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Student loan refinance rates have held steady throughout the first part of 2026 as the Fed has held interest rates steady. As of May 21, 2026, student loan refinance lenders are offering fixed rates as low as 3.95% APR and variable rates starting as low as 3.65% APR, depending on credit profile, loan type, income, and repayment term.
Credible is offering both the lowest variable rate loans starting at 3.65% APR and Earnest is offering the lowest fixed rate loans starting at 3.95% APR.
For borrowers with private student loans especially, refinancing to lower your interest rate can save you thousands of dollars over the life of the loan.
💰 Today’s Best Student Loan Refinance Rates At a Glance
Here are the best student loan refinance rates today:
Lender
Fixed APR
Variable APR
Credible
3.95% – 10.35%
3.65% – 10.72%
Earnest
3.95% – 9.99%
5.88% – 9.99%
ELFI
4.29% – 8.44%
4.74% – 8.24%
LendKey
4.39% – 9.24%
4.17% – 9.22%
Splash
3.99% – 10.24%
4.74% – 10.24%
1. Credible – Credibleis a marketplace of student loan lenders that has some options you may not be able to find anywhere else. You can also get up to a $1,000 gift card bonus if you refinance through their platform. You can get variable rates as low as 3.65% APR. Read our full Credible review.
2. Earnest – Earnest is one of the best known online student loan lenders and they have been offering consistently competitive rates for years. Right now, you can get the lowest fixed rate APR at 3.95%. Read our full Earnest student loans review.
3. ELFI – ELFI is one of the oldest student loan lenders, and offers competitive rates, along with a bonus offer of up to $599 if you refinance a student loan with them. You can get rates as low as 4.29% APR. Read our full ELFI Student Loans Review.
4. LendKey – LendKey is a private lender that pools money from community banks and credit unions to offer lower rate student loans. They are also offering up to a $750 bonus if you refinance a student loan. You can get rates as low as 4.17% APR. Read our full LendKey review.
5. Splash – Splash is a student loan marketplace as well that offers some lenders that Credible doesn’t.They have a fixed rate offer starting at 3.99% APR. Furthermore, you can up to a $500 bonus if you refinance with Splash. Read our full Splash Student Loans review.
You can find a full list of the best student loan refinance lenders here >>
Why Should You Refinance Your Student Loan?
Refinancing replaces one or more existing loans with a new private loan — ideally at a lower interest rate.
Borrowers typically refinance to:
Reduce their monthly payments
Lower their overall interest cost
Combine multiple loans into one
Shorten or extend repayment terms
Refinancing can make sense for private loan borrowers or federal borrowers who no longer need federal benefits such as income-driven repayment or forgiveness. Remember, refinancing a federal loan will cause you to lose federal benefits like student loan forgiveness!
For example, refinancing a $60,000 loan from 7.50% to 5.50% over 10 years saves roughly $7,000 in interest.
Fixed vs. Variable Rates: Which Should You Choose?
There’s a lot of uncertainty that borrowers don’t like with variable rates, which can make sense, but in a declining rate environment, it also opens the potential for future savings. Here’s what to know:
Fixed rates stay the same for the life of the loan, offering predictable monthly payments. They’re better for borrowers who plan to repay over many years.
Variable rates can change with market conditions, starting lower but carrying risk if the Fed raises rates again. They can make sense for borrowers who expect to pay off loans quickly.
Most private lenders allow you to check rates without affecting your credit score. Always compare both options before signing.
What To Know Before Refinancing
Before refinancing your student loans, make sure you understand exactly what you’re signing up for.
Loss of federal benefits: Once refinanced, federal loans are no longer eligible for PSLF, IBR, or other income-driven plans.
Cosigner options: A creditworthy cosigner can unlock lower rates. Check if the lender offers cosigner release after a set number of on-time payments.
Term flexibility: Many lenders allow terms from 5 to 20 years; shorter terms usually mean lower rates.
Autopay discounts: Most lenders offer a 0.25% rate reduction when you enroll in automatic payments.
Fees: The best refinance lenders charge no origination fees or prepayment penalties.
How We Track And Verify Student Loan Rates
At The College Investor, our editorial team reviews student loan rates daily from more than a dozen major lenders. We verify data using official lender disclosures, regulatory filings, and real-time rate sheets.
We only include lenders offering loans to U.S. citizens and permanent residents. All rates are updated regularly and represent the lowest available APRs with autopay discounts applied.
Our coverage is independent and not influenced by compensation. While we may earn a referral fee when you open a loan through certain links, this never affects our editorial recommendations. Our goal is simple: to help you find the most affordable path to borrow responsibly.
FAQs
Can you refinance federal student loans?
Yes, but doing so converts them into private loans, meaning you’ll lose access to forgiveness and income-driven plans.
How often can you refinance?
There’s no limit – you can refinance multiple times as long as you qualify for better terms.
Does refinancing hurt your credit?
A small, temporary drop in your credit score may occur after the hard inquiry, but steady payments improve your score over time.
Do refinance rates change daily?
Yes, lenders adjust rates frequently based on market conditions and Treasury yields.
Is there a best time to refinance?
The best time is when your credit and income qualify you for significantly better rates than your current loans.
Disclosures
Earnest
Earnest Loans are made by Earnest Operations LLC. Earnest Operations LLC, NMLS #1204917. 300 Frank H. Ogawa Plaza, Suite 340, Oakland 94612. California Financing Law License 6054788. Visit www.earnest.com/licenses for a full list of licensed states. For California residents: Loans will be arranged or made pursuant to a California Financing Law License.
Earnest loans are serviced by Earnest Operations LLC with support from Higher Education Loan Authority of the State of Missouri (MOHELA) (NMLS# 1442770). Earnest LLC and its subsidiaries, including Earnest Operations LLC, are not sponsored by agencies of the United States of America.
These examples provide estimates based on payments beginning immediately upon loan disbursement. Variable annual percentage rate (“APR”): A $10,000 loan with a 20-year term (240 monthly payments of $101.46) and a 10.74% APR would result in a total estimated payment amount of $24,350.40. For a variable loan, after your starting rate is set, your rate will then vary with the market. Fixed APR: A $10,000 loan with a 20-year term (240 monthly payments of $101.46) and a 10.74% APR would result in a total estimated payment amount of $24,350.40. Your actual repayment terms may vary. Actual rate will vary based on your financial profile. Fixed annual percentage rates (APR) range from 4.20% APR to 10.24% APR (3.95% – 9.99% with .25% auto pay discount). Variable annual percentage rates (APR) range from 6.13% APR to 10.24% APR (5.88% – 9.99% with .25% auto pay discount). Earnest variable interest rate student loan refinance loans are based on a publicly available index, the 30-day Average Secured Overnight Financing Rate (SOFR) published by the Federal Reserve Bank of New York. The variable rate is based on the rate published on the 25th day, or the next business day, of the preceding calendar month, rounded to the nearest hundredth of a percent. The rate will not increase more than once a month, but there is no limit on the amount that the rate could increase at one time. Please note, we are not able to offer variable rate loans in AK, IL, MN, MS, NH, OH, TN, and TX. Our lowest rates are only available for our most credit qualified borrowers and requires selection of our shortest term offered and enrollment in our .25% auto pay discount from a checking or savings account. Enrolling in autopay is not required as a condition for approval.
See disclaimers at: https://www.splashfinancial.com/disclaimers/
Splash Financial, Inc. (NMLS #1630038), licensed by the DFPI under California Financing Law, license # 60DBO-102545
Terms and Conditions apply. Splash reserves the right to modify or discontinue products and benefits at any time without notice. Products may not be available in all states. Rates and terms are subject to change at any point prior to application submission. The information you provide is an inquiry to determine whether Splash’s lending partners can make you a loan offer. To qualify, a borrower must be a U.S. citizen or other eligible status and meet lender underwriting requirements. Lowest rates are reserved for the highest qualified borrowers and may require an autopay discount of 0.25%. Splash does not guarantee that you will receive any loan offers or that your loan application will be approved. If approved, your actual rate will be within a range of rates and will depend on a variety of factors, including term of loan, creditworthiness, income and other factors. This information is current as of January 8, 2026. You should review the benefits of your federal student loan; it may offer specific benefits that a private refinance/consolidation loan may not offer. If you work in the public sector, are in the military or taking advantage of a federal department of relief program, such as income-based repayment or public service forgiveness, you may not want to refinance, as these benefits do not transfer to private refinance/consolidation loans.
Autopay Discount. Rates listed include a 0.25% autopay discount.
Annual Percentage Rate (APR) is the cost of credit calculating the interest rate, loan amount, repayment term and the timing of payments. Fixed APR options range from 4.96% (with autopay) to 11.24% (without autopay). Variable APR options range from 4.99% (with autopay) to 11.14% (without autopay). Variable rates are derived by adding a margin to the 30-day average SOFR index, published two business days preceding such calendar month, rounded up to the nearest one hundredth of one percent (0.01% or 0.0001).
Payment Disclosure. Fixed loans feature repayment terms of 5 to 20 years. For example, the monthly payment for a sample $10,000 with an APR of 5.47% for a 12-year term would be $94.86. Variable loans feature repayment terms of 5 to 25 years. For example, the monthly payment for a sample $10,000 with an APR of 5.90% for a 15-year term would be $83.85.
Bonus Disclosure. Terms and conditions apply. Offer is subject to lender approval. To receive the offer, you must: (1) be refinancing over either $50,000, $100,000 or $200,000 in student loans depending on the channel partner that is providing the bonus offer (2) register and/or apply through the referral link you were given; (3) complete a loan application with Splash Financial; (4) have and provide a valid US address to receive bonus; (5) and meet Splash Financial’s underwriting criteria. Once conditions are met and the loan has been disbursed, you will receive your welcome bonus via a check to your submitted address within 90-120 calendar days. Bonuses that are not redeemed within 180 calendar days of the date they were made available to the recipient may be subject to forfeit. Bonus amounts of $600 or greater in a single calendar year may be reported to the Internal Revenue Service (IRS) as miscellaneous income to the recipient on Form 1099-MISC in the year received as required by applicable law. Recipient is responsible for any applicable federal, state or local taxes associated with receiving the bonus offer; consult your tax advisor to determine applicable tax consequences. Splash reserves the right to change or terminate the offer at any time with or without notice. Bonus Offer is for new customers only.
Editor: Colin Graves
Reviewed by: Richelle Hawley
The post Best Student Loan Refinance Rates for May 21, 2026: Credible Leads At 3.65% appeared first on The College Investor.
Should you choose the legendary stability of Coca-Cola(KO 0.39%) or the explosive growth potential of Celsius(CELH +3.91%) for your portfolio? This comparison examines which beverage giant is better positioned for 2026.
Coca-Cola dominates the global market through a massive distribution network and iconic brands, appealing to conservative income seekers. Celsius focuses on functional energy drinks and younger demographics, prioritizing rapid market share expansion. While they operate in the same aisles, their financial profiles and growth trajectories suggest very different roles for an investor’s long-term strategy.
Image source: Getty Images.
The case for Coca-Cola
Coca-Cola sells a portfolio of over 200 brands, including soft drinks, waters, coffees, and teas, to consumers in more than 200 countries. The business operates through several segments, including North America, EMEA, and Asia Pacific, relying on a complex network of bottling partners to reach local markets. For the year ended Dec. 31, 2025, one specific bottler accounted for roughly 10% of total operating revenues. Customer concentration like this adds a layer of risk to the business, as the company depends on these partners for volume and execution.
In FY 2025, revenue reached nearly $47.9 billion, showing a steady rise from approximately $47.1 billion the prior year. Net income for the period was close to $13.1 billion, resulting in a net margin of roughly 27.3%. This level of profitability is a hallmark of major players among beverage stocks worldwide. The growth reflects the company’s ability to pass on price increases even as global volume trends fluctuate.
As of its December 2025 balance sheet, Coca-Cola reported a debt-to-equity ratio of nearly 1.4x, which measures total debt against the value of shareholder equity. This indicates that the company uses a moderate amount of borrowed capital to finance its global operations. The current ratio stands at approximately 1.5x, which measures the company’s ability to cover its short-term liabilities with short-term assets. Free cash flow, which is cash from operations minus capital expenditures, was approximately $5.3 billion during the fiscal year.
The case for Celsius
Celsius operates as a functional beverage company with a portfolio that includes Celsius and Alani Nu. The business model relies heavily on strategic partnerships for distribution, particularly in international markets like the Nordics and Australia. In FY 2025, sales to distribution partner PepsiCo(PEP 0.29%) accounted for approximately 43.2% of total net revenue, which indicates a significant level of customer concentration risk. This partnership provides Celsius with the massive logistics scale needed to compete with established global brands.
Financial performance in FY 2025 showed revenue reaching approximately $2.5 billion, representing a significant growth rate of roughly 85.5% compared to the previous year. Despite this rapid top-line expansion, net income was roughly $108.0 million, leading to a net margin of approximately 4.3%. The company is currently focused on capturing market share and expanding its footprint rather than maximizing bottom-line profits. This strategy has allowed it to penetrate new demographics and retail channels quickly.
As of the December 2025 balance sheet, Celsius maintained a debt-to-equity ratio of approximately 0.2x. This low level suggests the company relies almost entirely on its own equity rather than borrowed funds to support its growth. The current ratio was roughly 1.7x, indicating a healthy cushion to meet near-term financial obligations. Free cash flow for the period reached $323.4 million, demonstrating that the company is generating positive cash from its operations while funding its expansion.
Risk profile comparison
Coca-Cola faces intense competition from global players such as PepsiCo and Nestlé, which may force price reductions or higher marketing spend. The company is also vulnerable to supply chain disruptions and volatility in the costs of raw materials like sucrose and aluminum. Furthermore, reliance on a vast digital infrastructure exposes the business to cybersecurity incidents and data privacy failures. Changes in the retail landscape, including the growth of e-commerce, require constant adaptation to maintain market share.
Celsius carries substantial risk due to its extreme reliance on its primary distributor for nearly half of its revenue. Because PepsiCo manages such a high percentage of the company’s volume, any disagreement or failure to execute by the distributor could materially harm financial results. The company must also defend its shelf space against established competitors like Monster Beverage(MNST 0.65%) and Keurig Dr Pepper (KDP +0.31%). Rapid expansion into international markets also introduces risks related to foreign regulations and differing consumer preferences.
Valuation comparison
Celsius offers a lower valuation on a forward-looking basis compared to Coca-Cola, despite its significantly higher revenue growth rate.
Metric
Coca-Cola
Celsius
Sector Benchmark
Forward P/E
24.9x
17.4x
25.5x
P/S ratio
7.3x
2.9x
3.2
Sector benchmark uses the SPDR XLP sector ETF. Valuation metrics sourced from Financial Modeling Prep (FMP) and may differ from other data providers.
Which stock would I buy in 2026?
Celsius and Coke appeal to very different investors.
Coca-Cola is a mature veteran, running a global cash machine and a generous dividend program. You won’t see it posting incredible sales growth, but you can rely on its rock-solid execution.
Celsius is a much younger business, showing hypergrowth financials but limited profits. Generally speaking, you may prefer this stock if you don’t mind taking some risk to get a shot at beating the broader market over the next few years.
There are no wrong answers here, since the two beverage stocks offer radically different investment theses.
That being said, Coca-Cola strikes me as the better buy right now. Sales and shipping volumes are rising, bottom-line profits are up even in this challenging economy, and new CEO Henrique Braun has embarked on a data-driven strategy.
You may not think of Coke as a play on AI and Big Data, but that’s the story, and it’s a smart shift. With a new line of sight to refreshed growth, Coca-Cola looks undervalued in 2026.
Some lucky New York City residents will soon get a chance to snag cheap seats to this summer’s high-priced World Cup.
Mayor Zohran Mamdani announced Thursday that 1,000 tickets costing $50 will be made available to residents of the city of more than 8 million for the most watched sporting event in the world.
“To put that into perspective, that is five lattes in New York City,” Mamdani quipped from a bar in Harlem’s Little Senegal neighborhood alongside U.S. men’s national team forward Timothy Weah.
About 150 tickets per game will be made available for seven of the eight matches played at the roughly 82,000-seat MetLife Stadium, located across the river from Manhattan in New Jersey. The lone exception is the high demand July 19 final, where some seats now cost nearly $33,000.
The tickets will also include free roundtrip bus transportation to the stadium for the ticket holders, the mayor said. They will be distributed via a lottery starting May 25.
To prevent scalping, Mamdani said the city would be taking steps to ensure the ones they distribute go to New York City residents and are not resold on the secondary market.
He said the tickets will be non-transferrable and that there will be a “variety of ways” city officials will verify residency. They’ll also only be handed out directly to the fans as they board the bus on game day.
“We are making sure that working people will not be priced out of the game that they helped to create,” Mamdani said.
The Democrat, who took office in January, said the effort underscores how his administration is not simply focused on making everyday things like housing and groceries more affordable.
“It extends to making it possible for every New Yorker to take part in the things that make us human,” he said.
During his campaign, Mamdani had called on FIFA, soccer’s global governing body, to make it cheaper for New Yorkers to attend the games by setting aside 15% of tickets at discounted prices for residents. He’d also launched a petition calling on FIFA to reverse its plan to set ticket prices based on demand.
The $50 tickets don’t come directly from FIFA, but from those allotted to New York and New Jersey’s joint host committee for the games, according to the mayor’s office.
Previously, FIFA had made some $60 tickets available for every game at the tournament in North America after facing backlash for the exorbitant prices for tickets.
Those reduced price tickets, though, went to the national federations of the teams playing in the games, with those federations deciding how to distribute them to loyal fans who have attended previous games at home and on the road.
Besides the championship game, the home stadium for both the NFL’s New York Giants and New York Jets is set to host five group World Cup matches and two knockout stage games. Group stage matches for soccer powerhouses Brazil, France, Germany and England, along with other nations, begin June 13.
🔃 Update: New deals for select Xfinity Rewards members:
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Free $10 Dave & Buster’s eGift card. Ends 3/16/26.
Watch “Space Jam” this weekend — on us. Ends 3/16/26.
Jul 01, 2024: Get free $10 Uber Eats or Grubhub eGift Card
Dec 04, 2023: Get up to a $25 Gaming eGift Card for free when you redeem the offer by December 11, 2023. Some of the options include GameStop, Xbox, and Twitch.
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If you have an Xfinity account you could get a free Twitch e-Gift Card. Select Xfinity Rewards members can find a $5 Twitch e-Gift Card in their rewards page.
Here’s how it works:
Important Terms
Offer limited to Xfinity Rewards members with account in good standing while supplies last.
Find your claimed deals here.
Quick Tips for Maximizing Rewards
Check Often: New offers typically drop every Thursday, but you may also see offers at the start of the month or around major holidays.
Act Fast: High-value gift card are often “while supplies last” and they do go fast.
Share the Wealth: If a reward doesn’t fit your lifestyle (like a Twitch code for a non-gamer), consider passing it along to a friend or fellow member before it expires.
Guru’s Wrap-up
Xfinity Rewards continues to be provide some valuable freebies for members who stay on top of their accounts. From $10 Grubhub credits to gaming perks like Twitch and Xbox gift cards, these surprise offers provide significant value just for being a customer. Since many of these deals have strict expiration dates and limited quantities, it pays to check your rewards dashboard right away.
Agentic commerce, where artificial intelligence (AI) systems act on behalf of users to find products, negotiate purchases, and execute payments, is developing rapidly. This creates shared responsibility: developers must build legally sound systems, while regulators and infrastructure operators must consider how existing frameworks apply and where new approaches may be needed. The Bank of England operates, oversees and is co-ordinating the design of payment systems as part of its statutory responsibilities. Emerging agent‑based payments can have implications for how the private sector safely innovates and how regulators and payment infrastructure providers adapt. This post explores how agentic commerce could reshape future payment design.
How might agentic commerce be used in practice?
It is important to note from the outset that agentic AI always requires human deployment, and that deployers retain legal responsibility for an agent’s actions; responsibility does not sit within a ‘black box’.
Visa provides one example from industry for how agentic commerce could be used, setting out a four‑step adoption process:
Recommending products: using Large Language Models (LLMs) to recommend better products. An agent could compare products and recommend the most suitable option.
Initiating payments on your behalf: agents can make payments with user verification, such as one-off bill payments.
Transacting on your behalf: agents execute payments according to predefined rules, such as renewing a service when usage hits a threshold.
Orchestrating payments: an agent owns the whole lifecycle of payments and communicates with other agents to orchestrate complex payment flows.
This last point leads to a potential scenario where agentic payments become like ‘locals paying at bazaars’, with agents forming informal relationship-based agreements with other agents. This highlights a future state where agents might adapt the behaviours we see in payments, with potential downstream impacts:
Payments move from being human-initiated to agent-initiated.
There is an increase in speed and volume of transactions as agents may transact, negotiate, return and refund payments at speeds faster than humans.
There are decreased transaction sizes, as agents may transact in small values to complete complex, orchestrated workflows.
We need new authentication to resolve how humans and their agents interact, moving from Know-Your-Customer (KYC) to Know-Your-Agent (KYA) for payments, as highlighted by Dave Birch.
While some automated activity exists today in areas such as algorithmic trading, consumer and retail payments introduce distinct requirements around authentication, liability and consumer protection.
So how do payments and agents interact, and what are the responses to this?
A previous post examined how existing financial infrastructure can govern agents. I am developing this by highlighting how the infrastructure for managing agents can impact how payment systems are built.
Today’s agent payments landscape is fragmented, with multiple identity frameworks, payment protocols and communication layers that are not interoperable across providers. For example, some agent identity standards are only supported by specific card schemes, while agent payments protocols and how they integrate with checkouts vary across stablecoin and card‑based rails. Addressing this fragmentation is a shared task: the private sector needs to build and adopt interoperable standards; with public sector participants having a role in setting clear expectations and, where appropriate, common requirements.
We are already seeing new private sector solutions to solve the issues around fragmentation, standards and interoperability with different payments methods. These solutions tend to cover four aspects: how agents communicate with each other, how they pay, how they assure identity and how they settle payments.
How agents communicate: New shared standards are emerging that allow AI agents to exchange information and instructions with each other. Examples include the Model Context Protocol (MCP) and Agent2Agent (A2A) frameworks. Think of these as like a common language that different agents can use regardless of who built them.
How agents pay: New protocols are being developed to define how agents interact with online checkouts and payments processes. Examples include the Agentic Commerce Protocol (ACP), Universal Commerce Protocol (UCP), and Agentic Payments Protocol (AP2). These are the equivalent to giving agents a standard way to navigate the payments processes, like authentication of your card, that humans currently do manually.
How agents prove their identity: For payment systems to trust an agent, they need a reliable way to verify who or what is acting. Card schemes are developing their own solutions (such as Visa Intelligent Commerce and Mastercard’s Agent Pay). Some solutions have also been developed by users for specific blockchains, such as ERC-8004 for Ethereum. The challenge is that these approaches are not consistent with each other.
Which payment rails agents use: A payment rail is the underlying infrastructure that moves and settles money from one party to another, such as card networks, Faster Payments or blockchain-based systems. Agents will need to connect to these rails to complete transactions. Both established card providers and newer blockchain-based options (like the X402 protocol) are developing ways to accommodate agent-initiated payments.
These innovations highlight a future route to solving issues with how agents and payments infrastructure work together; but there still may be issues that arise that require further integration with payments infrastructure, new standards or reimaging payments infrastructure we have.
So, what are the design challenges for building payment rails that work with agentic payments? Some of these fall on private sector designers; others raise questions for regulators and infrastructure operators.
The potential use-cases and private sector innovations bring to the fore a few questions I grapple with when thinking about designing future payments infrastructure. These are:
How to ensure consistent identity and authentication across human and agent actors.
Whether payment systems should support higher‑frequency, lower‑value transactions.
How deterministic requirements in payment law can be upheld when interacting with non‑deterministic AI systems.
How regulation can encourage interoperability and enable integration between competing standards.
On the first issue, one question when integrating agent identity into payments is what role there should be for a central entity to mandate agent identity, like the conduct principles around how the private sector is required to implement KYC.
On the second issue, agents might need faster, lower value and high-volume payments. We need to consider if the existing rails can support these transactions or if new ones are needed. This also raises a larger infrastructure point: do payment rails need to be designed and built from the start to incorporate the ways mentioned above on how agents communicate, pay, and prove identity, as opposed to these being bolted on afterwards?
Thirdly, payment systems are designed to be deterministic: given the same input, they produce the same result. This predictability underpins reconciliation, fraud controls and legal certainty. Agentic systems rely on probabilistic AI outputs. An agent may phrase requests differently, pursue alternative paths to achieve a goal, or retry transactions in unexpected ways. This mismatch creates risks. Agents could generate excessive payment requests, submit non‑standard data, or trigger unintended transactions. Payment rails therefore need guardrails, clear policies and the ability to detect erroneous agent‑initiated activity. Designers of agentic payment systems – public and private – will need to manage this variability while preserving the predictability required for settlement. Regulators may also need to consider appropriate safeguards and standards.
Finally, agents will require a universal way to interact with online checkouts and allow interoperability. Today, each checkout journey varies by merchant, payment service and rail. For agents to participate meaningfully in commerce, we will need a layer of abstraction that allows them to complete checkout flows regardless of whether the underlying rail is Visa, Mastercard, Faster Payments, or emerging options like stablecoins. This means designing rails that provide interoperability with agent identity, payments protocols and communications standards so payment systems can interact with the many private sector frameworks that might get adopted. This also raises the question of to what extent a central authority should be the standard setter for agentic payments and commerce, to better enable this innovation.
These design choices have direct implications for how policymakers and payment system designers approach future infrastructure. While acknowledging payments sits in the context of a broader ecosystem where agents would not just interact with payments through the underlying rails but also via intermediaries (eg wallets, checkouts etc), there is an understanding that different payment technologies have different strengths in an agentic context. Blockchain-based forms of money, including stablecoins and tokenised deposits, can support programable, rule-based payments and small transaction values and flexible automated workflows. Existing card-based rails benefit from broad acceptance and established consumer protections. It is important that payment system builders, be it in the public or private sector, choose technologies and design them in ways that meet appropriate safety and resilience standards.
The broader challenge, for the public and private sector, is to determine how existing payments infrastructure can be adapted for agentic use, and where genuinely new approaches may be needed. In some cases, existing infrastructure may be sufficient; in others, new technologies such as blockchains could enable step changes in how agents, payments and commerce interact. Acknowledging these decisions helps us understand how to develop payment systems that remain trusted and fit for purpose in an economy where agentic payments may grow.
Prem Munday works in the Bank’s Distributed Ledger Technology Lab.
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The bank says its first autonomous AI model is already reducing parts of the pre-adjudication process from an average of 15 hours to less than three minutes.
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A case in point is the recent 600% share price surge of Allbirds, after the once-trendy sustainable footwear business issued a vague announcement in April 2026 that it would pivot to AI. In the coming months, the company plans to rename itself NewBird AI and give up its status as a public benefit corporation.
As a scholar who studies corporate sustainability, I see parallels between this “AI washing” phenomenon – when companies oversell the benefits of AI while glossing over the risks – and the greenwashing trend in the recent past, when companies claimed to commit to sustainability but didn’t enact fundamental change. Widespread deception was rampant, with businesses spending far more on green marketing than on actual sustainability improvements. And those efforts often backfired on both the companies and the communities they served. Even more worrisome: AI washing’s rapid rise and widespread adoption will likely eclipse the greenwashing trends.
AI washing is thriving because companies and policymakers ignore four important principles. These shortfalls, in the past, also characterized greenwashing.
Making matters worse is that the U.S. currently relies on fragmented AI rules, with most being voluntary. The Trump administration has generally sided with Big Tech to push back efforts at state or federal regulation. At a global level, one of the few exceptions is the European Union AI Act, perhaps one of the most comprehensive frameworks, but its implementation won’t be fully phased in until 2027 or later.
The U.N. climate change summits, like this one in Brazil in 2025, have offered a global forum for policymakers and business leaders on climate and sustainability issues. AP Photo/Fernando Llano
When companies must report carbon emissions using the same methodology, for example, or disclose labor conditions using identical categories, investors can compare performance, identify laggards and allocate capital accordingly. This push made comparisons possible and deception harder, although it still wasn’t foolproof. For example, a 2023 United Nations Environment Programme report on the fast-fashion industry found that many companies continue to make “vague and inflated” sustainability claims.
Second, there are no comprehensive frameworks in the U.S. that require businesses to judge how AI affects them in a material way and publicly disclose those impacts. Examples of AI-driven material impacts include whether algorithmic bias shapes business outcomes, or whether decisions on how to use AI systems carry significance for shareholders and the public.
Instead, AI governance remains dominated by the narrow inner circle of companies that build the AI systems, while affected communities rarely have a say in determining which AI impacts are material enough to warrant public attention. For example, Big Tech companies like Google, Microsoft, Apple, NVIDIA and others adhere to their own AI governance guidelines, with relatively little public input.
The development of sustainability principles offers some examples of how to build these frameworks. The EU’s Corporate Sustainability Reporting Directive requires over 50,000 companies to formally evaluate which sustainability topics are material to their stakeholders, and then disclose that information. These efforts try to ensure that accountability is clear across entire supply chains.
While nowhere nearly as comprehensive, U.S. regulations such as the 2010 Dodd-Frank financial reform and California’s law requiring reporting on statewide greenhouse gas emissions provide a similar blueprint that U.S. policymakers could build on if they chose.
A third problem is the general lack of third-party verification, making AI washing trivially easy. Effective disclosure means reporting all material impacts – not just cherry-picked successes.
In practice, AI audits can vary dramatically in rigor, scope and methodology. One auditor might conduct extensive testing across demographic groups, analyze decision-making and validate the quality of training data. Another might simply review documentation and accept company explanations at face value. Given the variety of AI auditing models out there, different auditors may use incompatible methodologies, making results impossible to compare. If companies adopted third-party accreditation systems to assess how they use AI, they would help ensure the accountability that self-reported claims cannot match.
By contrast, there was reasonable progress in this respect as companies adopted ESG principles. For example, institutions such as the Carbon Disclosure Project and Global Reporting Initiative have a network of partners that offer independent verification. These providers, certified under international standards, verify corporate sustainability data against rigorous criteria. That way, they provide the assurance that lets companies show the progress needed to unlock sustainable finance and mitigate legal risks. Third-party audits are far from perfect, but they offer a clear path for improvement.
The fourth principle is robust enforcement. Early ESG initiatives relied on reputational pressure and stakeholder goodwill – things that corporations routinely ignored when profits were at stake. When change came, it was because regulations established legal liability and financial penalties.
These consequences changed how corporations assess risk and continue to shape sustainability practices today. Volkswagen’s 2015 ‘Dieselgate’ scandal, for example, cost the company over US$30 billion in fines, settlements and criminal charges after U.S regulators found that the carmaker was cheating emissions tests. BP faced billions in penalties and liabilities for the 2010 Deepwater Horizon disaster, the biggest oil spill in the history of marine oil drilling operations.
The current enforcement gap in AI creates a predictable dynamic. The expected value of AI washing – like potential investment gains, competitive advantage, and market valuation increases – far exceeds the expected cost in terms of penalties and risk of detection. Until enforcement imposes consequences that exceed benefits, AI washing will persist as a rational business strategy rather than a risk to a business’s reputation.
Fortunately, investors are beginning to step up. The Federal Trade Commission, for example, launched Operation AI Comply in 2024, targeting deceptive AI claims, although this effort has been partially scaled back by the current Trump administration.
New standards for a new era
Until businesses address these four principles, AI washing will continue. Without standards and audits, even well-intentioned companies can’t know if their work meets adequate rigor. Without assessments of material impact, some groups of consumers or shareholders will be hurt. And without liability, even thorough auditors won’t be able to identify whether a business’s claims about AI are truthful.
These principles, applied broadly, also help explain why greenwashing persists. For example, the lack of universal reporting standards continues to leave some gaps, with data-quality issues persisting even as reporting frameworks emerged. More fundamentally, political buy-in for ESG has diminished significantly, particularly in the U.S., where over 150 bills were introduced across multiple states by 2023 to disincentivize firms from adopting ESG. Major financial institutions – including JP Morgan, State Street, BlackRock and PIMCO – have retreated from their earlier climate commitments amid political pressure as well as antitrust concerns.
This trend shows that even well designed accountability measures require durable political support to succeed. After all, corporate sustainability took more than 25 years to develop from an initial framework to mandatory standards, and it still remains a work in progress. AI, by contrast, is advancing exponentially in terms of its reach and societal impact. There may not be 25 years to catch up – but at least there are lessons from the recent past.
Suvrat Dhanorkar, Associate Professor of Operations Management, Georgia Institute of Technology
This article is republished from The Conversation under a Creative Commons license. Read the original article.