Loan for Public Service Forgiveness is one of the most popular federal student loan forgiveness programs. It promises to cancel debt after 120 eligible payments for borrowers who work for the government or a nonprofit. AI Still Falls Short On Student Loan
But this program has also had problems for years because of uncertainty, changes in rules, and inconsistent execution. Some borrowers have had a lot of trouble with whiplash. As AI becomes more prominent, some people with student loans are using it to obtain answers to technical questions.
But can we really trust AI to explain something as complicated as PSL F?
We asked four of the best AI platforms (ChatGPT, Google Gemini, Grok, and Perplexity) a series of questions, starting with the most fundamental description of PSLF and moving on to more specific situations. All four tools got the basics right, but most of them got confused when asked about more complicated questions like whether the SAVE plan’s administrative forbearance counts toward forgiveness, whether the new Repayment Assistance Plan (RAP) qualifies, and whether a borrower’s loan must be serviced by MOHELA. AI Still Falls Short On Student Loan
The results demonstrate that AI might be able to help with simple questions, but it can’t yet take the role of official sources or expert advice when it comes to student loan forgiveness. AI Still Falls Short On Student Loan
What AI Tools Got Right About PSLF
Every system we tested correctly defined PSLF at a high level: a program that cancels the remaining balance on Direct Loans after 120 qualifying monthly payments while working full-time for an eligible employer. The tools explained that qualifying employers include government agencies and nonprofit organizations, and that repayment must be made under an income-driven plan or the 10-year standard plan.
For borrowers just learning about PSLF, these answers were generally accurate and helpful. The tools also highlighted the requirement that only Direct Loans qualify, and that FFEL or Perkins Loans don’t qualify unless they are consolidated first.
This baseline accuracy is important, but it’s also the simplest because it’s defined clearly across multiple websites. For basic PSLF education, AI appears to be a reasonable starting point. AI Still Falls Short On Student Loan
Where AI Went Off Track
The real test came with more complex questions.
On whether the SAVE forbearance counts toward PSLF, only Google Gemini offered a somewhat decent answer, but after multiple paragraphs that seem inappropriate for the question. The answer is simple: time in SAVE forbearance does not count, except potentially through the PSLF “buyback” process if the borrower qualifies. AI Still Falls Short On Student Loan
ChatGPT, Grok, and Perplexity all gave inconsistent or incomplete responses, with some suggesting incorrectly that SAVE-related pauses might be credited like the COVID-era payment pause. AI Still Falls Short On Student Loan
For example ChatGPT answered a clear “yes”: If your loan is placed into an administrative forbearance by the Department of Education (for example, during the pandemic payment pause, or due to servicing errors while rolling out the SAVE plan), those months can count toward PSLF.But this isn’t correct. AI Still Falls Short On Student Loan
Gemini correctly identified RAP as a qualifying income-driven repayment plan beginning in 2026. ChatGPT also recognized RAP’s eligibility but hedged that the Department of Education had not finalized guidance (even though this is incorrect and it was written into the OBBBA that RAP qualifies). AI Still Falls Short On Student Loan
Grok, however, incorrectly denied RAP’s existence as a repayment option, suggesting it must have been a typo.
Even on the relatively straightforward question of whether loans must be serviced by MOHELA to count for PSLF, responses varied. Gemini and Perplexity correctly explained that servicing is now managed through StudentAid.gov and that loans can remain with any federal servicer. AI Still Falls Short On Student Loan
ChatGPT suggested loans eventually move to MOHELA for tracking, reflecting outdated information. Grok gave a partial answer that was accurate in describing Direct Loan eligibility but incomplete in its explanation of MOHELA’s limited current role.
Why Accuracy Matters For Student Loan Borrowers
The gaps in AI responses highlight why borrowers should be cautious when using AI tools for financial decisions. Mistakenly believing that months in SAVE forbearance count toward forgiveness could delay cancellation by years. Misunderstanding whether RAP qualifies might lead borrowers to choose the wrong repayment plan. Confusion about servicer requirements could result in incorrect paperwork or confusion. AI Still Falls Short On Student Loan
Because PSLF has historically been one of the most error-prone and complaint-heavy programs in federal student aid, accuracy is not optional. The Department of Education has repeatedly updated PSLF rules through waivers, account adjustments, and negotiated rulemaking. Each change has created new exceptions and caveats that AI systems often fail to capture fully.
Last year our study found that AI was incorrect in 43% of queries – and today’s test around loan forgiveness is mirroring those results. If AI tools repeat those errors, the consequences for borrowers could be significant. AI Still Falls Short On Student Loan
Safer (And Smarter) Alternatives For Borrowers
Borrowers seeking reliable information on student loan forgiveness should continue to rely on official resources or actual human experts:
- Studentaid.gov: The Department of Education’s website hosts the PSLF Help Tool, which verifies employer eligibility and tracks payment counts. AI Still Falls Short On Student Loan
- Loan servicers: While imperfect, loan servicers remain the official point of contact for processing payments and forms. It’s also important to note that loan servicers cannot give you information on future programs like RAP – they can only discuss current options that may work for you. AI Still Falls Short On Student Loan
- Media organisations that specialise in education and personal finance: Highlighting our team, who has decades of experience discussing and covering student loans and personal finance and has testified before Congress, visited the White House, and continually report on student loans and higher education policy.
- Certified professionals: For personalised advice, borrowers can consult financial planners or student loan lawyers that specialise in student loan debt. AI Still Falls Short On Student Loan
AI tools can provide a helpful overview, but borrowers should always cross-check information with official sources.
Bottom Line
AI is not ready to help you navigate Public Service Loan Forgiveness.
While the technology is improving, it still struggles with the nuance and exceptions that can make or break eligibility. For now, AI should be treated as a supplementary tool, not a primary source. AI Still Falls Short On Student Loan
Borrowers who want to ensure they are on track for forgiveness should document their employment, submit PSLF forms regularly, and consult the Department of Education directly. AI may someday help simplify student loan programs, but today, it remains a work in progress. AI Still Falls Short On Student Loan
How The College Investor Can Help You Understand “Student Loan Forgiveness” Better Than AI
We know that AI isn’t ready to help you navigate student loan forgiveness – but The College Investor is. Our team has been writing about student loan forgiveness for over 15 years, and some of our team (Mark Kantrowitz) has testified before Congress and even been cited by the Supreme Court on topics related to student loan forgiveness. AI Still Falls Short On Student Loan
The College Investor was the first aggregator of every student loan forgiveness program by state, and still maintains one of the most comprehensive guides to all the various student loan forgiveness programs available. It has one of the best free PSLF Checklist that borrowers can use, and is regularly keeping their viewers updated on the latest with student loan forgiveness.
The College Investor is the best place to stay updated on student loan forgiveness programs. AI Still Falls Short On Student Loan