Why AI Falls Short for U.S. Tax Guidance

4 min read

Why AI Falls Short for U.S. Tax GuidanceThe rise of artificial intelligence tools like ChatGPT and Grok has transformed how Americans seek information. From meal planning to complex financial questions, these platforms offer instant answers to virtually any query. But when it comes to U.S. tax advice – especially international tax matters – relying on AI can lead to serious and costly mistakes.

The Allure and Limitations of AI Tax Help

The appeal of AI for tax questions is understandable. However, AI’s limitations become glaringly apparent in international tax matters. This specialized field combines extraordinary complexity with constant change, creating a perfect storm that exposes AI’s weaknesses. The landscape shifts regularly through regulatory updates, IRS interpretations, and court decisions – changes that AI systems struggle to incorporate in real-time.

Consider the IRS Practice Units, internal training materials for tax examiners that became public in 2020. From January through early May 2025 alone, the IRS released 35 new Practice Units, with 22 addressing intricate international tax topics such as foreign tax credit computations, base erosion anti-abuse tax, and treaty provisions. These rapidly evolving resources represent just one stream of constantly changing tax guidance that AI models could fail to capture, leading to outdated or incomplete advice.

How AI Gets Tax Advice Wrong

AI’s accuracy problems stem from its fundamental design. Large language models like those powering ChatGPT and Grok train on vast amounts of text from diverse sources – online forums, books, articles, websites, and public records. This training produces responses that sound authoritative and conversational, but this polish masks significant limitations.

The core issue is what experts call “simplexity” – AI’s tendency to oversimplify complex tax law. When AI presents intricate regulations as straightforward concepts, it fundamentally misrepresents the law itself. This problem has already surfaced with the IRS’s own Interactive Tax Assistant chatbot.

AI systems also suffer from interpretation errors, reliance on outdated information, and conflation of similar but distinct tax concepts. For instance, an AI might confuse the Foreign Tax Credit with the Foreign Earned Income Exclusion – similar-sounding but entirely different provisions with vastly different implications.

The Real-World Cost of AI Errors

Mistakes in international tax compliance carry severe consequences. The IRS considers international tax enforcement a top priority, and errors in reporting foreign income or assets trigger substantial penalties. A late FBAR or foreign information return like Form 8938 or 5471 carries a $10,000 penalty. Errors involving foreign assets can result in a 40 percent accuracy-related penalty on unpaid taxes.

Importantly, relying on AI advice won’t qualify as “reasonable cause” to avoid these penalties. Last year, the U.S. Taxpayer Advocate Service highlighted a Washington Post analysis showing that AI chatbots from major tax preparation companies provided incorrect advice up to 50 percent of the time on complex questions. Beyond financial penalties, taxpayers face the stress of audits and the time-consuming burden of correcting mistakes.

Why Human Expertise Remains Essential

While AI continues to advance, it currently falls far short of replacing human expertise in international tax matters. Experienced tax professionals bring irreplaceable skills that algorithms cannot match. They stay current on evolving IRS guidance, monitor treaty updates, and analyze new case law. Most importantly, they apply professional judgment to each unique situation.

International tax planning rarely follows a one-size-fits-all approach. Professionals provide strategic thinking and contextual analysis that optimize outcomes for specific circumstances. They understand when exceptions apply, how different rules interact, and what documentation requirements must be met. These nuanced judgments remain beyond AI’s current capabilities.

Conclusion

This doesn’t mean AI has no role in tax planning. It can serve as a useful starting point for understanding basic concepts or generating initial questions to discuss with a professional. However, treating AI as a substitute for qualified tax advice is a risky gamble.

The appeal of instant, free tax guidance is strong, but the cost of getting it wrong can be devastating. Until AI can match the precision, current knowledge, and professional judgment of experienced tax professionals, taxpayers would be wise to view it as a supplement to – not a replacement for – human expertise.

Quantum Computing: Separating Hype from Real-World Business Value

4 min read

Quantum ComputingLately, there has been a lot of talk about quantum computing, drawing interest from many, including business leaders. Quantum computing promises to solve previously unsolvable problems and revolutionize entire industries. As a result, excitement around its potential is rapidly growing. However, it is important to first ask where the hype ends and the real business value begins.

What is Quantum Computing?

Simply put, quantum computing is a new way of processing information. Unlike classical computers that use bits that are either 0 or 1, quantum computers use qubits (quantum bits). Qubits can exist in multiple states simultaneously as enabled by the principles of superposition and entanglement. This allows quantum computers to process vast amounts of information in parallel. Hence, quantum computers can theoretically tackle certain classes of problems that would take classical computers years to solve.

The Hype: Quantum’s Promised Revolution

Quantum computing is said to have the potential to perform tasks such as cracking encryption, revolutionizing drug discovery, optimizing global supply, and transforming artificial intelligence. Forecasts like one from Boston Consulting Group (BCG) project that quantum computing could unlock up to $850 billion in economic value by 2040. As a result, major industries are investing heavily and hoping to be among the first to benefit from a potential industrial revolution.

The Reality: Technical and Practical Challenges

The reality tells a different story. Today’s quantum hardware is still in its infancy, with most of these computers having fewer than 100 reliable qubits. They face issues such as noise and error rates that make large-scale practical applications elusive. Unlike classic chips that can be stacked for scaling needs, quantum systems can’t be easily scaled and need major advances in architecture and interconnects. Specialized expertise is also required to develop software for quantum machines. Besides, the algorithms that fully exploit the quantum advantage are still being researched. McKinsey estimates that while there may be many operational quantum computers by 2030, their ability to solve complex problems will take more time to mature.

This isn’t to say there is no hope as more improvement is made to quantum computing every day. Consider Google’s Willow, a 105-qubit processor introduced in December 2024. Willow addresses the error correction challenge and performs certain computations in under five minutes, which would take a supercomputer 10 septillion years.

Real-World Business Applications

Despite these challenges, quantum computing has demonstrated potential in real-world use cases. One example is Volkswagen who partnered with quantum computing firms to optimize traffic flow in Lisbon. This demonstrated how quantum algorithms can improve urban mobility. In finance, quantum-inspired algorithms are being tested for portfolio optimization and risk analysis by companies like JPMorgan Chase. Pharmaceutical companies are also testing molecular interactions with quantum simulation to potentially accelerate drug discovery. It’s worth noting that these applications are mainly hybrid solutions that use both quantum and classical computing. Even so, it signals there is potential in future breakthroughs.

Cloud-based quantum computing availed by platforms like IBM, Microsoft and Google have greatly contributed to this venture. These resources have made experimentation possible without the need for in-house quantum hardware. Therefore, businesses have a chance to innovate solutions to complex problems more affordably.

An example of a strategic framework that can help business leaders is the “quantum economic advantage” developed by MIT and Accenture. It requires two conditions: a quantum computer capable of handling the problem’s size (feasibility) and a quantum algorithm that outperforms a similarly priced classical solution (algorithmic advantage). Only when both conditions are met does quantum computing become economically beneficial.

How Businesses Should Get Ready for Quantum Computing

Preparing for quantum computing doesn’t require immediate transformation; however, it does call for strategic foresight. Here’s how businesses can begin laying the groundwork today.

  • Create a Quantum Strategy: Identify potential long-term use cases where quantum could offer an edge, and develop a roadmap aligned with industry trends and business goals.
  • Invest in Collaboration and Research: Partner with universities, quantum startups, and industry groups to stay updated and explore early-stage innovations.
  • Start Quantum-Proofing Security: Begin evaluating quantum-resistant encryption methods to safeguard future data as quantum threats to cybersecurity emerge.
  • Experiment Safely: Use cloud-based quantum platforms to run small pilots or simulations, gaining hands-on experience without major commitments.
  • Build Internal Capability: Upskill current staff in foundational quantum concepts to ensure your team can engage with this evolving technology when the time is right.

Final Thoughts

Quantum computing is in its early stages, but its disruptive potential and rapid development give businesses a reason to start planning on its adoption, or risk falling behind. Integrating quantum has the potential to boost efficiency, cut costs, and enable innovative products and services. To stay competitive, businesses should start building a quantum-ready workforce through training, hiring, and academic partnerships.

New Tax Cut & Spending Bill, Protecting Law Enforcement, VA Benefits and Semiconductor Supply Chains

4 min read

New Tax Cut & Spending BillOne Big Beautiful Bill Act (HR 1) – Introduced by Rep. Jodey Arrington (R-TX) on May 20, this tax bill supports the president’s tax and immigration agenda. The legislation includes:

  • Making permanent the income and estate tax cuts passed in the Tax Cuts and Jobs Act of 2017
  • Waiving income taxes on cash tips, overtime pay and interest on some auto loans (ends 2028). The tip waiver would be a tax deduction of up to $25,000/year on cash-only tips for workers making less than $160,000/year; FICA taxes would still apply to tips.
  • Temporarily increasing the standard deduction (ends 2028)
  • Reducing the amount of income subject to income taxes
  • Temporarily increasing the child tax credit to $2,500 (ends 2028)
  • Increase the estate tax exemption to $15 million and adjust for inflation going forward
  • Increase the SALT cap to $40,000 for incomes up to $500,000, phasing downward for higher incomes, but increasing the cap and income threshold by 1 percent a year over 10 years

To offset the tax cuts, the bill proposes the following spending cuts:

  • Repeal or phase out clean energy tax credits
  • Reduce Supplemental Nutrition and Assistance Program (SNAP) funding by $267 billion over 10 years (and shift a higher percentage of program benefits and administration costs to states)
  • For able-bodied, food-aid beneficiaries without dependents, work requirements would increase from age 54 to 64
  • Increased work requirements for aid to parents based on the child’s age, from 18 down to 7
  • Reduce funding for Medicaid by $700 million
  • Require able-bodied Medicaid beneficiaries without dependents to engage in work, education, or service for at least 80 hours a month beginning in 2026
  • Revamp the student loan program to yield $330 billion in savings
  • Repeal the regulation that allowed students to cancel loans if their college defrauded them or closed suddenly
  • Increase leasing of public lands for drilling, mining, and logging

Additional components of the bill include:

  • Imposing stricter eligibility and income verifications for ACA exchange customers
  • Shortening the ACA enrollment period by one month
  • Prohibiting Medicaid funds from going to Planned Parenthood
  • Canceling a current regulation for minimum staffing in nursing homes
  • $46.5 billion to construct a wall along the U.S.-Mexico border
  • $6.1 billion to fund Border Patrol agents, customs officers, and investigators
  • Impose a $1,000 fee on migrants seeking asylum
  • Remove 1 million immigrants a year and house 100,000 people in detention centers
  • Eliminate the $200 tax on gun silencers
  • $150 billion in new funding for the Defense Department and national security, such as building a missile defense shield (Golden Dome), restocking the nation’s ammunition arsenal and expanding the Navy’s fleet of ships
  • New parents will receive $1,000 from the federal government via a “Trump” account for each baby born during Trump’s second term. Parents may contribute an additional $5,000 a year to the account, earnings would grow tax-deferred in a broad stock index, with qualified withdrawals (higher education, starting a business or purchasing a home after age 18; any purpose after age 30) taxed at the long-term capital-gains rate; nonqualified withdrawals taxed as ordinary income.

The House bill was passed on May 22 and now undergoes scrutiny in the Senate, where there will likely be considerable changes.

Securing Semiconductor Supply Chains Act (S 97) – This bill would enable state-level economic development organizations to increase foreign direct investment in semiconductor-related manufacturing and production. It was introduced by Sen. Gary Peters (D-MI) on Jan. 15 and passed in the Senate on May 20. The legislation is currently under review in the House.

VA Budget Shortfall Accountability Act (HR 1823) – Introduced on March 4 by Rep. Jack Bergman (R-MI), this act would instruct the secretary of the VA and the U.S. comptroller general to report on Veterans Benefits Administration funding shortfalls for fiscal year 2024 and expected funding shortfalls of the Veterans Health Administration in fiscal year 2025. The bill passed in the House on May 19 and is under consideration in the Senate.

Improving Law Enforcement Officer Safety and Wellness Through Data Act (HR 2240) – This bill would require the attorney general to provide regular reports on violent attacks perpetrated against law enforcement officers, as well as for other purposes. Introduced by Rep. Tim Moore (R-NC) on March 21, the bill passed in the House on May 15, and its fate currently lies in the Senate.

Responsibilities of Being the Executor of a Will

4 min read

Responsibilities of Being the Executor of a WillThe appointed executor of a will is the person responsible for paying the debts and taxes of the will’s owner once he dies and then distributing what is left in the estate to named beneficiaries according to instructions of the will. While it might feel like an honor to be asked to be the executor, keep in mind that the responsibilities are far more onerous than being the best man at a wedding.

An executor takes on both legal and fiduciary responsibilities that can have aggravating and even punitive ramifications if not handled properly. The following outlines the responsibilities of being the executor of a will.

Probate

Many formal assets may already have a named beneficiary (e.g., insurance policies, retirement plans, bank and investment accounts); these distribution instructions are outside of and supersede any instructions in a will. All other assets that do not have a separate beneficiary assignment and are not held in a trust must go through the probate court process. It is important to start the process as soon as possible post-death in order to have the legal authority to discharge estate assets. You may require the services of an estate attorney to enter court filings, particularly if you do not live near the departed.

Documentation

First and foremost, you must have the original copy of the will. Ensure you have this or know how to access it when you accept the responsibility as executor. Next, assemble the decedent’s documents to identify all his assets and liabilities, including real estate and personal property. You will be responsible for paying off any outstanding bills and debt, as well as filing tax returns.

Mediator

If the beneficiaries are unhappy with the will’s instructions, the executor is expected to mediate disputes to represent the best interests of all beneficiaries based on the intent of the deceased.

Creditor Claims

The probate process may require or recommend a period of time, possibly six months or longer, during which you may need to place a notice in a local newspaper to alert creditors and debtors that the deceased’s estate has entered probate. This offers ample time for debtors to file claims before the estate assets are disseminated to beneficiaries.

Due Diligence

If the will instructs you to manage the estate’s invested assets, such as money held in a trust, you are required to make prudent investment decisions. For example, just because you personally invest in Bitcoin doesn’t mean that is a fiduciary responsible investment for the decedent’s assets. You must conduct due diligence and have a reasonable rationale for all investment decisions; otherwise, a beneficiary could take you to court for mismanaging the assets. One way to protect your investment decisions is to request that beneficiaries give their approval in writing for any major investment changes you make while managing the assets.

Recordkeeping

Maintain accurate and comprehensive records of all your actions and back-and-forth communications with beneficiaries, investment managers, lawyers, and judicial filings. Record keeping is not just for your benefit; it is considered part of your fiduciary duty as the executor of the will.

Be aware that should your actions as executor come under scrutiny and/or a beneficiary files a court claim that you have been negligent, you could be removed as executor and even be liable for personal restitution and/or punitive damages if a court determines you have been self-dealing. Although unfortunate, this is not an uncommon occurrence.

Responsibilities like this are why many people, particularly those with sizeable estates, choose to name an estate attorney or professional administrator as executor of their will. This allows for a degree of professional distance that can help protect beneficiaries from mismanagement of assets without the emotions associated with naming a close friend or relative as executor.

The executor for a smaller estate is more likely to be administered with ease and can give the owner peace of mind that he’s leaving this responsibility to a trusted friend or family member.

How New Grads Can Master Their Finances

4 min read

How New Grads Can Master Their FinancesCollege graduation is a huge milestone. You’ve completed one chapter and are on the precipice of the next. While exciting, it can also be daunting – you have a whole new set of responsibilities in front of you. But take heart, we have some tips to help you navigate.

  1. Look back to look forward. Take some time to examine your money habits. Do you have a tendency to overspend? Reward yourself with dinners out or a little retail therapy after a stressful event? Neither of these things is good or bad. They’re just choices. However, if you intentionally monitor your behavior and make necessary changes, you’ll learn how to budget early in your life. This way, you’ll set yourself up for success in the future. The truth is, a little self-awareness can go a long way.
  2. Create a budget and stick to it. Don’t think of this as limiting. It’s simply a way to get a hold of your money and learn to live within your means. One smart way to begin is using the 50/30/20 rule: You allocate 50 percent of your earnings to your basic needs, 30 percent to your wants, and 20 percent to your savings. You can also set up short-term and long-term goals. Do you want to save for a vacation? New furniture? A new car? No matter what, start by listing ALL your expenses and then breaking them out into categories. See what you’re spending and make adjustments. To get started, here’s a free budgeting calculator.
  3. Start saving. Right now, you might be feeling immortal. You’re young and just beginning your life. But someday, you’ll be older and need resources to live. So instead of thinking of this as taking away from your fun, think of it as paying yourself first, your future self. Whether for a getaway, an emergency, or whatever, regularly set aside some cash. But there’s more. Take advantage of savings accounts that will help you save on taxes, such as an individual retirement account (IRA) or a 401(K). Many employers offer these and even match your contributions, so don’t miss out. You want your money to work hard for you.
  4. Pay back your student loans. It might be very tempting just to kick this to the curb. Warning: Don’t do it! Even if you have a six-month grace period. Find out what kind of loan you have: Federal or private? Subsidized or unsubsidized? If you can’t afford to pay large chunks, contact your lender and work out a plan. Another important thing is to find out whether you can deduct a portion of your student loan interest payments on your taxes. And finally, you can even investigate consolidating, refinancing, or whether you qualify for loan deferment. Just handle it. You’ll be so glad you did.
  5. Know your worth when job hunting. Do research and find out the salary range for your level in your chosen industry. You should also examine companies. What are the benefits? If the perks are exceptional, it might be worth taking a slightly lower-paying job, depending on your situation. If you can’t negotiate your salary, ask to see if they have other perks, like helping with student loans. Another exercise is to create budgets around net salaries to get a sense of what managing your money looks like.
  6. Vet your health insurance. Some of you might be covered on your parents’ policy until age 26. Or you might be covered by your employer. If you have insurance through your job and are in good health, a plan with a higher deductible may be a smart move. You’ll save on monthly payments and have more cash for after work.          

When it comes to handling your money, all it takes is a little practice. And baby steps. Sure, you’re going to make mistakes. But jump in. Learn the ins and outs. In the end, it’s going to determine whether you remain a student or become a responsible adult.

Sources

https://www.investopedia.com/top-7-finance-tips-for-new-grads-5248426