Category: Government & Public Policy

A clearer line — or a slipperier slope? Why the DOL’s new contractor rule matters

Imagine you run a small business and hire freelancers one week and temp workers the next. One morning you open email and see the Department of Labor has proposed a rule meant to make it “clearer” whether someone is an employee or an independent contractor. Relief — or dread — sets in, depending on whether you value flexibility or worry about legal exposure.

The DOL’s February 26, 2026, proposal rescinds the Biden-era 2024 rule and returns to a streamlined “economic reality” approach that highlights two core factors: (1) the employer’s control over the work and (2) the worker’s opportunity for profit or loss from initiative or investment. The agency says the change aligns with decades of federal court precedent and aims to reduce litigation and confusion. But the move has stirred a predictable clash: business groups and many gig‑economy firms applaud the clarity and flexibility; labor advocates warn it could strip important wage-and-hour protections from millions of workers.

What the proposal does — in plain English

• Replaces the 2024 DOL rule on classification with an analysis similar to the 2021 approach centered on the “economic reality” test.
• Emphasizes two “core factors” as most important:
  • How much control the employer has over the worker’s tasks and work conditions.
  • Whether the worker has a realistic chance to make (or lose) money through their own initiative or investment.
• Lists additional, secondary factors (skill level, permanence of the relationship, integration into the employer’s business).
• Notes that actual practice matters more than what contracts say on paper.
• Extends the same analysis to related federal statutes that use the FLSA’s definition of “employ.”
• Opens a 60‑day public comment period closing April 28, 2026. (The DOL published the NPRM on Feb 26, 2026.)

Quick takeaways for different readers

• For small-business owners:
  • The rule aims to make classification simpler and more predictable if finalized.
  • Expect a window for asking the DOL clarifying questions through the comment process and compliance programs.
• For independent workers and gig economy participants:
  • The proposal could preserve or expand contractor status for many workers who value autonomy — but it also risks reducing access to minimum wage and overtime protections for others.
• For labor advocates and employees:
  • Fewer workers classified as employees means fewer covered by wage-and-hour protections, collective bargaining leverage, and employer-provided benefits.
• For lawyers and HR teams:
  • This will be fertile ground for litigation and for careful internal policy rewrites while the proposal moves through rulemaking.

Why the DOL framed this as “clarity” — and why clarity is complicated

The DOL’s framing rests on two arguments:

1. Federal courts have long used a flexible economic‑reality inquiry rather than a rigid checklist, so regulations should reflect that precedent.
2. A simpler core-factor approach reduces litigation and administrative burden for employers and helps workers know where they stand.

That logic is sensible in theory: predictable rules reduce uncertainty and compliance costs. But the devil is in the facts. Worker misclassification has two faces:

• Some businesses genuinely misuse contractor labels to avoid overtime, payroll taxes, and benefits.
• Some workers rely on genuine independent contracting for flexibility, higher hourly rates, and entrepreneurial control.

A rule that tilts too far toward flexibility risks enabling the first problem; a rule that tilts toward strict employee classification risks undermining the second. The 2024 rule leaned toward protecting workers by enumerating multiple factors; the 2026 proposal re-centers the analysis on control and profit/loss — factors employers often find easier to point to.

Likely effects — practical and political

• Short term:
  • Companies that depend on contractor models (ride-hailing, delivery, certain professional services) will welcome a looser test and may pause internal reclassification drives.
  • Unions and worker-advocacy groups will mobilize public comments and legal challenges if the final rule substantially reduces employee coverage.
• Medium term:
  • We can expect more Section-by-Section guidance requests, DOL compliance assistance calls, and possibly increased use of the PAID self-reporting program by employers uncertain about past classifications.
• Long term:
  • The regulatory pendulum has swung several times in recent administrations. Unless Congress acts to codify a standard, future administrations or courts could reverse course again. That means businesses and workers face recurring uncertainty unless legislative clarity is achieved.

Real-world scenarios (simple illustrations)

• A freelance graphic designer who sets her rates, works for many clients, and invests in her own software: likely independent contractor under the proposal.
• A delivery driver required to follow company-set routes, schedules, and branding, whose earnings are largely determined by company assignments: closer to employee under the control core factor.
• A construction subcontractor who invests in equipment and hires helpers: the profit/loss and investment factor could weigh toward independent contractor status even if they work primarily for one general contractor.

My take

The DOL’s stated goal of aligning regulations with long-standing court precedent and promoting predictability is reasonable. Businesses and independent workers deserve clearer guidance. But regulatory clarity should not become a shortcut for stripping protections. The two-core-factor approach can be useful, but success will depend on how the DOL defines and applies “control” and “opportunity for profit or loss” in practice — and on whether the agency’s examples and enforcement priorities protect vulnerable workers who lack genuine bargaining power.

The rulemaking process — public comments and later enforcement — will be the real battleground. Employers should review classification practices now, document actual working arrangements (not just contracts), and consider submitting informed comments. Workers and advocates should press the DOL to ensure the new framework doesn’t enable broad misclassification that escapes the protections Congress intended in the FLSA.

Final thoughts

This is a consequential regulatory moment with real money and livelihoods at stake. The DOL’s proposal could simplify life for many businesses and solidify independence for some workers — but it could also leave others with fewer protections. Watch the comment period (closes April 28, 2026) and the DOL’s examples closely; those details will determine whether the rule promotes honest flexibility or invites abusive classification.

Sources

• US Department of Labor — “US Department of Labor proposes rule clarifying employee, independent contractor status under federal wage and hour laws.”
  https://www.dol.gov/newsroom/releases/whd/whd20260226

• Associated Press — “Trump's Labor Department proposes more than 60 rule changes in a push to deregulate workplaces.”
  https://apnews.com/article/223309692fecb3721ef377154e7689ed

• The Washington Post (Opinion) — “A win for 11.9 million workers.”
  https://www.washingtonpost.com/opinions/2026/02/28/independent-contractors-employees-workers-labor-rule/

Who pays for AI’s power bill? A new pledge — or political theater?

Last week’s State of the Union brought the surprising image of the president leaning into the very modern problem of AI data centers and electricity rates. He announced a “rate payer protection pledge” and said major tech companies would sign deals next week to “provide for their own power needs” so local electricity bills don’t spike. It sounds neat: hyperscalers build or buy their own power, communities don’t pay more, and everybody moves on. But the reality is messier — and more revealing about how energy, politics, and tech interact.

What was announced — in plain English

• President Trump announced during the February 24, 2026 State of the Union that the administration negotiated a “rate payer protection pledge.” (theverge.com)
• The White House said major firms — Amazon, Google, Meta, Microsoft, xAI, Oracle, OpenAI and others — would formally sign a pledge at a March 4 meeting to shield ratepayers from electricity price increases tied to AI data-center growth. (foxnews.com)
• The administration framed the fix as letting tech companies build or secure their own generation (including new power plants) so the stressed grid doesn’t force higher bills on surrounding communities. (theverge.com)

Why this matters now

• AI data-center construction and operations have grown fast, pulling large blocks of power and creating hot local debates about grid strain, rates, and environmental impacts. Utilities and state regulators often negotiate special rates or infrastructure upgrades for big customers — which can shift costs around. (techcrunch.com)
• Politically, energy costs are a live issue for voters. A presidential pledge that promises to blunt rate increases is attractive even if the mechanics are complicated. Axios and Reuters noted the move’s symbolic weight. (axios.com)

How much of this is new versus PR?

• Much of the headline pledge echoes commitments big cloud providers have already made: signing deals to buy or build generation, increasing efficiency, and in some cases directly investing in local energy projects. Companies such as Microsoft have already offered community-first infrastructure plans in some locations. So the White House announcement amplifies existing industry steps rather than inventing a wholly new approach. (techcrunch.com)
• Legal and logistical constraints matter. Electricity markets and permitting sit mostly at state and regional levels, and the federal government can’t unilaterally force a nationwide energy-market restructuring. A White House-hosted pledge can add political pressure, but enforcement and the details of cost allocation remain in many hands beyond the president’s. (axios.com)

Practical questions that matter (and aren’t answered yet)

• Who pays up front? If a company builds generation, does it absorb the capital cost entirely, or does it receive tax breaks, subsidies, or other incentives that effectively shift some burden back to taxpayers? (nextgov.com)
• What counts as “not raising rates”? If a company signs a pledge to “not contribute” to local bill increases, regulators will still need to verify causation and fairness across customer classes.
• Will companies build fossil plants, gas peakers, renewables, or pursue grid-scale battery and demand-response strategies? The administration has signaled support for faster fossil-fuel permitting, which would shape outcomes. (theverge.com)

The investor and community dilemma

• For local officials and residents, a tech company saying “we’ll pay” is appealing — but communities still face issues of water use, land use, emissions, and long-term tax and workforce impacts that a power pledge doesn’t fully resolve. (energynews.oedigital.com)
• For energy markets and utilities, the ideal outcome is coordinated planning: companies that participate in grid upgrades, pay cost-reflective rates, and contract for incremental generation or storage reduce scramble-driven rate spikes. That coordination is harder than a headline pledge. (techcrunch.com)

What to watch next

• The March 4 White House meeting: who signs, and what are the actual commitments (capital investments, long-term purchase agreements, operational guarantees, or merely statements of intent). (cybernews.com)
• State regulatory responses: states with recent data-center booms (and local rate concerns) may adopt rules or require formal binding commitments from developers. (axios.com)
• The type of generation and permitting choices: promises to “build power plants” can mean very different environmental and fiscal outcomes depending on whether those plants are gas, renewables, or nuclear. (theverge.com)

Quick wins and pitfalls

• Quick wins: companies directly investing in local grid upgrades, long-term power purchase agreements (PPAs) tied to new renewables plus storage, and transparent cost-sharing with local utilities can reduce friction. (techcrunch.com)
• Pitfalls: vague pledges without enforceable terms; incentives that mask public subsidies; and a federal play that ignores regional market rules could leave communities still paying the tab indirectly. (axios.com)

My take

This announcement will matter most if it turns political theater into enforceable, transparent commitments that prioritize community resilience and low-carbon options. Tech companies already have incentives — reputation, permitting ease, and long-term operational stability — to address their power footprint. The White House pledge can accelerate those moves, but it shouldn’t be a substitute for thorough state-level regulation, utility planning, and honest accounting of who pays and who benefits.

If the March 4 signings produce detailed, binding contracts (with measurable timelines, public reporting, and third-party oversight), this could be a meaningful pivot toward smarter energy planning around AI. If they’re broad press statements, expect headlines — and continuing fights at city halls and public utility commissions.

Sources

• Trump claims tech companies will sign deals next week to pay for their own power supply. The Verge. https://www.theverge.com/science/884191/ai-data-center-energy-state-of-the-union-trump. (theverge.com)
• TechCrunch: The White House wants AI companies to cover rate hikes. Most have already said they would. https://techcrunch.com/2026/02/25/the-white-house-wants-ai-companies-to-cover-rate-hikes-most-have-already-said-they-would/. (techcrunch.com)
• Reuters / Energy News: White House hosts Big Tech to pledge to reduce power costs. https://energynews.oedigital.com/environment/2026/02/25/white-house-hosts-big-tech-to-pledge-to-reduce-power-costs. (energynews.oedigital.com)
• Axios: Tech ratepayer pledge may be more bark than bite – but still matters. https://www.axios.com/2026/02/26/big-tech-ratepayer-pledge-trump. (axios.com)
• CBS News State of the Union highlights (excerpt on data-center energy deal). https://www.cbsnews.com/live-updates/state-of-the-union-2026/. (cbsnews.com)

The hug that changed the narrative: what Elana Meyers Taylor’s embrace of her nanny tells us about caregiving

The image is simple and powerful: Elana Meyers Taylor, gold medal around her neck at the 2026 Winter Olympics, bends down and hugs the woman who helped raise her children while she chased a lifetime dream. The first person she hugged after standing on sport’s highest podium was her nanny. That moment—captured in photos and shared across social media—did more than warm hearts. It pulled a spotlight onto the invisible labor and complex logistics that make elite achievement possible.

Why that hug resonated

• It interrupts the romantic myth of lone genius and replaces it with a truer story: success is a team sport.
• It makes visible a caregiver who usually operates offstage, reminding viewers that parenting and elite performance often rely on paid and unpaid support.
• It humanizes a champion who is also a mother of two children with special needs, showing the emotional and practical stakes behind every training run, flight, and night away from home.

Those reactions aren’t accidental. Commentators, parent advocates, and caregiving experts used the moment to sharpen a conversation that’s been quietly building: when public figures acknowledge their caregiving teams, it can reshape cultural expectations about work, family and who gets credit.

Context: Elana’s story and the caregiving reality

Elana Meyers Taylor’s gold was the culmination of a long career—five Olympics, multiple medals—and a life lived in public and private challenge: managing training, travel, injuries, and parenting two sons who are deaf and require specialized attention. She thanked a wide circle—her husband, her parents, and her nannies—then ran to hug Macy, the nanny who helps care for her children. That photo became shorthand for a larger truth: elite performance often rides on a scaffolding of care. (yahoo.com)

The moment also lands against stark statistics. Care.com’s 2026 Cost of Care Report finds nearly half of U.S. parents say they don’t have enough help, and many families spend roughly 20% of income on child care. The report lays bare the emotional and financial strain of piecing together childcare—something many working parents know intimately. When a world-champion athlete publicly credits her nanny, it validates an experience shared by millions: success frequently depends on paid caregivers and informal village networks. (care.com)

What this moment reveals about caregiving as infrastructure

• Care is core, not peripheral. From elite sport to corporate leadership, caregiving enables participation and peak performance. Acknowledging that publicly helps destigmatize the practical choices parents make—hiring nannies, relying on relatives, or creating hybrid care plans.
• Visibility can drive respect. When public figures name caregivers in their victory narratives, they shift how society values caregiving work—encouraging respect, fair wages, and professional recognition rather than secrecy or embarrassment.
• The gap between gratitude and policy. A hug is symbolic and beautiful; policy change is the structural next step. Families still face unaffordable care, burnout, and career trade-offs. Visibility should be a step toward concrete supports—subsidies, employer benefits, and accessible care options—so gratitude doesn’t remain performative. (care.com)

Cultural ripple effects

• Normalizing teamwork at home: When athletes and celebrities publicly credit caregivers, it validates building a “village” rather than hiding help. That can reduce shame around paid childcare and encourage parents to ask for the support they need.
• Elevating caregiver professionalism: Spotlight moments can reframe nannies, family members, and childcare workers as skilled contributors to household stability and professional success—not just “help.”
• Sparking public conversation: Images from stadiums and podiums travel fast. They can prompt news cycles, op-eds, parenting communities, and policymakers to reexamine caregiving’s social value—and to demand better supports. (yahoo.com)

Practical implications for families and employers

• For parents: owning your caregiving network publicly (when comfortable and safe) can normalize the reality that no one does it all alone. It also opens conversations with employers about flexible schedules and caregiving benefits.
• For employers: visible moments like this are a reminder that benefits matter—employer-subsidized childcare, flexible leave, and caregiver resources aren’t perks; they remove barriers that keep talented people from contributing their best.
• For policymakers: the crisis in care is measurable and costly. Reports show measurable economic harm when caregiving is under-resourced; policy responses (tax credits, expanded subsidies, investment in childcare infrastructure) would reduce that drag. (care.com)

Takeaways worth keeping

• Public gratitude matters—it humanizes success and makes caregiving visible.
• Visibility alone isn’t enough; it should fuel respect, better pay and real policy fixes.
• Caregiving is infrastructure: when it’s stable and affordable, more people can pursue demanding careers, including in sport and other high-performance fields.

My take

That hug on the podium was more than a touching image; it was a quiet rebuke to cultural stories that equate success with singular sacrifice. Elana Meyers Taylor’s embrace acknowledged a truth many parents live: achievement usually rests on a web of relationships, labor, and love. Let that image do more than make us feel good—let it nudge us toward practical change that honors and sustains the caregivers who make so much possible.

Sources

• The first person she hugged was her nanny: The Olympic moment sparking a conversation about caregiving — Yahoo.
  https://www.yahoo.com/lifestyle/family-relationships/article/the-first-person-she-hugged-was-her-nanny-the-olympic-moment-sparking-a-conversation-about-caregiving-233055377.html

• 2026 Cost of Care Report: Uncovering the Hidden Struggles of Families — Care.com.
  https://www.care.com/c/cost-of-care-report/

• Elana Meyers Taylor's Family: All About the Olympian Bobsledder's Husband and Kids — People.
  https://people.com/all-about-elana-meyers-taylor-family-husband-kids-11907747

• Elana Meyers Taylor’s victory in her fifth Olympics was about far more than gold — The Guardian.
  https://www.theguardian.com/sport/2026/feb/17/elana-meyers-taylor-monobob-olympic-gold-medal

Tariffs Hit Home: Why U.S. Midsize Firms Are Suddenly Paying the Price

A year ago tariffs were a political slogan. Now they're a line item on balance sheets. New analysis from the JPMorganChase Institute finds that monthly tariff payments by midsized U.S. companies have roughly tripled since early 2025 — and the cost isn’t vanishing overseas. Instead, it’s landing squarely on American businesses, their workers, and ultimately consumers. (jpmorganchase.com)

Why this matters right now

• Midsize companies — those with roughly $10 million to $1 billion in revenue and under 500 employees — employ tens of millions of Americans and sit at the center of supply chains. A material cost shock for them ripples through local economies.
• The analysis comes amid a larger policy shift that raised average tariff rates dramatically in 2024–2025 and set off debates about who bears the burden: foreign suppliers, U.S. firms, or American consumers. The evidence is increasingly squarely on the U.S. side. (jpmorganchase.com)

Key points for readers pressed for time

• Tariff payments by midsize firms tripled on a monthly basis since early 2025. (jpmorganchase.com)
• The additional burden has been absorbed in ways that harm domestic outcomes: higher consumer prices, compressed corporate margins, or cuts in hiring. (the-journal.com)
• Some firms are shifting away from direct purchases from China, but it’s unclear whether that reflects true supply-chain reshoring or simple routing through third countries. (jpmorganchase.com)

The economic picture — beyond the headline

The JPMorganChase Institute used payments data to track how middle-market firms actually move money across borders. Their finding — a tripling of tariff outflows — is not just an accounting quirk. It reflects higher effective import taxes that many of these firms cannot easily avoid.

What that looks like on the ground:

• Retailers and wholesalers, with thin margins, face an especially acute squeeze; some will add markup, passing costs to shoppers. (apnews.com)
• Other firms will have to choose between accepting lower profits, cutting spending (including on hiring), or finding new suppliers. JPMorganChase’s data show some reduction in direct payments to China, but not enough to indicate a complete reorientation of sourcing. (jpmorganchase.com)

Why the distributional story matters: the policymakers who champion tariffs often frame them as taxes paid by foreign exporters. But multiple studies and payment-data analyses now point the opposite way — tariffs operate as a domestic cost that falls on U.S. businesses and consumers, with the burden concentrated on firms without the scale to absorb or dodge the charge. (apnews.com)

A few concrete numbers to anchor the debate

• The JPMorganChase Institute previously estimated that tariffs under certain policy scenarios could cost midsize firms roughly $82 billion; the tripling in monthly outflows is a complementary sign of how quickly those costs can materialize. (axios.com)
• Middle-market firms account for a large share of private-sector employment, so a change equal to a few percent of payroll can meaningfully affect hiring plans. (axios.com)

What firms are likely to do next

• Pass-through: Where competition allows, retailers and distributors will raise prices. Expect higher consumer prices in affected categories.
• Substitution: Some firms will seek suppliers in lower-tariff jurisdictions or route goods through third countries — a costly and imperfect fix that may increase lead times and complexity.
• Absorb: Many midsize firms lack pricing power and will instead accept smaller margins, delay investments, or cut labor costs.
• Hedge or pre-buy: Larger firms already stockpiled inventory during previous tariff surges; midsize firms can’t always do the same, which leaves them more exposed to sudden rate changes. (jpmorganchase.com)

Broader implications

• Inflation and politics: Tariffs operate like a tax that can nudge consumer prices upward. Even modest price effects matter politically when households feel pocketbook pain.
• Supply-chain strategy: The pattern of reduced direct payments to China suggests firms are adapting — but adaptation is slow and costly. Strategic decoupling from a major supplier nation isn’t instantaneous; it takes new contracts, quality checks, and often higher unit costs.
• Policy design: If the goal is to strengthen U.S. manufacturing, tariffs can help some producers while hurting downstream businesses and consumers. That trade-off underlines why empirical analysis of who actually pays the tariff is crucial to policy debates. (jpmorganchase.com)

My take

Tariffs are a blunt instrument. The new JPMorganChase Institute evidence makes a clear pragmatic point: when you raise the price of imports sharply and quickly, the economic pain shows up inside the country — not neatly absorbed by foreign suppliers. For policymakers who want to protect or grow U.S. industry, that doesn’t mean tariffs are useless, but it does mean they’re incomplete. If the aim is durable domestic job creation and competitiveness, tariffs should be paired with targeted industrial policy: investment in skills, R&D, logistics, and incentives that help midsize firms scale rather than simply shifting costs onto consumers or employees.

Sources

• JPMorganChase Institute — Tracking international payments: How are midsize firms reacting to tariffs?
  https://www.jpmorganchase.com/institute/all-topics/business-growth-and-entrepreneurship/tracking-international-payments-middle-market-firms-adapt-to-tariffs (jpmorganchase.com)

• Associated Press — Tariffs paid by midsize U.S. companies tripled last year, a JPMorganChase Institute study shows. Josh Boak, Feb 19–20, 2026.
  https://apnews.com/article/ (AP article mirrored widely; see AP coverage via news outlets). (the-journal.com)

• Axios — Tariffs add about $82 billion in costs for midsize U.S. companies. July 2025.
  https://www.axios.com/2025/07/02/trump-tariffs-costs-companies (axios.com)

• Associated Press (analysis) — Analysis shows Trump's tariffs would cost US employers $82.3 billion. July 2025.
  https://apnews.com/article/6fef729ff39ce24fcd46bbb60134b032 (apnews.com)

A $10 Million Vote for People-First AI

The headline is crisp: the MacArthur Foundation is committing $10 million in aligned grants to the new Humanity AI effort — a philanthropic push that sits inside a much larger, $500 million coalition aiming to steer artificial intelligence toward public benefit. That money is more than a donation; it’s a signal. It says: the future of AI should be designed with people and communities in mind, not simply optimized for speed, scale, or shareholder returns.

Why this matters right now

We’re living through a rapid pivot: AI is no longer a niche research topic. It’s reshaping how people learn, how news is reported, how work gets organized, and how public decisions are made. That pace has created a glaring mismatch — powerful technologies rising faster than institutions, norms, or public understanding. Philanthropy’s new role here is pragmatic: fund research, build civic infrastructure, and support the institutions that translate technical advances into accountable public outcomes.

• The $10 million from MacArthur is aimed at organizations working on democracy, education, arts and culture, labor and the economy, and security.
• The broader Humanity AI coalition plans to direct roughly $500 million over five years, pooling resources across foundations to amplify impact and avoid duplicate efforts.

What the grants will fund (the practical pieces)

The initial MacArthur-aligned grants are deliberately diverse: universities, research centers, journalism networks, and civil-society groups. Expect funding to do things like:

• Scale investigations into AI and national security.
• Support public-interest journalism that holds AI systems and companies accountable.
• Build tools and infrastructure for civil-society groups to use and audit AI.
• Convene economists, policymakers, and labor experts to measure and prepare for AI’s workforce effects.
• Create global forums that connect social science with technical development.

These are practical investments in the civic plumbing needed to make AI responsive to human values, not just technically impressive.

The larger context: philanthropy as a counterweight

Tech companies and venture capital continue to drive the research and deployment of large-scale AI models. That private momentum brings enormous benefits — and risks: concentration of power, opaque decision-making, cultural capture of creativity, and economic dislocation. A coordinated philanthropic effort does a few things well:

• It funds independent research and watchdogs that companies and markets don’t naturally prioritize.
• It supports public-facing education and debate so citizens and policymakers can participate knowledgeably.
• It enables cross-disciplinary work (law, social science, journalism, the arts) that pure engineering teams rarely fund internally.

In short: philanthropy can nudge the ecosystem toward systems that are legible, accountable, and distributed.

Notable early recipients and what they signal

Several organizations receiving initial grants illuminate the strategy:

• AI Now Institute — resources to scale work on AI and national security.
• Brookings Institution’s AI initiative — support for policy-bridging research.
• Pulitzer Center — funding to grow an AI Accountability Network for journalism.
• Human Rights Data Analysis Group — building civil-society AI infrastructure.

These groups aren’t trying to beat companies at model-building. They’re shaping the social, legal, and civic frameworks needed to govern those models.

A few tough questions this effort faces

• Coordination vs. independence: pooled efforts can avoid duplication, but philanthropies must protect grantee independence to ensure credible critique.
• Speed vs. deliberation: AI moves fast. Can multi-year grant cycles and convenings keep pace with emergent harms?
• Global reach: many harms and benefits are transnational. How will funding balance U.S.-centric priorities with global inclusivity?
• Measuring success: outcomes like "better governance" or "safer deployment" are hard to measure, complicating evaluation.

Funding is an important lever — but it can’t substitute for good public policy and democratic oversight.

What this means for stakeholders

• For policymakers: expect richer, evidence-based briefs and cross-disciplinary coalitions pushing for clearer rules and standards.
• For journalists and civil-society groups: more resources to investigate, explain, and counter opaque AI systems.
• For educators and labor advocates: funding and research to help design equitable integration of AI into classrooms and workplaces.
• For the public: clearer communication and tools to engage in debates that will shape the rules governing AI.

How this fits into the broader timeline

This announcement is part of a wave of recent philanthropic attention to AI governance. Unlike earlier eras when foundations might have funded isolated tech projects, the Humanity AI coalition signals a coordinated, sustained investment across cultural, economic, democratic, and security domains — an acknowledgement that AI’s societal consequences are broad and interconnected.

What to watch next

• The pooled Humanity AI fund’s grant-making priorities and application processes (timelines and transparency will be important).
• Early outputs from grantees: policy proposals, investigative reporting, civic tools, and educational pilots.
• Coordination with government and international bodies working on AI norms and regulation.

Key points to remember

• MacArthur’s $10 million is strategically targeted to organizations that can shape AI governance, public understanding, and civic infrastructure.
• Humanity AI represents a larger, collaborative philanthropic push (about $500 million over five years) to make AI development more people-centered.
• The real leverage is in funding independent research, journalism, and civic tools — functions that markets alone poorly provide.
• Success will depend on speed, global inclusion, measurable outcomes, and preserving independent critique.

My take

Investing in the institutions that translate technical advances into accountable social practice is a smart, necessary move. Technology companies are incentivized to move fast; funders like MacArthur can invest in pause—space for scrutiny, public education, and inclusive policymaking. That pause isn’t anti-innovation; it’s a buffer that lets societies choose what kinds of innovation they want.

If Humanity AI and its grantees keep their focus on measurable civic outcomes and maintain independence, this could be a turning point: philanthropy helping create the norms, tools, and institutions that ensure AI augments human flourishing rather than undermines it.

Sources

• $10 Million to Advance AI By and For People – MacArthur Foundation
  https://www.macfound.org/press/press-releases/10-million-to-advance-ai-by-and-for-people

• Humanity AI Commits $500 Million to Build a People-Centered Future for AI – MacArthur Foundation
  https://www.macfound.org/press/press-releases/humanity-ai-commits-500-million-to-build-a-people-centered-future-for-ai

• Foundations want to curb AI developers' influence with $500 million aimed at centering human needs – Associated Press
  https://apnews.com/article/1038b76f0ae4ef3d94095120815a65d0

Running the Economy Hot: Politics, AI and the Bet for a Midterm Bounce

The White House is openly gambling that a hotter economy will translate into happier voters. Picture this: bigger tax refunds hitting bank accounts this spring, investment incentives nudging companies to spend, a friendlier regulatory climate—and a steady drumbeat about AI-driven productivity keeping inflation from erupting. It’s a full-court press aimed at lifting Republican prospects in November’s congressional elections.

Below I unpack what the administration is promising, why economists are split, and what voters and markets should watch as the calendar moves toward the midterms.

Why the administration thinks this will work

• The policy centerpiece is sweeping tax changes that increase refunds and lower tax bills for many households and businesses—money the White House says will fuel consumer spending and business investment.
• Officials are banking on three reinforcing forces: fiscal stimulus (tax refunds and incentives), looser regulation, and an expected easing of interest rates from the Federal Reserve.
• Crucially, they argue that productivity gains from broader AI adoption will expand supply and output, allowing wages and growth to rise without rekindling persistent inflation.

This is not subtle messaging. Administration officials and allies have framed the near-term goal as “running the economy hot” to deliver strong GDP numbers before voters cast ballots.

What’s actually in motion (and the timing)

• Tax refunds: New or extended provisions in recent tax legislation mean many filers will see larger refunds this filing season, which typically peaks from February through April. That timing could create visible short-term boosts in consumer spending.
• Business incentives: Provisions that accelerate write-offs and expand research & development credits are designed to push companies to invest now rather than later.
• Monetary policy hopes: The White House is counting on the Fed to cut rates in 2026, lowering borrowing costs and amplifying fiscal stimulus. That’s a political — and calendar-sensitive — wish.
• AI productivity argument: Officials point to faster productivity in IT and knowledge sectors as proof that AI can raise output without a proportional rise in prices.

The economist’s dilemma

• Stimulus composition matters. Tax cuts skewed toward higher earners and corporate incentives can increase GDP without producing the same marginal consumption boost as relief targeted at lower-income households. Higher-income recipients tend to save or invest a larger share.
• Timing and behavioral responses are uncertain. Many households carry elevated credit-card balances and might use refunds to pay debt rather than spend. Corporations may also delay investment if they see demand or policy risks.
• Inflation and the Fed. If growth re-accelerates faster than expected and inflation moves up, the Fed could tighten—undoing the administration’s hoped-for cycle of rate cuts.
• Tariffs, immigration stance and regulatory rollbacks could blunt gains. Trade barriers and policies that strain labor supply may raise costs and constrain growth even as tax-driven demand rises.

Who wins — and who might not

• Potential winners: Homeowners, asset-holders and firms positioned to benefit from accelerated investment or deregulation. Voters who receive larger refunds and feel immediate relief may reward incumbents.
• Potential losers: Younger, price-sensitive renters facing high housing costs; lower-income households that don’t see proportional benefit; and broader wage earners if inflation returns or housing and credit costs stay elevated.
• Political payoff depends on perception: Voters tend to reward perceivable personal economic gain. A headline GDP beat helps, but pocketbook effects (paychecks, refunds, mortgage rates) often matter more.

Signals to watch between now and November

• IRS refund flows and consumer spending figures (Feb–Apr): are refunds getting spent or used to pay down debt?
• Job growth and wage trends: sustained wage gains would bolster the “hot economy” narrative.
• Core inflation and Fed communications: any sign inflation is re-accelerating could prompt a policy pivot.
• Corporate capex announcements: are firms actually accelerating investment on the incentives?
• Housing and credit indicators: mortgage rates, home prices and consumer credit trends will shape broader sentiment.

Quick takeaways

• The administration is pursuing a time-sensitive strategy: fiscal boosts, deregulatory moves and a narrative about AI productivity to produce a visible economic lift before midterms.
• The policy mix could produce a short-term growth bump, but whether that translates into durable gains or voter gratitude is uncertain.
• The Federal Reserve and household responses (spending vs. debt repayment) are the two wildcards that will determine if “running hot” helps or backfires.

My take

This is a high-stakes political experiment wrapped in economic policy. The mechanics are plausible—a tax-season boost, combined with business incentives, can push GDP higher in the short run. But economics is full of second acts: who receives the gains, how they use them, and how monetary policy reacts. If AI does meaningfully raise productivity and the Fed leans dovish as hoped, the White House narrative could be vindicated. If inflation surprises to the upside or refunds flow into debt repayment, the engine sputters—and the political returns may fall short.

Sources

• Trump wants to run the economy hot, as midterm elections approach — The Washington Post.
  https://www.washingtonpost.com/business/2026/02/08/economic-boom-2026-elections/

• President Trump Delivers Largest Tax Refund Season in U.S. History — The White House (January 26, 2026).
  https://www.whitehouse.gov/articles/2026/01/president-trump-delivers-largest-tax-refund-season-in-u-s-history/

• Working Families Tax Cuts Boost Tax Refunds — U.S. Senate Committee on Finance (January 26, 2026).
  https://www.finance.senate.gov/chairmans-news/working-families-tax-cuts-boost-tax-refunds

• Trump aims for economic boom ahead of midterms — The Boston Globe.
  https://www.bostonglobe.com/2026/02/08/nation/trump-economy-hot-midterm-elections/