Key Points
- ChatGPT offered accurate advice on the standard repayment plan but recommended outdated programs like SAVE and struggled with Public Service Loan Forgiveness (PSLF).
- It's attempts at personalization didn't lead to better output.
AI tools show potential in helping borrowers think through repayment, but without clear context they risk offering incomplete or incorrect guidance.
KEY FINDINGS
- ChatGPT provided accurate advice for standard repayment, accurately calculating monthly payments and payoff periods for simple scenarios (like a $20,000 federal student loan with a $52,000 teacher salary).
- It suggested outdated programs, such as the SAVE plan, which is no longer available due to legal and legislative changes. This highlights a lack of current regulatory awareness.
- Struggled with specifics: ChatGPT failed to clearly explain important details, such as Public Service Loan Forgiveness (PSLF) eligibility and the tradeoffs between forgiveness programs (like PSLF vs. Teacher Loan Forgiveness).
- Personalization was shallow: Even when prompted to personalize answers, it omitted essential questions (e.g., family size), leading to incomplete repayment advice.
Student loan debt is one of the most complex financial products in the United States, shaped by constantly changing federal programs, complicated repayment plans, and rules that differ based on the year you borrowed, income, marital status, and type of employment.
In today's world, so many people default to “just ask ChatGPT” for quick answers. But what happens when you do?
I posed two scenarios to ChatGPT. The first was straightforward: $20,000 in federal student loans, with a borrower earning $52,000 a year as a teacher. The second was more complicated: $220,000 in loans across undergraduate, graduate, and private loans, with a $120,000 income as an architect.
The results revealed the pitfalls of using artificial intelligence as a financial resource.
While the tool offered a basic repayment overview, it also recommended outdated programs and struggled to provide clear answers on loan forgiveness programs like PSLF. Even when it recommended questions to help personalize the output, the questions weren't enough to provide a better answer.
Would you like to save this?
We'll email this article to you, so you can come back to it later!
What ChatGPT Got Right
On the basics, ChatGPT performed reasonably well. For the $20,000 loan scenario, it correctly calculated the standard 10-year repayment plan: fixed monthly payments of about $230, leading to a payoff in a decade. That was accurate and aligned with student loan repayment calculators.
Here is the ChatGPT output from our first query:
What's funny is that it hedged it's answer in the unpersonalized version (stating loan repayment between $200 and $250/mo), but then correctly calculated $230/mo when we asked for a personalized answer.
When personalizing, it also threw out other programs like Teacher Loan Forgiveness, but it didn't address which is better: PSLF or TLF? Also, it didn't talk about how you cannot double-dip these programs.
Here is the ChatGPT output from refining our question based on what ChatGPT requested:
In the second scenario, ChatGPT recognized that a borrower with $220,000 in debt and a high income would face steep monthly payments under the standard plan (around $2,500 to $2,600 - but it made assumptions on the debt amount for this calculation).
It suggested strategies that many financial advisors would endorse: splitting approaches between federal and private loans, using forgiveness opportunities where possible, and refinancing private loans to secure lower interest rates. However, it couldn't really tell you if these were the best since it didn't ask to personalize or clarify anything.
Here is the ChatGPT output from our scenario about having $220,000 in student loan debt:
These suggestions demonstrate how AI can serve as a first stop for borrowers looking for an outline of their options.
Where ChatGPT Fell Short
The model’s weaknesses became clearer the more specific the scenarios became.
Outdated Program Recommendations
ChatGPT recommended the SAVE plan, an income-driven repayment option created during the Biden administration. But SAVE no longer exists, it was blocked by the 8th Circuit Court of Appeals back in 2024, and officially eliminated by the One Big Beautiful Bill Act. Recommending SAVE as the best option is impossible, because borrowers can't enroll in it.
Incomplete Guidance on PSLF
When asked about Public Service Loan Forgiveness, ChatGPT noted that teachers might qualify but failed to fully explain eligibility requirements. Those requirements are important - both the 120 payments and qualifying repayment plan. The reason it matters in this scenario is that you'll end up repaying the loan before reaching forgiveness - both on IBR or the Standard Plan. ChatGPT could be missing this because it thought the SAVE plan was an option.
Personalization Without Depth
When asked to personalize repayment, ChatGPT attempted to collect useful details: income, interest rate, career, and goals. But it didn’t know what questions to ask. For example, it didn't ask family size - which is essential to calculate an accurate income-driven repayment plan question.
Finally, it didn't "think" about the future - should a borrower wait around for the future Repayment Assistance Plan (RAP) that goes into effect in July 2026.
These missing elements illustrate why AI answers, while quick, cannot fully replace official calculators or professional advice.
Warning For Borrowers
For borrowers facing thousands in debt, incomplete answers can carry real consequences. A teacher told about SAVE might mistakenly believe they can continue making reduced payments under a plan that no longer exists. An architect with $220,000 in debt might underestimate the impact of private loan balances, thinking forgiveness options apply more broadly than they do.
The gaps reflect a broader issue: AI models generate answers based on patterns of words from historical articles, not live regulatory updates. For borrowers without prior knowledge of these changes, they could act on outdated advice, delaying repayment strategies or missing opportunities for forgiveness.
AI may provide basic definitions but not the precision needed when repayment rules shift under new laws, or even for individuals with complex situations.
Can AI Still Play A Role?
Despite these flaws, AI has potential to reduce confusion for overwhelmed borrowers. The structured responses can help people understand some of the basic definitions around student loans (federal versus private, standard repayment versus income-driven) and identify the trade-offs of extra payments.
But AI should be treated as a conversation starter, not an authority. Borrowers still need to cross-check answers with official sources like StudentAid.gov, loan servicers, or financial advisors who understand current law.
The Department of Education’s frequent changes to repayment programs make it nearly impossible for AI tools to remain perfectly current. For current student loan and financial information, you need to turn to reliable education and personal finance sources like The College Investor.
The best safeguard is to use AI for general frameworks while confirming details with student loan calculators and published program guidelines.
And remember - even the official StudentAid Loan Simulator isn't correct (it's being updated to reflect the current changes from the OBBBA). You can't even find the correct answers on the government's own website - so if ChatGPT or other AI tools are sourcing it - it's not correct either.
What Student Loan Borrowers Should Do Instead
For those searching for the “best way to repay student loan” or the “right repayment plan,” the most reliable first step is to get organized with your own loans yourself and do actual research what repayment plans you're eligible for.
If you want more help with your student loans, sites like ours, financial planners, and nonprofit resources can provide far more accurate estimates than AI at present.
The real value of AI, at least right now, is simply providing definitions. But whether those definitions are helpful or what you need for your own personal situation remains to be seen.
Don't Miss These Other Stories:
Editor: Colin Graves
Robert Farrington is the founder of The College Investor and is widely recognized as one of the nation’s leading voices on student loan debt and saving for college. He holds an MBA from UC San Diego Rady School of Management and has spent over 15 years researching, writing, and advising on student loans, 529 plans, financial aid programs, and saving and investing for young professionals.
Robert has been featured in the The New York Times, The Wall Street Journal, The Washington Post, NBC News, and Forbes, where he has been a regular personal finance contributor for over a decade. His work combines both professional expertise and personal experience – he successfully navigated his own student loan repayment journey and has helped thousands of readers do the same.
He is committed to making the intersection of personal finance and education transparent and accessible. You can learn more about Robert on the About Page or on his personal site RobertFarrington.com.