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What Happens When the Training Wheels Come Off?“The only source of knowledge is experience.” — Albert EinsteinWhat if ar...
10/23/2026

What Happens When the Training Wheels Come Off?
“The only source of knowledge is experience.” — Albert Einstein
What if artificial intelligence helps us perform better today—but leaves us less prepared to perform independently tomorrow?
A 2025 study published in the Proceedings of the National Academy of Sciences examined nearly 1,000 high-school mathematics students using generative AI.
The results revealed a troubling paradox.
Students using an unrestricted AI tutor achieved 48% better performance on practice problems.
But when the technology was removed for an examination, those same students performed 17% worse than students who had learned without AI assistance.
Even more revealing: students using an AI tutor specifically designed to support learning largely avoided that decline.
The difference wasn't simply access to artificial intelligence. It was how the technology was used.
Now consider the implications for tomorrow's executives.
If junior analysts no longer construct financial models, young attorneys no longer develop arguments independently, and emerging managers increasingly delegate difficult reasoning to AI, where will the next generation acquire the judgment necessary to challenge its conclusions?
Einstein's observation reminds us that experience is not merely a byproduct of professional development.
Experience is how expertise is built.
Artificial intelligence can accelerate our work. But leadership requires more than the ability to generate answers.
It requires knowing when those answers are wrong.
In my new Global Empowerment Leadership article, When AI Makes Us Faster—and More Wrong, I examine the emerging evidence behind this paradox and introduce a practical governance framework for protecting decision quality, accountability, and the development of future leaders.
The real leadership challenge isn't simply teaching people how to use AI. It's ensuring they can still think critically when AI gets it wrong.
👉 Read the new GEL article: https://www.linkedin.com/pulse/when-ai-makes-us-fasterand-more-wrong-scott-podvin-xe5ce

When Recovery Isn't EnoughWhy the next real estate winners may be those who understand the downside before chasing the u...
10/23/2026

When Recovery Isn't Enough
Why the next real estate winners may be those who understand the downside before chasing the upside.
Sustainable Investing Digest | October 2026
“If you fully understand the downside, you know what you have at risk.”
— Sam Zell, real estate investor and founder of Equity Residential, Forbes, May 9, 2017
Sam Zell understood something that many real estate investors discover only after a market turns: identifying an opportunity is not the same as understanding the risk of owning it.
Consider the paradox confronting commercial real estate investors today.
An apartment community can maintain occupancy. Its rents can stabilize. Its neighborhood can remain desirable.
Yet the property can still lose millions in market value, become impossible to refinance, or fall into foreclosure.
How?
Because the real estate market and the capital market do not necessarily recover together.
That distinction may define the next generation of investment winners and losers.
1. The Recovery Illusion
Real estate investors have long studied market cycles to identify acquisition opportunities, anticipate rent growth, and determine when to develop or sell.
The Mueller–Chacon Real Estate Market Cycle Monitor, developed by University of Denver researchers Glenn Mueller and Ryan Chacon, provides a rigorous framework for evaluating physical real estate markets.
Tracking five property types across 56 metropolitan statistical areas, the model examines occupancy, supply, demand, and rental conditions through four phases: recovery, expansion, hypersupply, and recession.
Its first-quarter 2026 findings illustrate how differently property sectors are performing.
Property type Annual rental growth
Apartments +0.2%
Retail +2.3%
Industrial +1.5%
Office +1.0%
Hotels +5.9% RevPAR
Retail benefits from limited new construction. Industrial continues absorbing earlier supply. Multifamily faces competition from new deliveries and rental concessions.
But these figures describe the physical market.
They do not tell investors whether a property can refinance its mortgage, whether its debt-service obligations are sustainable, or whether its equity retains value.
A recovering property market does not guarantee a recovering investment.
That is where Zell's emphasis on understanding the downside becomes particularly relevant.
Investors must evaluate not merely where a market stands in its cycle, but whether their capital structures can survive the journey to the next phase.
2. Dallas: A Property Survives. Its Ownership Does Not.
In early 2022, Tides Equities acquired a 370-unit multifamily community in North Dallas, formerly known as Linear on Esperanza.
Rebranded Tides on Esperanza, the property was targeted for approximately $8.5 million in renovations under a traditional value-add strategy.
The investment thesis was familiar: improve the property, increase rental income, enhance operations, and generate appreciation.
Three years later, the outcome was dramatically different.
In 2025, Mack Real Estate Group foreclosed on the property following a reported $44.8 million financing arrangement.
In September 2026, The Bascom Group acquired the community—now known as Jasmine Apartments—from the lender.
The new owner announced another improvement strategy, supported by professional property management and construction oversight.
The transaction provides an instructive contrast.
The property did not disappear. Its location, residential use, and potential to serve the workforce-housing market remained.
What failed was the prior ownership arrangement.
Publicly available information does not establish the precise contribution of financing costs, property operations, renovation expenditures, or local supply conditions to the foreclosure. Those distinctions matter.
Nevertheless, the documented sequence illustrates an essential principle:
A viable physical asset can outlive an unsustainable capital structure.
For the original sponsor, the property became a distressed investment.
For a subsequent buyer, it became a potential opportunity under a new acquisition basis and financing arrangement.
The difference was not simply the building.
It was the economics of ownership.
3. Phoenix: The Price of a Changing Market
A second transaction illustrates how dramatically those economics can change.
In Chandler, Arizona, Sares Regis Group acquired the 163-unit Monument apartment community in 2021 for approximately $56.2 million.
In October 2025, the property sold for $46 million.
The difference was approximately $10.2 million—a decline of 18.1% in gross property value.
The reported transaction does not establish the seller's equity loss or investment return. Those outcomes depend on debt balances, operating cash flows, capital expenditures, and transaction costs.
But the repricing itself is significant.
Why can an operating property lose substantial market value?
One reason is capitalization-rate expansion.
Consider a hypothetical apartment community generating $2.4 million in annual net operating income.
At a 4.0% capitalization rate, its indicated value is $60 million.
At a 5.5% capitalization rate, the same income supports a value of approximately $43.6 million.
That represents a 27.3% decline in indicated value without a single dollar of NOI deterioration.
The example is illustrative, not a representation of Monument's actual financial statements.
It demonstrates why a property can continue producing income while its market valuation contracts.
And for highly leveraged investors, the decline in equity value can be substantially greater than the decline in asset value.
Zell's warning about understanding the downside becomes more consequential when leverage magnifies the result.
4. The $8 Million Refinancing Problem
The capital-market disconnect becomes even clearer when we isolate debt-service economics.
Consider a hypothetical 200-unit multifamily community with $1.92 million in annual NOI and an outstanding $32 million senior mortgage.
Assume the property originally carried interest-only financing at 4.0%.
Annual debt service would be $1.28 million, producing a debt-service coverage ratio of 1.50x.
Now assume that the loan must be refinanced at 7.0%.
Annual interest expense increases to $2.24 million.
DSCR falls to 0.86x.
The property has not lost a tenant or suffered a decline in NOI.
Yet its operating income no longer covers its interest obligation.
The problem becomes more serious when the lender determines how much new debt the property can support.
Assume a refinancing lender requires an 8.0% debt yield.
With $1.92 million in NOI, the maximum loan based on that requirement is $24 million.
The existing mortgage is $32 million.
The refinancing gap is $8 million.
And even the proposed $24 million loan would generate only approximately 1.14x interest-only DSCR at 7.0%. A lender requiring 1.25x coverage would limit loan proceeds further.
The sponsor must find additional capital, negotiate with its lender, sell the property, or consider another restructuring.
This is not a hypothetical description of Jasmine or Monument. It is an independent financial illustration of a refinancing mechanism affecting commercial real estate.
It also reveals why waiting for occupancy to improve may not solve the problem.
The property's financial obligations may mature before the physical market recovers sufficiently.
5. When Rescue Capital Becomes Another Risk
One solution is to introduce preferred equity or other structured rescue capital.
Suppose a new investor contributes $8 million to close the refinancing gap.
The preferred investor requires a 12% annual target return, consisting of 7% current distributions and 5% deferred accrual.
The current-pay component alone equals $560,000 annually.
But after paying 7% interest on the new $24 million mortgage, the property has only $240,000 in annual NOI remaining before other financing-related requirements.
The preferred distribution exceeds available cash flow.
The recapitalization has addressed the mortgage payoff problem but created another funding challenge.
A workable solution may require a reduced current-pay obligation, additional reserves, more sponsor equity, improved NOI, or a negotiated restructuring.
Moreover, preferred capital can carry minimum return multiples, redemption premiums, governance rights, and participation in future appreciation.
The lesson is not that rescue capital should be avoided.
It is that solving a liquidity problem is not the same as restoring economic sustainability.
Investors must evaluate the entire capital stack, not simply whether a transaction can close.
6. Two Cycles. One Investment Decision.
The evidence suggests that real estate investors should distinguish among three forms of recovery.
Physical recovery occurs when occupancy improves, new supply moderates, and effective rents stabilize.
Financial recovery occurs when property income supports debt obligations, refinancing becomes feasible, and valuations stabilize.
Investment recovery occurs when investors can achieve acceptable risk-adjusted returns after accounting for capital expenditures, financing costs, and exit conditions.
These recoveries may occur years apart.
A property may enter physical recovery while its owner faces an imminent refinancing shortfall.
Conversely, a distressed property may become attractive to a new investor who acquires it at a sufficiently favorable basis.
Neither condition can be understood through market-cycle positioning alone.
A disciplined investment framework should therefore incorporate:
• Physical fundamentals: Occupancy, absorption, effective rents, concessions, and competing supply.
• Financial resilience: Debt maturity, interest-rate exposure, DSCR, debt yield, and refinancing capacity.
• Operating sustainability: Insurance, property taxes, maintenance, reserves, and realistic NOI growth.
• Valuation and liquidity: Capitalization rates, comparable transactions, exit assumptions, and downside sale scenarios.
• Equity protection: Cash-in refinancing requirements, dilution risk, capital calls, and the availability of reserves.
These measures should be evaluated under base, downside, and severe-stress scenarios.
The goal is not to predict every market movement.
It is to establish whether an investment has sufficient financial flexibility to withstand unfavorable conditions.
That is the practical meaning of understanding the downside before committing capital.
7. The Opportunity Hidden in the Reset
The same forces impairing some investors are creating opportunities for others.
Properties burdened by maturing debt may be acquired by investors with lower leverage, longer investment horizons, and more realistic return assumptions.
New ownership may be able to finance renovations, improve operations, and sustain the property through the next cycle.
But distress alone does not establish value.
A discounted acquisition can still be a poor investment if operating costs, capital needs, or future financing obligations are underestimated.
The investor's advantage lies in determining whether the new basis and capital structure can support durable income.
That distinction is especially important in workforce housing, where financial instability can compromise maintenance, improvements, and the resident experience.
Sustainable investing is not simply about preserving the physical building.
It is about creating an ownership structure capable of supporting that building, its residents, and its long-term economic purpose.
The Next Winners Will Understand the Downside
Sam Zell's investment philosophy offers a fitting conclusion.
The greatest opportunity is not necessarily found where prices have fallen the most or where rents are recovering the fastest.
It may be found where an investor can distinguish temporary market disruption from permanent economic impairment—and price the difference intelligently.
Jasmine Apartments demonstrates that a property's future can extend beyond a failed ownership structure.
Monument demonstrates that market repricing can materially reduce asset value within a relatively short investment period.
And our refinancing analysis demonstrates that unchanged operating income does not guarantee financial survival.
Together, they point toward a more disciplined approach to capital allocation.
The next real estate winners may not be those who predict the recovery first. They may be those who understand the downside well enough to survive it—and invest successfully beyond it.
Join the conversation
Are you underwriting both the physical market cycle and the capital-market cycle?
What happens to your investment if refinancing proceeds fall 20% below expectations, operating expenses rise, or capitalization rates expand?
The most valuable investment discussion may begin not with projected appreciation, but with a clearer understanding of what can go wrong.
Share your experiences and perspectives in the comments.
For additional commercial real estate investment analysis, visit Skyline Property Experts at https://skylinepropertyexperts.com and subscribe to Sustainable Investing Digest on LinkedIn by clicking this link: https://www.linkedin.com/build-relation/newsletter-follow?entityUrn=7053058780464345088
Sources: Mueller–Chacon, Real Estate Market Cycle Monitor (Q1 2026); Trepp, September 2026 CMBS Delinquency Report; The Bascom Group, September 2026 Jasmine Apartments announcement; Multi-Housing News, Monument transaction coverage (October 2025); Sam Zell interview, Forbes (May 9, 2017). Illustrative underwriting figures are not representations of actual transaction financials.

The Recovery TrapApartment demand is surging. So why are more multifamily loans falling behind?Management thinker Peter ...
10/23/2026

The Recovery Trap
Apartment demand is surging. So why are more multifamily loans falling behind?
Management thinker Peter Drucker warned:
“A time of turbulence is a dangerous time, but its greatest danger is a temptation to deny reality.”
— Peter F. Drucker, Managing in Turbulent Times
That warning captures a striking contradiction emerging in U.S. multifamily real estate.
According to CoStar data shared by housing economist Jay Parsons, apartment demand exceeded new supply through the first three quarters of 2026 in several markets previously considered oversupplied.
The numbers are impressive:
• Phoenix: 18,563 units absorbed versus 10,813 delivered.
• Austin: 18,400 absorbed versus 10,671 delivered.
• Dallas: 28,317 absorbed versus 21,301 delivered.
• Denver: 13,203 absorbed versus 5,545 delivered.
• Atlanta: 14,523 absorbed versus 9,964 delivered.
Five major markets. More apartments absorbed than delivered.
The physical recovery is gaining traction.
But here's the contradiction.
According to Trepp, multifamily CMBS delinquency reached 8.04% in September 2026, compared with 6.59% a year earlier and 3.33% two years earlier.
That measure covers securitized loans, not the entire multifamily mortgage market. Nevertheless, it reveals significant financial stress.
How can apartment demand improve while loan delinquencies continue rising?
Because two different cycles are unfolding.
The physical market cycle responds to apartment demand, construction deliveries, occupancy, and rental growth.
The capital market cycle responds to interest rates, debt maturities, refinancing capacity, and investor return requirements.
And they don't necessarily move together.
For a property acquired in 2021 or 2022, stronger leasing demand in 2026 may be welcome news.
But it doesn't automatically resolve a maturing mortgage, a refinancing shortfall, or a capital structure built around yesterday's borrowing costs.
Nor does positive absorption erase the excess supply accumulated during previous years.
This is where Drucker's warning becomes especially relevant: recognizing improving fundamentals without ignoring financial reality.
In our latest Sustainable Investing Digest article, “When Recovery Isn't Enough,” we examine actual multifamily transactions in Dallas and Phoenix, demonstrate the mathematics of refinancing distress, and explain why the next investment winners may be those who underwrite both cycles.
The opportunity is real. So is the risk.
The question isn't simply whether apartment markets are recovering.
It's whether your capital structure can survive long enough to capture that recovery.
Read the full article:
https://lnkd.in/ehm4Rrr4
What's happening in your market?
Are improving occupancy and rental conditions translating into better investment performance—or are financing costs, valuations, and refinancing constraints still holding properties back?
Share your experience, join the discussion, and pass this article along to colleagues evaluating the next multifamily investment cycle.

The Price of Believing“Price is what you pay. Value is what you get.” — Warren BuffettWhat happens when investors become...
10/21/2026

The Price of Believing
“Price is what you pay. Value is what you get.” — Warren Buffett
What happens when investors become so convinced of a technology's future that they stop asking what its economics can support?
Artificial intelligence is creating extraordinary opportunities. But opportunity and investment value are not synonymous.
Consider the scale of the commitment.
Microsoft, Amazon, Alphabet, and Meta are collectively projecting approximately $720 billion to $745 billion in capital expenditures during 2026.
That's nearly three-quarters of a trillion dollars in a single year.
These projections encompass AI infrastructure alongside other corporate investments. They also reflect differences in how the companies account for capital expenditures and leases.
Nevertheless, the magnitude is extraordinary.
And it raises a question that investors cannot afford to ignore:
How much future cash flow must these investments generate to justify their cost?
Consider just $10 billion of capital deployed with a targeted 15% annual return.
That represents a $1.5 billion annual return target—before evaluating the full economics of capital recovery, depreciation, financing, and the timing of future cash flows.
Now multiply that challenge across an investment cycle measured in hundreds of billions of dollars.
A technology can transform the global economy and still disappoint investors who paid too much for its anticipated benefits.
That is precisely why Buffett's distinction between price and value matters.
The AI revolution may prove technologically extraordinary. Whether it proves equally rewarding financially will depend on disciplined capital allocation, sustained demand, operating ex*****on, and the conversion of technological capabilities into durable economic returns.
Are we witnessing the greatest productivity opportunity of our generation—or are investment expectations advancing faster than the economics required to support them?
My latest Global Empowerment Leadership article, The AI Revolution Has a Leadership Problem, examines the decisions that will separate organizations that merely invest in artificial intelligence from those that create lasting value.
Don't just follow the investment. Follow the value.
👉 [Read the full article — https://www.linkedin.com/pulse/ai-revolution-has-leadership-problem-scott-podvin-jfsee ]

The Cost of Being Overlooked"The delicate balance of mentoring someone is not creating them in your own image, but givin...
10/20/2026

The Cost of Being Overlooked
"The delicate balance of mentoring someone is not creating them in your own image, but giving them the opportunity to create themselves." - Steven Spielberg
Companies measure technology investments in dollars, productivity, and operating margins.
But how do we measure the value of a great mentor?
Consider the executive who opens a door for an emerging professional. The manager who allows a promising employee to make an important decision. The experienced colleague who shares the judgment that took decades to develop.
Those investments rarely appear as assets on a corporate balance sheet.
Yet they can shape an organization's future for generations.
As artificial intelligence transforms the workplace, are we investing as deliberately in developing people as we are in developing technology?
Spielberg's insight reminds us that leadership is not about reproducing yesterday's workforce. It is about creating the conditions for tomorrow's talent to emerge.
My new Global Empowerment Leadership article, "Who Gets the Future?", explores a question every leader, employer, and young professional should be asking.
Technology can expand what we accomplish. Leadership determines whom we empower.
👉 Read "Who Gets the Future?" in the attached article. https://www.linkedin.com/pulse/who-gets-future-scott-podvin-k8m1e

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