By James White II
After years of breathless headlines and sky-high valuations, 2026 is shaping up to be the year when artificial intelligence finally has to prove it10s worth. The message from boardrooms to Main Street is clear: show me the money.
According to recent research from MIT Sloan Management Review and industry leaders, businesses are no longer satisfied with impressive demos and pilot programs. They want measurable returns on investment, documented productivity gains, and real-world impact. As Venky Ganesan of Menlo Ventures puts it,
"2026 is the 'show me the money' year for AI."
This shift from experimentation to accountability creates both challenges and opportunities for communities like ours. The good news? Small and medium-sized businesses are closing the gap with large enterprises faster than anyone expected. In February 2024, large b14usinesses used AI at 1.8 times the rate of small businesses. By August 2025, that gap had shrunk dramatically—small business usage reached 8.8% while large business adoption actually declined slightly to 10.5%.
What does this mean for Southea16st Ohio and communities facing similar challenges? It means we're not too late to the party. In fact, we might be arriving at exactly the right time—when AI tools are becoming more accessible, affordable, and proven, but before the competitive advantages solidify.
The businesses seeing real gains 19from AI shar20e common characteristics: they prioritize data quality over flashy technology, they integrate AI into existing workflows rather than treating it as a separate initiative, and they focus on specific, measurable outcomes. Seventy-four percent of growing small businesses are incr21easing data management investments, compared to just 47% of declining businesses.
Moreover, the most successful AI adopters aren't trying to do everything at once. They're going "narrow and deep"—selecting one or two high-impact processes and redesigning them from the ground up with AI capabilities, rather than simply automating existing inefficient workflows.
"2026: The Year AI Moves from Hype to ROI"
The "Warehouse" Trap: Why Data Centers Aren't Just Buildings Anymore
For years, towns welcomed data centers as "quiet neighbors"—massive tax-paying boxes that required no schools and few services. But the AI gold rush has changed the math. Communities are now trading away their most precious resources—water, power, and land—for a handful of permanent jobs and a surge in construction dust. The "FOMO" (fear of missing out) dynamic has allowed Big Tech to dictate terms in secret, but the tide is turning. As hyperscalers scramble for "mega-sites," the leverage has shifted back to the local level. It’s time to stop treating data centers like warehouses and start treating them like the anchors of a new industrial revolution.
Key Takeaways
The Jobs Illusion: Traditional models offer thousands of temporary construction roles but often fewer than 400 permanent operational jobs. Regions must look beyond the initial headcount to find true value.
A Shift in Power: The intense competition between firms like OpenAI, Google, and Microsoft for grid access and permits gives local officials new leverage to demand "win-win" co-investments.
Ecosystem over Real Estate: Successful regions (like Southeastern Wisconsin) are moving from "narrow deals" focused only on zoning to "ecosystem-shaping moments" that include R&D partnerships and workforce training.
Energy as an Opportunity: Data centers' massive energy needs can be used to fund local grid modernization and pilot innovative green technologies like geothermal and advanced nuclear power.
Next Steps for Communities Facing New Proposals
If your region is currently negotiating a data center site, the article suggests these immediate strategic shifts:
Stop the Hasty Sprint: Reject opaque, secretive negotiations. Broaden the agenda to include high-value tech benefits before granting expedited permits.
Demand "Compute" Access: Negotiate for guaranteed computing resources for local public universities and research labs to prevent "brain drain" to the private sector.
Propose a "Community Equity Endowment": Move beyond simple community benefit agreements. Explore models where the community co-invests in the real estate or captures a portion of the project's long-term financial upside.
Create Regional Testbeds: Require developers to co-finance local R&D hubs where home-grown startups can validate new cooling or hardware technologies.
Conclusion
The era of the "out-of-sight, out-of-mind" data center is over. As AI scales, these facilities are becoming the "factories" of the 21st century. Communities that continue to accept the standard, asymmetric deal risk becoming mere infrastructure hosts with a stressed grid and an empty talent pool. However, by demanding a seat at the table as an active partner—rather than just a landlord—local leaders can transform these massive physical footprints into self-sustaining engines of regional innovation and shared prosperity.
CALL TO ACTION: Libraries Partner with Us
Libraries: Bring AI Literacy to Your Community
Southeast Ohio's libraries have always been more than book repositories—you're community anchors, digital access points, and trusted sources of learning. Now, as AI reshapes our economy and society, libraries are perfectly positioned to ensure no one gets left behind.
I'm launching a free online AI Literacy course this spring, and I need library partners throughout Ohio to help reach the communities that need it most.
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“I guide leaders and organizations with purpose toward sustainable growth.”
- James White II, Founder of J. White II Consulting & CEDS LLC
Posted February 8, 2026
Can a state protect its citizens from algorithmic bias if it costs them their high-speed internet?
This is the $42 billion question facing many state legislators today. With the Colorado AI Act set to take effect in June 2026, the state faces a pivotal decision between protecting civil rights and ensuring its digital future.
In 2024, Colorado gave tech companies a compliance roadmap. In 2025, the federal government gave them an ultimatum.
Now, Colorado startups are caught in a regulatory no man's land—where following state law might mean losing the very infrastructure they need to scale.
This is federal power wielded not through legislation or court victories, but through the purse strings. States can keep their laws on the books, but they'll pay for it.
Colorado has a problem. The state passed comprehensive AI legislation in 2024—the Colorado AI Act—requiring companies to assess their AI systems for bias and discrimination.
It was carefully crafted, years in the making, and set to take effect in June 2026.
Now Colorado faces a choice: keep the law and lose billions in federal funding, or gut its protection and get the money.
This isn't hypothetical. In July 2025, the Trump administration's AI Action Plan directed the Office of Management and Budget to consider a state's AI regulatory climate when making funding decisions and limit funding if the state's AI regulatory regimes may hinder the effectiveness of that funding or award.
Posted January 24, 2026
A Tale of Two Philosophies
In his compelling work "The Shortest History of Innovation," Australian economist Andrew Leigh traces humanity's greatest leaps forward through three essential forces: tinkering (local experimentation and diverse approaches), teams (collaboration at scale), and trade (the free flow of ideas across borders and disciplines). These forces, Leigh argues, determine whether innovation flourishes or withers.
Continued on LinkedIn (see below).
When Federal Floors + State Ceilings = Smart Innovation?
Algorithmic Validity asks, “Who gets to define validity?’”.
Issue #2 is live.
Colin Kaepernick Integrates AI And Literacy In Nashville School Pilot Program
by Kandiss Edwards
Black Enterprise
Posted January 27, 2026
Reposted January 28, 2026
Former NFL quarterback Colin Kaepernick promotes literacy and technology through his tech company, Lumi AI, and partners with Nashville schools. In conjunction with Metro Nashville Public Schools (MNPS), In conjunction with Metro Nashville Public Schools (MNPS), Kaepernick will launch an AI literacy and storytelling pilot program. He is the CEO and co-founder of Lumi, an AI-powered storytelling platform that allows users to engage in literacy in an immersive way
Community Economic Development (CED) in America is deeply rooted in African American history. From Reconstruction forward, Black communities built economic power through land ownership, entrepreneurship, education, and collective action—often in the absence of access to formal capital or public investment.
Leaders like Booker T. Washington emphasized vocational training and enterprise as pathways to dignity and self-determination. That vision came to life in places like Tulsa, Oklahoma’s Black Wall Street, where Black-owned businesses, banks, and institutions formed a thriving local economy—demonstrating the power of community-controlled development.
This legacy also gave rise to modern institutions. In 1967, Bedford-Stuyvesant Restoration Corporation became the nation’s first Community Development Corporation (CDC), proving that place-based, community-led investment could drive revitalization without displacement. Today, CDCs and CDFIs across the country carry this work forward by expanding access to capital, housing, jobs, and ownership.
Modern community wealth-building efforts—from Evergreen Cooperatives in Cleveland to Banana Kelly Community Improvement Association in the Bronx—reflect a direct lineage from these early models. While rooted in Black leadership and experience, these strategies have become a blueprint for inclusive growth that benefits communities of all races, ethnicities, genders, and sexual identities.
Even the Black Church played a significant role in community development and revitalization. Black churches were "seedbeds" for organizing the community's first major financial institutions, including Black-owned banks and life insurance companies, particularly after the failure of the Freedman's Savings and Trust Company in 1874. Today, Black churches are uniquely positioned to lead economic movements centered on closing the racial wealth gap, as they are often the only stable institutions remaining in underserved neighborhoods.
Hidden Safe House
Used In Underground Railroad
Discovered In NYC
Landmarked Museum
Black Enterprise Posted February 11, 2026 Reposted February 14, 2026
A hidden safe house once used by the Underground Railroad has been discovered within a famed NYC landmark museum. A hidden safe house once used by the Underground Railroad has been discovered within a famed NYC landmark museum. Inside the Merchant’s House Museum in Manhattan, visitors to the Empire State would get a sense of “old New York.”
The old residential building became its own historic center in 1936, showcasing life during the late 19th century. Initially belonging to the Treadwell family, its well-kept furnishings have become a mainstay for New York’s eclectic museum offerings. However, the Merchant’s House museum’s staff have discovered a new historic remnant within its walls, a safe house used to protect and hide people escaping slavery. They were aware of its existence, but not the significance of the vacant room.
“We knew it was here, but didn’t really know what we were looking at,” explained Camille Czerkowicz, the museum’s curator, to NY1.
Behind the bedrooms on its second floor lies a vertical passageway used by freedom-seekers to travel in secret. The reveal has sent a shockwave through historical preservation circles, with one expert calling the safe house a “generational find.”
“I’ve been practicing historical preservation law for 30 years, and this is a generational find. This is the most significant find in historic preservation in my career, and it’s very important that we preserve this,” Michael Hiller, a preservation attorney and professor at Pratt Institute, said.
During the enslavement period, some enslaved Africans were able to find ways to escape, often with the help of white and Black abolitionists. The Underground Railroad was a secret passage system from the slavery-legalized South to the Northern free states in the U.S., often taking many freedom-seekers all the way to Canada to escape bondage. According to History.com, the Railroad had many unique stops along its journey, using several safe houses to ensure travelers stayed hidden.
The Abolitionist Movement:
A Quick Overview
The Abolitionist Movement was the organized effort to end the practice of slavery in the United States. While it existed from the colonial era, it transformed into a militant, high-stakes political force in the mid-19th century.
Core Strategies
Moral Suasion: Using literature, speeches, and religious arguments to frame slavery as a "national sin."
Political Lobbying: Founding parties like the Liberty Party and the Free Soil Party to challenge slaveholding interests in Congress.
The Underground Railroad: A clandestine network of safe houses used by "conductors" to guide freedom-seekers to the North and Canada.
Historical Significance
The movement was the primary catalyst for the American Civil War. It pushed the nation toward the passage of the 13th Amendment, which constitutionally abolished slavery in 1865.
Modern Preservation & Legacy
Physical evidence of the movement is still being uncovered today.
Hidden Safe Houses: In February 2026, a vertical passageway used to hide freedom-seekers was discovered at the Merchant’s House Museum in NYC.
Urban History: These finds prove that even in Northern cities where the elite were often neutral, secret networks of abolitionist resistance were deeply embedded in the architecture of the time.
"This is the most significant find in historic preservation in my career." — Michael Hiller, Preservation Attorney
Iconic Figures
Leader Known For Frederick Douglass, Master orator and author of influential slave narratives.
Harriet Tubman, Famed conductor of the Underground Railroad.
William Lloyd Garrison, Editor of The Liberator, advocating for "immediatism."
Sojourner Truth Powerful voice for both abolition and women’s suffrage.
Would you like me to tailor this sidebar to fit a specific section of your startup business plan, perhaps as part of a social impact or historical education module?
BLACK HISTORY MONTH
A Good Deed Gone Bad
Harriet’s desire for justice became apparent at age 12 when she spotted an overseer about to throw a heavy weight at a fugitive. Harriet stepped between the enslaved person and the overseer—the weight struck her head.
She later said about the incident, “The weight broke my skull … They carried me to the house all bleeding and fainting. I had no bed, no place to lie down on at all, and they laid me on the seat of the loom, and I stayed there all day and the next.”
Harriet’s good deed left her with headaches and narcolepsy the rest of her life, causing her to fall into a deep sleep at random. She also started having vivid dreams and hallucinations which she often claimed were religious visions (she was a staunch Christian). Her infirmity made her unattractive to potential slave buyers and renters.
Escape from Slavery
In 1840, Harriet’s father was set free and Harriet learned that Rit’s owner’s last will had set Rit and her children, including Harriet, free. But Rit’s new owner refused to recognize the will and kept Rit, Harriet and the rest of her children in bondage.
Around 1844, Harriet married John Tubman, a free Black man, and changed her last name from Ross to Tubman. The marriage was not good, and the knowledge that two of her brothers—Ben and Henry—were about to be sold provoked Harriet to plan an escape.
Harriet Tubman: Underground Railroad
On September 17, 1849, Harriet, Ben and Henry escaped their Maryland plantation. The brothers, however, changed their minds and went back. With the help of the Underground Railroad, Harriet persevered and traveled 90 miles north to Pennsylvania and freedom.
Tubman found work as a housekeeper in Philadelphia, but she wasn’t satisfied living free on her own—she wanted freedom for her loved ones and friends, too.
She soon returned to the south to lead her niece and her niece’s children to Philadelphia via the Underground Railroad. At one point, she tried to bring her husband John north, but he’d remarried and chose to stay in Maryland with his new wife.
Tubman found work as a housekeeper in Philadelphia, but she wasn’t satisfied living free on her own—she wanted freedom for her loved ones and friends, too.
She soon returned to the south to lead her niece and her niece’s children to Philadelphia via the Underground Railroad. At one point, she tried to bring her husband John north, but he’d remarried and chose to stay in Maryland with his new wife.
Carter G. Woodson, often called the "Father of Black History," established what would become Black History Month in 1926, initially as "Negro History Week." Born in 1875 to formerly enslaved parents, Woodson became the second African American to earn a PhD from Harvard University and dedicated his life to documenting and promoting the study of Black history and culture. He chose the second week of February for the observance because it coincided with the birthdays of both Abraham Lincoln and Frederick Douglass, two figures whose legacies were central to the African American experience. Woodson founded the Association for the Study of Negro Life and History (now the Association for the Study of African American Life and History) in 1915 and created the observance out of his conviction that Black Americans' contributions had been systematically excluded from mainstream historical narratives. The week-long celebration expanded to a month-long observance in 1976, during the United States Bicentennial, and has since become an integral part of American education and culture, fulfilling Woodson's vision of ensuring that Black history is recognized as an essential component of American history.
Fugitive Slave Act
The 1850 Fugitive Slave Act allowed fugitive and freed workers in the north to be captured and enslaved. This made Harriet’s role as an Underground Railroad conductor much harder and forced her to lead enslaved people further north to Canada, traveling at night, usually in the spring or fall when the days were shorter.
She carried a gun for both her own protection and to “encourage” her charges who might be having second thoughts. She often drugged babies and young children to prevent slave catchers from hearing their cries.
Over the next 10 years, Harriet befriended other abolitionists such as Frederick Douglass, Thomas Garrett and Martha Coffin Wright, and established her own Underground Railroad network. It’s widely reported she emancipated 300 enslaved people; however, those numbers may have been estimated and exaggerated by her biographer Sarah Bradford, since Harriet herself claimed the numbers were much lower.
Nevertheless, it’s believed Harriet personally led at least 70 enslaved people to freedom, including her elderly parents, and instructed dozens of others on how to escape on their own. She claimed, “I never ran my train off the track and I never lost a passenger.”
Harriet Tubman's Civil War Service
More to History: Harriet Tubman's Civil War Heroics
Harriet Tubman is known for her legendary efforts to free slaves via the Underground Railroad. And nothing, even the Civil War, would get in the way.
Summary
"Martin Luther King Jr.’s Theological Evolution and the Impact of the (Black) Social Gospel on His Political Views"
by Paulina Napierała
This academic article challenges the dominant narrative about Martin Luther King Jr.'s intellectual influences by recovering a long-neglected theological tradition: the Black social gospel.
The Problem: For decades, scholars attributed King's activism primarily to white Western philosophy and theology—personalism from Boston University, Reinhold Niebuhr's Christian realism, Walter Rauschenbusch's social gospel, and Gandhi's nonviolence. Early analyses minimized or entirely omitted the Black Church tradition that shaped King's formative years. This erasure distorted our understanding of King's theology, his activism, and the Black Church itself.
The Black Social Gospel Defined: Gary Dorrien's scholarship has been instrumental in distinguishing the Black social gospel from its white counterpart. While both traditions addressed economic inequality and sought to apply Christian ethics to social problems, the Black social gospel emerged from fundamentally different circumstances:
It developed in response to Reconstruction's failure, Jim Crow's rise, and lynching's terror
Racial oppression wasn't one issue among many—it "refigured how other problems were experienced"
Black social gospel leaders lacked access to mainstream platforms, creating counter-public spheres
They couldn't downplay the cross's meaning because they were "persecuted, crucified people" experiencing oppression daily
The full-fledged Black social gospel combined five elements: emphasis on Black dignity and personhood, protest activism for racial justice, comprehensive social justice agenda, insistence that authentic Christianity is incompatible with racial prejudice, emphasis on Jesus' social ethical teaching, and acceptance of modern scholarship and social consciousness.
Key representatives included Reverdy C. Ransom, Ida B. Wells-Barnett, Adam Clayton Powell Sr., Mordecai Wyatt Johnson, Benjamin E. Mays, Howard Thurman, Vernon Johns, and J. Pius Barbour.
King's Journey
Family Background: King grew up at Ebenezer Baptist Church under his grandfather A.D. Williams and father Martin Luther King Sr., both of whom practiced early versions of the Black social gospel—combining evangelical faith with social activism. However, their fundamentalism and emotional revivalism made young King initially reluctant to pursue ministry.
Morehouse College (1944-1948): This was King's breakthrough. Two professors transformed his understanding:
Benjamin E. Mays, president and leading Black social gospel representative, showed King that ministry could be intellectually rigorous, theologically liberal, and prophetically engaged. Mays had studied under Rauschenbusch and been mentored by Mordecai Johnson. He argued "a religion which ignores social problems will in time be doomed."
George D. Kelsey introduced King to biblical criticism, helping him realize Bible studies didn't require fundamentalist literalism. His lectures became "a breaking point for King's theological development."
Through these mentors, King discovered he could be a minister without adhering to his father's fundamentalism or emotionalism. As he wrote, "Both were ministers, both deeply religious, and yet both were learned men, aware of all the trends of modern thinking. I could see in their lives the ideal of what I wanted a minister to be."
Crozer Theological Seminary (1948-1951): King studied Rauschenbusch directly, calling Christianity and the Social Crisis "a book which left an indelible imprint on my thinking." He engaged Edgar Brightman's personalism, wrestled with Niebuhr's Christian realism, and heard Mordecai Johnson deliver an electrifying lecture on Gandhi. Importantly, J. Pius Barbour—Crozer's first Black graduate and a Black social gospel leader—mentored King through regular dinner conversations.
Boston University (1951-1955): King deepened his study of personalism under L. Harold DeWolf while also learning from Walter Muelder's "Socialist pacifist, antiracist, anticolonial, and feminist" wing of the social gospel. Howard Thurman influenced him with Jesus and the Disinherited, which interpreted Jesus' teachings through the oppressed's experience.
The Framework
What emerges isn't simply that King synthesized various influences. Rather, the Black social gospel provided the framework through which he understood and appropriated other traditions. As Dorrien stresses, "King was not the first Black thinker who appropriated the social gospel to the specific situation of the Black community. He was rather a continuator of the Black social gospel tradition."
Even when King studied Rauschenbusch directly at Crozer, he did so already immersed in the Black social gospel's interpretation of Rauschenbusch's work. His Morehouse mentors had shown him what it meant to translate social gospel theology into Black church contexts.
Political Implications
The Black social gospel's influence shaped King's activism from the beginning:
When Montgomery called in December 1955, King had already absorbed Black social gospel values about the church's prophetic role
The Southern Christian Leadership Conference gathered Baptist ministers all under strong Black social gospel influence
King translated social gospel beliefs into moderately socialist political views, agreeing with Rauschenbusch's critique of capitalism as "exploitative and predatory"
He considered "the social gospel, put into practice, as a decentralized, spiritualized form of socialism"
His socialist convictions—though kept quiet during the 1950s—became evident in political solutions he supported: the Bill of Rights for the Disadvantaged, the domestic Marshall Plan, compensatory treatment for the poor, the Poor People's Campaign, and opposition to the Vietnam War.
Importantly, King's "radicalization" in the 1960s wasn't a departure but a deepening. As one scholar notes, "the more the superstructure of his politics changed, the more the moral and spiritual base of his thinking stayed essentially the same."
Why This Matters
Distinguishing the Black social gospel as a separate tradition matters for several reasons:
It reveals unique features of a theological movement addressing issues white social gospel advocates ignored
It illustrates the Black Church's complicated nature—neither monolithically conservative nor uniformly activist
It allows us to notice the Black social gospel's particular influence on King and other civil rights leaders
It shows how religion can shape individual political preferences and influence social movements
It highlights theological and political divisions within churches, especially the Black Church
Conclusion
As Dorrien emphasizes, "without the black social gospel, King would not have known what to say when history called on December 3, 1955." Although the Black social gospel was long forgotten in scholarship, it is "the category that best describes Martin Luther King Jr., his chief mentors, his closest movement allies, and the entire tradition of black church racial justice activism reaching back to the 1880s."
King's views were "a product of the synthesis of Black cultural and religious influences and the Western traditions and theologies." Both versions of the social gospel—Black and white—deeply influenced his political views. While one emphasized the Black community's conditions and the other highlighted systemic faults affecting the whole society, both installed in him deep devotion to Christian socialism that translated into democratic socialism within the political sphere.
Understanding this theological foundation is essential for understanding King's legacy—and for recognizing that his activism emerged not from abstract philosophy but from a rich, prophetic tradition within the Black Church itself.
Pull Quotes
"King’s views were a product of the synthesis of Black cultural and religious influences and the Western traditions and theologies." (Page 3)
"He considered the social gospel, put into practice, as a decentralized, spiritualized form of socialism." (Page 28)
Citation (Chicago Style)
Napierała, Paulina. "Martin Luther King Jr.’s Theological Evolution and the Impact of the (Black) Social Gospel on His Political Views." Ad American: Journal of American Studies 25 (2024): 65-94.