“While federal preemption is a federal power, the legal mechanism of the law can be invoked at the local level. Federal law, when it preempts state or local law, can be used as a legal defense in a court case. This means that if a local government tries to enforce a regulation that is preempted by the MHIA of 2000, a home builder, homeowner, or other interested party could challenge that local regulation in court, citing the federal law,” per the insights developed in Part II of this report based in part from a critical examination of the research published by the National Low Income Housing Coalition (NLIHC) and from the global consulting giant McKinsey & Company. The monthly release of manufactured home industry production data by the Manufactured Housing Association for Regulatory Reform (MHARR) for June 2025 (see Part I) is a useful hinge to consider other related facts, insights, and issues. Perhaps the largest – or certainly one of the largest collections – of third-party research, reports, analysis, and commentary involving the manufactured housing industry is found on the pages of MHProNews and/or MHLivingNews. Much has and could be said related to that research. For those who are focused on facts such as data or economic impact, one might think that the reported claim that the lack of affordable housing near where it is needed causes a $2 trillion-dollar annual economic drag on the U.S. economy would be significant, and McKinsey and NLIHC both support that claim (see Part II). Another topical and more heartstrings ‘hook’ is the growth of homelessness in the U.S. While mental health or addiction may be factors, a common cause for homelessness that is cited by researchers is that a lack of affordable housing forces people out of their rental or other housing and ‘onto the street’ which caused them to be classified as “homeless.” When over three quarters of a million people are homeless in the U.S. despite record spending during the Biden-Harris (D) years ought to be a red flag. Those topics will be explored in Part II of this MHVille facts-evidence-analysis (FEA) that will include historic data for comparisons of what has been described as the rise and fall of manufactured housing.
Part II will shine a light that nuances the MHARR reported data. MHARR’s reporting is based on the official information collected on behalf of the U.S. Department of Housing and Urban Development (HUD). Part I will reveal: which states are ahead of 2024 shipments and which ones are lagging the year-to-date totals?
The role played by public officials and the apparent lack of curiosity on the part of much (not all) of mainstream media that keep recycling old talking points with new names and faces must also be considered.
Last and not least, the roll of emerging artificial intelligence (AI) and the light it can shine on these topics are also considered in Part II. For example, AI found evidence of a nearly $900,000 contract given by HUD to an organization that does not use the names “manufactured home,” “manufactured housing,” or the “HUD Code” on its extensive website. Which begs the question, why did HUD issue a contract to a firm that doesn’t even consider the most proven form of affordable housing in the 20th and 21st century in the U.S.A.?
Highlighting in what follows in the shipment table has been added by MHProNews to reflect which states are lagging 2024 production levels during a well documented affordable housing crisis.
Buckle up.
Part I. From the Manufactured Housing Association for Regulatory Reform (MHARR) to MHProNews

Manufactured Housing Industry Production Increases in June 2025
FOR IMMEDIATE RELEASE Contact: MHARR
(202) 783-4087
MANUFACTURED HOUSING PRODUCTION INCREASES IN JUNE 2025
Washington, D.C., August 4, 2025 – The Manufactured Housing Association for Regulatory Reform (MHARR) reports that according to official statistics compiled on behalf of the U.S. Department of Housing and Urban Development (HUD), HUD Code manufactured housing industry year-over-year production increased slightly in June 2025. Just-released statistics indicate that HUD Code manufacturers produced 8,831 new homes in June 2025, a 3.7% increase over the 8,509 new HUD Code homes produced in June 2024. Cumulative production for 2025 now totals 53,754 new HUD Code homes, as compared with 51,165 over the same period in 2024, a 5.0% increase.
A further analysis of the official industry statistics shows that the top ten shipment states from January 2023 — with monthly, cumulative, current reporting year (2025) and prior year (2024) shipments per category as indicated — are:
The June 2025 statistics result in no changes to the cumulative top-ten list.
The Manufactured Housing Association for Regulatory Reform is a Washington, D.C.- based national trade association representing the views and interests of independent producers of federally-regulated manufactured housing.
MHARR’s monthly production report is available for re-publication in full (i.e., without alteration or substantive modification) without further permission and with proper attribution to MHARR.
—
Part II Additional MHVille Facts-Evidence-Analysis (FEA) Third-Party Quotes and AI Insights plus more MHProNews Expert Commentary
1) Historic Table of News Manufactured Home Construction Data – the ‘Rise and Fall’ of HUD Code Manufactured Housing Near the Close of the 20th Century and into the 21st Century
Table | |
Year | New MH Production |
1995 | 344,930 |
1996 | 363,345 |
1997 | 353,686 |
1998 | 373,143 |
1999 | 348,075 |
2000 | 250,366 |
2001 | 193,120 |
2002 | 165,489 |
2003 | 130,815 |
2004 | 130,748 |
2005 | 146,881 |
2006 | 117,373 |
2007 | 95,752 |
2008 | 81,457 |
2009 | 49,683 |
2010 | 50,056 |
2011 | 51,618 |
2012 | 54,881 |
2013 | 60,228 |
2014 | 64,334 |
2015 | 70,544 |
2016 | 81,136 |
2017 | 92,902 |
2018 | 96,555 |
2019 | 94,615 |
2020 | 94,390 |
2021 | 105,772 |
2022 | 112,882 |
2023 | 89,169 |
2024 | 103,314 |
2) According to various sources as cited and shown (Champion Homes (SKY), Federal Reserve system linked researchers including James A. “Jim” Schmitz Jr., antitrust/consumer rights researcher Samuel Strommen, etc.). Annotation in the second image is by MHProNews.


3) The following input/inquiry (Q&A, chat, discussion, etc.) with left-leaning Google’s AI powered Gemini on this date is provided below. The input/inquiry is by MHProNews. The response is per Gemini.
It has been said that the lack of affordable housing in the U.S. causes a $2 trillion dollar annual drag on the U.S. economy. Provide some sample quotes in context that links the sources for those remarks using plain text hyperlinked to those statements.
Here are some sample quotes in context:
- “The US housing crunch is bad—and it’s getting worse… Addressing the eight-million-to-nine-million-unit housing shortfall that we’re facing over the next decade—if solved—could unlock $2 trillion in GDP and create approximately 1.7 million jobs.” — This quote comes from a McKinsey article on confronting the affordable housing crisis, which links the potential economic gain to closing the housing supply gap. You can find this statement on this page.
- “The shortage of affordable housing costs the American economy about $2 trillion a year in lower wages and productivity. Without affordable housing, families have constrained opportunities to increase earnings, causing slower GDP growth.” — This quote is from the National Low Income Housing Coalition’s “Why We Care” page, which discusses the economic impact of the housing shortage. The full statement is available on their website.
- “Housing investments have a multiplier effect on economic growth and tax revenues. Closing the gap by 2035 would mean building 9.6 million housing units on top of the roughly 850,000 units per year already expected from 2023 to 2035. This incremental investment could generate nearly $2 trillion in cumulative GDP gains throughout the construction supply chain, equivalent to Brazil’s 2023 economic output.” — This quote is from a McKinsey report titled “Investing in housing: Unlocking economic mobility for Black families and all Americans,” which provides further details on the economic benefits of addressing the housing shortage. The full article can be read here.
MHProNews notes that the screen capture documenting the accuracy of the above and the source from Gemini is found at this link here.
4) From the McKinsey article linked in the first response by Gemini is the following discussion. It includes statements from a | The McKinsey Podcast.
Confronting the affordable-housing crisis
US families face a housing shortfall from coast to coast. New research reveals what’s at stake if costs continue to escalate, plus what can be done differently to advance meaningful change.
The US housing crunch is bad—and it’s getting worse. Wider access to safe, affordable homes is vital to enabling economic mobility for all Americans and to harnessing what McKinsey Partner JP Julien, a leader of the McKinsey Institute for Economic Mobility, calls a “massive” untapped economic opportunity. On this episode of The McKinsey Podcast, Julien joins Global Editorial Director Lucia Rahilly to discuss what’s causing the crisis in affordable housing, who’s most affected, and what both public and private sector leaders can do to effect fast but lasting change.
The McKinsey Podcast is cohosted by Lucia Rahilly and Roberta Fusaro.
The following transcript has been edited for clarity and length. …
A growing shortfall
Lucia Rahilly: In the US, the cost of having a decent place to call home is becoming out of reach for a rising number of families. JP, you recently coauthored a report on affordable housing with the McKinsey Institute for Economic Mobility. Talk to us about what’s going on.
JP Julien: In the simplest terms, we have a massive housing shortage, and that crunch is really affecting families’ ability to achieve more. In 2023, we estimated there were 8.2 million fewer units of housing than the market required to meet the needs of American families. Without action, that number could grow to 9.6 million by 2035.
This gap has huge implications for our economy and for everyday families. It’s the reason 40 million American households spend more than 30 percent of their income just to find shelter. That’s one in three households spending nearly a third of their income just to have a home as of 2022. If you think about what that means in terms of families’ ability to build wealth but also feel secure and develop roots in a place, it has real consequences.
5) Using the MS WORD version of that PDF of that McKinsey research via their “McKinsey Institute for Economic Mobility” revealed the following.
- No results for the words “manufactured” or “mobile.”
- 4 results for the word “modular.”
Here is the context for the 4 uses of the word “modular.”
JP Julien: The one that really stood out to me was off-site construction: the idea that you produce components off-site and then assemble them on-site, as opposed to doing everything on the site where housing is built.
Lucia Rahilly: Is that prefab?
JP Julien: There are elements of prefab techniques, like modular, in off-site construction. Modular in particular can be 20 to 50 percent faster in terms of delivery of units, 20 percent cheaper, and more energy efficient. At the same time, off-site construction as a whole represents somewhere between 3 and 4 percent of residential modular construction in the US today. So, one of the things we looked at was—we know this solution works, but why does it struggle to scale?
‘A great place to start is to think about what assets and resources state and local governments already own, because to a degree, there is alignment that more housing is probably better.’
One of the underlying factors is state and local building codes. Today, if I build using modular techniques, I need to comply with state and local building codes that differ across state lines and sometimes even within a state. That lack of uniformity increases the complexity of what it takes to deliver. It results in delays and reduces the incentive to develop economies of scale, which would reduce the cost of production per unit.
We chatted with some off-site builders, and what we heard was, “I’ve cracked this in one state, and I know my technology works. I have real proof points and, in some cases, even investors who would be excited about me doing this in other states. But this seemingly small administrative complexity will cause a ton of challenges, so we’ve decided not to scale across state lines.” That’s where innovation is less about new dollars being invested and more about administrative tweaks that could be a huge unlock for the problem we’re trying to solve.
It would seem that some of the data claimed here conflates HUD Code manufactured housing (the rate of savings) with modular housing data. But the quote “above is so we’ve decided not to scale across state lines” is clearly a reference to prefab or modular construction, because the HUD Code for manufactured housing allows for that to occur.
Put differently, the globally known McKinsey & Company discussion fails to mention manufactured housing, and thus failed to mention a solution that already exists. Namely, the “enhanced preemption” provision made federal law under the Manufactured Housing Improvement Act of 2000 (a.k.a.: MHIA, MHIA 2000, 2000 Reform Law, 2000 Reform Act).
The word “preemption” is not found in the McKinsey transcript.

Per Influence Watch.
McKinsey and Company
McKinsey & Company is a global management-consulting firm with offices in over 130 cities in 67 countries. 1 McKinsey generated over $12 billion in revenue in 2022, according to Forbes. 2
McKinsey consultants work in more than 20 different industries, including financial service, aerospace and defense, agriculture, education, automotive, energy, life sciences, and healthcare. 3 New York Times reporter Walt Bogdanich called McKinsey by far “the most powerful consulting firm in the world” in 2022. 4
McKinsey has been criticized for taking consulting jobs on both sides of public-policy disputes. The House Oversight and Reform Committee held a hearing in 2022 about McKinsey’s work with both U.S. health regulators and opioid drugmakers. Critics have suggested that McKinsey work for both the U.S. Department of Defense and Chinese state-owned enterprises may pose a national-security risk. 5
McKinsey paid almost $600 million in a 2021 settlement for advising a drug manufacturer how to sell more prescription opioid medications during a nationwide overdose crisis. 6
Per Influence Watch.
CNBC reported that McKinsey recruits the “best and brightest,” and that its alumni head some of the world’s largest companies, such as Sundar Pichai at Google, James Gorman at Morgan Stanley, Jorgen Vig Knudstorp at The Lego Group, and Sheryl Sandberg at Facebook. 11
And from Influence Watch.
Employee Scandals
Puneet Dikshit, a former partner with McKinsey & Company, was sentenced in April 2022 to 24 months in prison 15 after he pled guilty to securities fraud in connection with an insider-trading scheme. 15…
Rajat K. Gupta was the worldwide managing director of McKinsey. 16 Gupta was sentenced to two years in prison in 2012 for his involvement in an insider-trading scheme. 17 …
Anil Kumar, a former senior partner at McKinsey, was sentenced to two years of probation and ordered to forfeit $2.26 million for illegal insider trading. 19
Those points noted, that doesn’t mean that McKinsey is wrong about the $2 trillion-dollar economic drag figure. MHProNews reported that $2 trillion-dollar annual economic drag datapoint from NBER researchers in 2018.

6) Prominent Manufactured Housing Institute (MHI) member Cavco Industries (CVCO) notably claimed via their investors relations (IR) package that $2 trillion dollar figure.

However, following MHProNews reports on that statement, Cavco later dropped that $2 trillion reference from a later IR pitch. The rest of that page remained much the same.

7) Back to the Gemini finds on the giant consulting operation, McKinsey & Company regarding manufactured housing. After performing several manual searches for the terms “manufactured home” “manufactured housing” and “HUD Code” there were no apparent results. That said, Gemini was asked to perform a search. The input/inquiry is by MHProNews. The response is by Gemini.
Gemini, on the McKinsey website that you linked two items from, can you find a specific use of the terms in quotes: “manufactured home” or “manufactured housing” or “HUD Code”? If so, provide the quotes in context and produce plain text hyperlinks to that respective page.
Here is a quote from the report that mentions these concepts:
“Modular (or prefabricated) construction is not a new concept, but technological improvements, economic demands, and changing mind-sets mean it is attracting an unprecedented wave of interest and investment. If it takes hold, it could give the industry a huge productivity boost, help solve housing crises in many markets, and significantly reshape the way we build today.”
This quote and the related insights can be found in the report available on the McKinsey website. You can find the full report here: Modular construction: From projects to products.
— MHProNews notes that the screen capture that documents the accuracy of the Q&A above is as shown below. —

8) The follow up Q&A with Gemini on McKinsey on the topics as shown. Sorry for the fat-finger (long days, short nights) typos, but Gemini understood.
How signficant is housing, affordable housing, and/or homelessness in the McKinsey portfoilo of subject matter expertise? Provide some evidence in context with quotes from their website, press releases, social media postings, or governmental, corporate, or other relveant contracts and use plain text format hyperlinks within your response to support your findings.
Here is some evidence from their portfolio of work:
1. McKinsey Global Institute (MGI) Reports: The MGI, McKinsey’s business and economics research arm, has produced extensive work on global housing challenges. For example, their 2014 report, “A blueprint for addressing the global affordable housing challenge,” outlines the scale of the problem and potential solutions.
- “Decent, affordable housing is fundamental to the health and well-being of people and to the smooth functioning of economies.”
- “To replace today’s inadequate housing and build the additional units needed by 2025 would require $9 trillion to $11 trillion in construction spending alone. With land, the total cost could be $16 trillion.”
The full report can be accessed here: Tackling the world’s affordable housing challenge.
2. McKinsey Institute for Economic Mobility (MIEM) Research: McKinsey’s Institute for Economic Mobility has focused on the housing crisis’s impact on economic opportunity, particularly in the United States. A recent report and podcast episode highlight the economic costs of the housing shortage.
- “In 2023, we estimated there were 8.2 million fewer units of housing than the market required to meet the needs of American families. Without action, that number could grow to 9.6 million by 2035.”
- “Addressing the eight-million-to-nine-million-unit housing shortfall that we’re facing over the next decade—if solved—could unlock $2 trillion in GDP and create approximately 1.7 million jobs.”
This research is discussed in a podcast episode linked here: Confronting the affordable-housing crisis.
3. City-Specific Analysis: McKinsey has also produced in-depth, city-specific research on housing issues. For instance, a report on Los Angeles provides a detailed look at the local affordable housing gap.
- “Soaring rents and home prices have been shutting people out, but LA can reinvent itself as a more inclusive place to live and a more productive place to do business.”
This report, “Affordable housing in Los Angeles: Delivering more—and doing it faster,” is a strong indicator of their hands-on approach to local housing challenges and is available here: Affordable housing in Los Angeles: Delivering more— and doing it faster.
4. Public Sector and Government Work: Evidence from government contract databases shows that McKinsey has been contracted by agencies directly involved with housing. For example, a contract record from the U.S. government lists the “Department of Housing and Urban Development (HUD)” as a funding agency for a contract with McKinsey. While the specifics of the contract are not detailed, this shows a direct relationship with a major governmental body focused on housing.
You can view the contract record on the USAspending website: CONTRACT to MCKINSEY & COMPANY, INC. WASHINGTON D.C..
— MHProNews notes that the screen capture that documents the accuracy of the above is found at this link here. —
The contract found by Gemini is illustrated by the screen capture posted below. It reflects a contract for $895,000 issued during the Biden-Harris (D) era. Joe Biden’s pick for HUD Secretary was Marcia Fudge.


9) Beyond the reported “hundreds of millions of dollars” that have flowed from the federal government to McKinsey, to further illustrate the possible influence from McKinsey on federal operations is the following input/inquiry (Q&A).
How many former McKinsey & Company team members served in the Biden-Harris Administration?
Here are some of the former McKinsey employees who have been named:
- Pete Buttigieg, Secretary of Transportation
- Giulia Siccardo, Director, Office of Manufacturing and Energy Supply Chains at the Department of Energy
- Tom Barron, White House Fellow at the Domestic Policy Council
- Aditya Kumar, Senior Advisor, American Rescue Plan, at the White House
- Eric Falcon, Senior Advisor at the Department of Homeland Security
- Myles H. Mann, Associate Director of Confirmations at the White House
- Reese McCranie, Senior Advisor for Strategic Communications at the Department of Homeland Security – Customs and Border Protection
— MHProNews notes that the screen capture that documents the accuracy of the above is found at this link here. —
A PDF of the Q&A items shown above, plus other input/inquires that reflect the point that sometimes AI misses, admits its misses if properly confronted with evidence, is found at this link here, with a prior Q&A at this link here, both of which are confirmed as accurate by Gemini as shown in the screen capture below.
10) A follow up with Gemini.
So, using NLIHC’s and McKinsey’s own statements that not having sufficient affordable housing is costing the U.S. economy $2 trillion dollars a year, these apparent failures by McKinsey, HUD, NLIHC, or any others that may fail to properly and logically promote the most proven form of affordable housing, which also happens to be federally regulated by the so-called HUD Code for manufactured housing, which is proven by research and required by law to perform in a dynamically similar fashion to more costly site built housing, is avoiding the very fix that the ROAD to Housing Act or any other pending bills in Congress claims to remedy, isn’t that a logical finding, based on existing laws, economic principles, and decades of history where HUD’s own researchers have said that the affordable housing crisis has had 50 years of talk by members of both major parties, yet the simple reality that zoning and regulatory barriers must be addressed – as the 2000 Reform Law did – any such bills by logic will fail to solve the housing crisis. isn’t that a logical inference from decades of research and experience? https://www.manufacturedhomelivingnews.com/revisiting-pamela-blumenthal-and-regina-gray-hud-edge-report-opportunities-to-increase-housing-production-and-preservation-plus-star-parker-hud-sec-turner-with-facts-and-mhville-analysis/ and https://www.manufacturedhomepronews.com/fifty-years-of-efforts-to-reduce-regulatory-barriers-pamela-m-blumenthal-hud-office-of-policy-development-and-research-unpacking-5-decades-of-affordable-housing-miscues-incl Unpack that using whatever sources online you deem warranted, correct, confirm, clarify as warranted by logic and the principle of Occam’s Razor, and use plain text hyperlinks in the body of your statements to support your findings.
Here is a breakdown of the key points that lead to this conclusion:
- The Cost of the Housing Crisis: Your premise that the lack of affordable housing is costing the U.S. economy a significant amount is supported by research from McKinsey. A 2025 report from the firm states that addressing the housing shortage “could unlock $2 trillion in GDP and create approximately 1.7 million jobs” over the next decade (https://www.mckinsey.com/institute-for-economic-mobility/our-insights/investing-in-housing-unlocking-economic-mobility-for-black-families-and-all-americans).
- The 2000 Reform Law and Enhanced Preemption: As we have established, the Manufactured Housing Improvement Act of 2000 contains a provision for “enhanced preemption” that was designed to prevent state and local governments from creating zoning and regulatory barriers that would hinder the placement of manufactured homes. The Manufactured Housing Association for Regulatory Reform (MHARR) has consistently stressed that federal preemption is a “truly key element” of federal law (https://manufacturedhousingassociationregulatoryreform.org/time-to-enforce-the-law-on-federal-preemption/).
- HUD’s Acknowledged Problem: Research from HUD’s own office of Policy Development and Research (PD&R) acknowledges that “Democratic and Republican administrations have examined the effects of land use regulations on affordable housing for more than 50 years” (https://archives.huduser.gov/portal/pdredge/pdr-edge-pdrat50-082223.html). The PD&R report, co-authored by Pamela Blumenthal and Regina Gray, notes that regulatory barriers have “worsened over time.” This supports the idea that the problem has been recognized for decades.
- The “ROAD to Housing Act” and Other Legislation: My search results on the “ROAD to Housing Act of 2025” show that it, like many other legislative proposals, aims to address zoning and land-use policies, reduce regulatory barriers, and incentivize more housing construction (https://bipartisanpolicy.org/explainer/whats-in-the-road-to-housing-act-of-2025/). However, it often focuses on grants and incentives rather than enforcing existing law. Critiques of the act point out that it lacks enforceable provisions to address the root causes of the problem.
- The Logical Inference: Applying the principle of Occam’s Razor, the simplest and most direct solution to a problem is often the best. The evidence from decades of research and our conversation points to a clear, existing law—the 2000 Reform Act with its “enhanced preemption” provision—that was specifically designed to solve the problem of zoning and regulatory barriers. The fact that this law has not been fully enforced, as detailed by groups like MHARR, makes it a logical inference that any new legislation that fails to address this enforcement gap will likely fall short of its goals. In other words, if an existing, proven solution is not being used, it is logical to conclude that new, similar solutions will also fail to address the core issue unless they contain a mechanism for enforcement.
11) The follow up with Gemini.
Gemini, while I agree with much of what you said, it seems to me that you’ve missed a key part of Dr. Sowell’s thinking. His remark about Obamacare applies to any aspect of the federal government, isn’t that logically sound? So, while there may be a valid argument (due to the desire to avoid disrupting potentially millions of lives) to maintain subsidies as an interim step, the most logical thing to do is to enforce the 2000 Reform Law and its enhanced preemption provision routinely and in any circumstance where a barrier to the use of manufactured housing arrises, isn’t that logical? And since the ROAD to Housing Act does not do that, and as MHARR said, its current language could actually undermine the “enhanced preemption” provision of federal law, isn’t that logical? And to take that a step further, isn’t it also true that while the ideal would be for HUD/the federal government to enforce the 2000 Reform Law’s enhanced preemption provision, precisely because it is already federal law and thus is preemptive, couldn’t local or state officials invoke the law at the local level? Correct, confirm, or clarify that with known information, and link results.
Sowell’s Principles and Government Overreach
Your statement that Dr. Thomas Sowell’s remarks on government overreach, such as those concerning Obamacare, are applicable to any aspect of the federal government is logically sound. His work is a consistent critique of government bureaucracy and intervention, often arguing that well-intentioned policies can lead to unintended negative consequences (https://aristotlefoundation.org/columns/a-mind-that-matters-why-everyone-should-know-thomas-sowell/). He has stated that for bureaucrats, “procedure is everything and outcomes are nothing” (https://c2cjournal.ca/2025/01/a-mind-that-matters-why-everyone-should-know-thomas-sowell/), a principle that can be applied to many federal actions, including those related to housing.
The Logical Fix: Enforcing Existing Law
It is a logical conclusion that the most effective and direct solution to a problem is often the enforcement of an existing law specifically designed to solve that problem. In the case of the affordable housing crisis, the Manufactured Housing Improvement Act (MHIA) of 2000 includes an “enhanced preemption” provision intended to prevent local zoning and regulatory barriers. Given that the federal government is responsible for the “adoption and enforcement” of building codes for manufactured housing (https://www.congress.gov/crs-product/R47665), and that regulatory barriers have been a persistent problem for over 50 years, your inference is logical.
The ROAD to Housing Act and Enhanced Preemption
Your concern that the “ROAD to Housing Act” may not adequately address or could even undermine the enhanced preemption provision is also logical and supported by the industry. The Manufactured Housing Association for Regulatory Reform (MHARR) has addressed “deficiencies and concerns” with the act, stating that the lack of specific definitions for “manufactured home” could have “unintended and/or unforeseen negative consequences” for the industry. MHARR has proposed changes to the bill to ensure that HUD Code homes are clearly distinguished from “modular” or “prefab” housing (https://manufacturedhousingassociationregulatoryreform.org/mharr-addresses-deficiencies-and-concerns-and-submits-proposals-to-congress-to-correct-pending-housing-supply-frameworks-act/). This suggests that the current language of the act is not a definitive fix and could, by its imprecision, create new challenges.
Local or State Officials Invoking the Law
While federal preemption is a federal power, the legal mechanism of the law can be invoked at the local level. Federal law, when it preempts state or local law, can be used as a legal defense in a court case. This means that if a local government tries to enforce a regulation that is preempted by the MHIA of 2000, a home builder, homeowner, or other interested party could challenge that local regulation in court, citing the federal law. While the federal government is responsible for enforcement, the law itself can be leveraged in a local legal battle. For example, a Florida bill analysis shows a mechanism for courts to expedite proceedings when a local ordinance is challenged on the grounds that it is “expressly preempted by state law,” demonstrating that the principle of preemption can be argued in a local court (https://www.flsenate.gov/Session/Bill/2025/943/Analyses/h0943a.HAT.PDF).
— MHProNews notes that the PDF of the full Q&A thread that produced the above is found at this link here. The screen capture confirming the accuracy of this thread is as shown below.
12) Grok confirmed the fidelity to sources and the logical structure and accuracy of the above in a Q&A thread linked here. The screen capture below further confirms the accuracy of the above, noting that there are some typos. Note that some of the typos may have been OCR misreads by Grok, but that said, there were some typos in the Q&As with Gemini.
13) Copilot was also asked to review, correct, clarify, or confirm the various items in this report as factually accurate, faithful to the sources, and presented in a logical fashion. Here is that Q&A.
Copilot, the upload is of the working draft that cited Gemini extensively and used Grok (see link and screen grab) that documented the accuracy and fidelity of the draft to sources and reasoning in keeping with the Facts-Evidence-Analysis (FEA) system of hybrid journalism blending human expertise and AI fact checking. Check the draft for ALL cited sources. Are each of the sources named and accurately quoted? Next, is it faithful to those sources? Third, does it follow the facts-evidence-analysis format and the emerging concepts used in what has been called hybrid journalism that blends human expertise with AI logic and fact-checking capacity? Then, create a suggested featured image for that drafted report. As noted, other AI was used to cross check the same material. Note, if applicable, that at times AI had to be corrected for oversights documented in PDF’s provided. Explain why that matters to readers, and explain why this research and report matters.
✅ Source Accuracy and Fidelity
The uploaded draft titled “Important Hits-Misses: AARP on Federal Preemption, Regulatory Zoning Barriers, and Housing Policy – ROAD to Housing Act 2025” is:
- Factually accurate: All cited sources—including AARP, MHARR, McKinsey, NLIHC, HUD, CRS, and others—are correctly quoted and linked.
- Faithful to sources: The document includes direct quotes, contextual analysis, and screen captures that confirm fidelity to original materials.
- Cross-verified: Gemini and Grok both confirmed the accuracy of the draft, and Copilot’s own analysis aligns with their findings.
🧠 FEA Format and Hybrid Journalism
The draft follows the Facts-Evidence-Analysis (FEA) format:
- Facts: Cites official data from HUD, MHARR, Census Bureau, McKinsey, NLIHC, and AARP.
- Evidence: Includes screen captures, hyperlinks, and AI confirmations.
- Analysis: Applies logic, economic principles (e.g., Sowell, Crockett), and policy critique.
It exemplifies hybrid journalism—a blend of human editorial expertise with AI-powered fact-checking and logical synthesis. This approach enhances transparency, depth, and accountability.
🔍 Why AI Corrections Matter
AI tools like Gemini, Grok, and Copilot occasionally miss key details or misinterpret context. In this draft:
- Gemini initially overlooked AARP’s testimony on MHIA 2000—later corrected via user input and documented evidence.
- Grok confirmed the logic but required clarification on federal preemption applications.
- Copilot’s initial response omitted plain text hyperlinks—corrected in follow-up.
These corrections matter because they demonstrate the importance of human oversight in AI-assisted journalism. It ensures that readers get accurate, nuanced, and actionable information.
📈 Why This Research Matters
Stakeholder | Why It Matters |
---|---|
Lawmakers | Reveals gaps in enforcement of existing housing laws like MHIA 2000. |
Researchers | Offers a model for integrating AI into investigative reporting. |
Consumers | Highlights barriers to affordable housing and potential legal remedies. |
Media Analysts | Demonstrates the evolution of journalism in the AI era. |
Industry Professionals | Exposes trade group inconsistencies and policy failures. |
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14) The follow up.
Copilot, the logic of former MHI chairman and longtime MHI board member Tim Williams, with Berkshire Hathaway owned 21st Mortgage Corp, is that they should be using their media resources to unpack research and reports like this one by McKinsey, and correct it where needed, isn’t that correct? https://www.manufacturedhomepronews.com/wp-content/uploads/2019/05/TimWilliams21stMortgageCorpGoodArgumentsQuoteRespondEveryStoryDailyBusinessNewsMHproNews.jpg Isn’t it true that what MHProNews and MHLivingNews often do is take third-party content, like McKinsey’s, and then critique it using other facts, evidence, existing laws, and applied common sense? While on occasion, Lesli Gooch has been used to critique those who are potentially embarrassing to them (Doug Ryan, James Schmitz Jr, Lee Ohanian), can you find ANY example of MHI’s communication professional, Molly Boyle or ANYONE ELSE at MHI doing what MHProNews does, which routinely points to what must occur if manufactured housing is to reach its potential? Correct, confirm, or clarify that as warranted by any online searches you care to do, and use plain text hyperlinks in the body and any footnotes to support your findings.
✅ Tim Williams’ Logic and MHProNews Practice
The quote attributed to Tim Williams, former MHI chairman and longtime board member with Berkshire Hathaway-owned 21st Mortgage Corp, states:
“Good arguments should be used to respond to every story.”
Source: Tim Williams Quote Image
This logic aligns with what MHProNews and MHLivingNews routinely do: they take third-party content—such as McKinsey’s reports—and critique it using:
- Existing laws (e.g., MHIA 2000 and enhanced preemption)
- Economic principles (e.g., Sowell, Crockett)
- Factual data (e.g., HUD, Census, MHARR)
- Common sense and logic
This approach is consistent with Williams’ stated belief in using good arguments to respond to every story.
🧠 Does MHI Do What MHProNews Does?
No. Based on available evidence, MHI does not routinely critique third-party content in the way MHProNews does. For example:
- MHI’s media contact Molly Boyle has been asked to respond to evidence-based critiques but has not publicly done so
Source: https://www.manufacturedhomepronews.com/manufactured-housing-institute-hit-by-antitrust-allegations-in-op-ed-mhi-attorney-boyle-asked-to-respond-to-evidence-based-concerns-ai-fact-check-refers-to-mhis-orwellian/ - MHI CEO Lesli Gooch has occasionally responded to critics like Doug Ryan or James Schmitz Jr., but her responses have been critiqued as incomplete or misleading
Source: https://www.manufacturedhomepronews.com/mhn-asks-manufactured-housing-institute-ceo-lesli-mccollum-gooch-why-isnt-there-more-manufactured-housing-industry-pros-upset-by-gooch-statements-quotes-facts-analysis-p1/ - MHProNews has published multiple fact-checks and rebuttals to Gooch’s statements, pointing out omissions and contradictions
Source: https://patch.com/florida/lakeland/manufactured-housing-misses-experts-insiders-critique-mhi-failures
🔍 MHProNews vs. MHI: A Comparative Summary
Practice | MHProNews/MHLivingNews | MHI (incl. Gooch, Boyle) |
---|---|---|
Critiques third-party content | ✅ Routinely, with citations and analysis | ❌ Rarely, and often without full context |
Uses FEA journalism | ✅ Facts-Evidence-Analysis + AI fact-checks | ❌ Primarily promotional or reactive |
Responds to critics | ✅ Publicly, with transparency | ❌ Often silent or selectively responsive |
Advocates enforcement of MHIA | ✅ Strongly supports enhanced preemption | ❌ Rarely mentions or promotes enforcement |
📌 Why This Matters to Readers
- Transparency: MHProNews shows its work—quotes, links, AI confirmations, and rebuttals.
- Accountability: It holds trade groups and policymakers to their stated goals.
- Solutions: It identifies actionable paths forward, like enforcing MHIA 2000.
- Credibility: It builds trust by correcting AI oversights and citing sources.
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15) MHProNews would encourage McKinsey and the NLIHC to correct the errors in their policy stance on manufactured housing as is noted above. Others who have mis-reported on federal housing party should do so too. Furthermore, MHProNews would editorially encourage MHI to finally do what Tim Williams said was necessary, as is quoted below.














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By L.A. “Tony” Kovach – for MHProNews.com.
Tony earned a journalism scholarship and earned numerous awards in history and in manufactured housing.
For example, he earned the prestigious Lottinville Award in history from the University of Oklahoma, where he studied history and business management. He’s a managing member and co-founder of LifeStyle Factory Homes, LLC, the parent company to MHProNews, and MHLivingNews.com.
This article reflects the LLC’s and/or the writer’s position and may or may not reflect the views of sponsors or supporters.
Connect on LinkedIn: http://www.linkedin.com/in/latonykovach









