does not confirm a specific macro call, the episode contextualizes it alongside his broader thesis that credit and equity markets are pricing in conditions that do not reflect deteriorating fundamentals. Fund managers are advised to treat the structural signals Burry has cited, rather than the deregistration itself, as the relevant input for 2026 risk positioning.
Hear the full breakdown on Making Billions with Ryan Miller — and fund managers ready to implement join the Fund Raise Capital community of fund managers and deal syndicators learning first-hand from Ryan Miller, The Wolf of Alt Street.
How did Burry identify the 2008 crisis and can his method repeat?
Burry identified the 2008 subprime crisis by reading the actual loan-level data inside mortgage-backed securities at a time when Wall Street consensus treated those instruments as low-risk. He found that teaser-rate structures masked default probabilities that the ratings agencies had not properly modeled, and he constructed a credit default swap position around that specific mispricing. The method can repeat wherever primary data is publicly available but institutionally ignored, which is the replicable principle the episode highlights for fund managers today.
Hear the full breakdown on Making Billions with Ryan Miller — and fund managers ready to implement join the Fund Raise Capital community of fund managers and deal syndicators learning first-hand from Ryan Miller, The Wolf of Alt Street.
Which alternative data sources replace Burry’s 13F filings after deregistration?
With Scion’s 13F filings no longer available, fund managers can monitor Burry’s public statements, social media posts, and any media interviews as indirect signals of his macro thinking. Alternative data sources such as credit market spreads, consumer delinquency data from the Federal Reserve, and options market positioning can surface the same types of dislocations his research historically targeted. The episode positions these inputs as more actionable than waiting for a filing that no longer exists.
Hear the full breakdown on Making Billions with Ryan Miller — and fund managers ready to implement join the Fund Raise Capital community of fund managers and deal syndicators learning first-hand from Ryan Miller, The Wolf of Alt Street.
Is Michael Burry’s AI bubble thesis actionable for institutional allocators now?
Burry has publicly questioned whether AI infrastructure spending is being supported by current revenue generation, drawing a structural parallel to prior technology overinvestment cycles. For institutional allocators, the actionable element is not a specific short position but rather a framework for stress-testing AI-exposed equity and credit holdings against scenarios where monetization timelines extend significantly. The episode treats the thesis as a research prompt for existing portfolio review rather than a directional trade recommendation.
Hear the full breakdown on Making Billions with Ryan Miller — and fund managers ready to implement join the Fund Raise Capital community of fund managers and deal syndicators learning first-hand from Ryan Miller, The Wolf of Alt Street.
Topics Covered in This Article
- The forced seller calendar as an educational framework for private market fund managers
- Why Michael Burry’s 2026 portfolio cannot be observed and what his public record actually shows
- How 13F misreporting created widespread misunderstanding of Burry’s actual capital at risk
- The forced seller calendar and the 2/28 ARM mechanism behind the Big Short thesis
- Capital structure survival as the second half of the forced seller calendar discipline
- The 2028 leveraged loan maturity wall and its implications for fund deployment timing
- LP secondary market data and the forced seller calendar signal already present in 2026
- Instrument selection and position sizing within the forced seller calendar approach
- Duration matching between fund structure and forced seller calendar dated events
- The seven-day GP action plan for building a forced seller calendar from existing documents
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