If you’re reading this after receiving a denial letter from Social Security, we’re glad you’re here — and we’re sorry you’re dealing with a disability claim. Like many others, you may be turning to artificial intelligence (AI) to prepare your claim or appeal, or at least considering it.
AI is everywhere, touching everything. People now use AI to help prepare their Social Security Disability Insurance (SSDI) claims or interpret denial notices. They even rely on AI to draft their appeal letters. We understand why.
Many of our readers are too sick or impaired to continue working, yet they’re trying to regain stability. They’re grappling with unprecedented financial worries, confusing paperwork, tight deadlines, and an overwhelming disability benefits process. They’re exhausted and scared.
At first glance, AI offers the best way to help someone prepare a claim or appeal. But Social Security disability claims are rarely that simple. AI is often inaccurate because it can pull from multiple, sometimes unreliable or outdated sources, which can lead to conflicting or muddled information. Even more important, most people have no idea how an AI platform stores, uses, or protects the information they enter.
A public AI chatbot should not be treated as a substitute for confidential communication with an attorney or representative. In some cases, information entered into an AI chat could be disclosed, copied, or otherwise reach a Social Security examiner or another insurer or third party.
The reality is, AI may help you organize your disability claim or appeal, but it cannot reliably determine the best strategy for presenting a successful claim or appeal.
Artificial intelligence lacks the case-specific judgment and legal expertise needed to evaluate and develop an SSDI claim. Before you trust an AI tool — whether it’s ChatGPT, Claude (Anthropic), Gemini, or another — with something as important as your disability benefits, you need to understand the risks to protect your winnable SSDI claim or appeal.
This article quickly walks you through Social Security’s application and appeal process so you know what to watch for at each stage – and why an AI tool that sounds helpful and confident isn’t the same as one that’s right.
If You Choose to Use AI in Your SSDI Application
The Pros—How AI Can Help You Get Started
When you first apply, artificial intelligence can help you organize your thoughts, records, and paperwork. AI may help explain unfamiliar terms and summarize the criteria in SSA’s Listing of Impairments, commonly called the “Blue Book.”
You can feed medical histories into an AI tool to help summarize visits, treatment dates, and provider names. AI can help you create an action outline to follow. But AI should not replace your accurate answers or a professional review.
The Cons—How AI Can Hinder an SSDI Application
What you enter may not be private.
Information you enter into a public AI tool is not protected by attorney-client privilege. This is especially important if you are entering medical information, Social Security records, or other personal details. Before sharing sensitive information with an AI tool, you should understand how that service handles and stores your information.
Information entered into a public AI chat could possibly reach a Social Security examiner or third party if:
- You or someone else shares the conversation publicly.
- The AI service stores chats and later discloses them in response to a valid legal request.
- The AI service experiences a data breach or unauthorized access.
- The information is copied into a claim file, email, medical record, or other document that is later provided to the examiner or insurer.
- The AI service uses your data for review, support, or other business purposes under its policies.
Even if the risk is small, treat a public AI chatbot as inappropriate for your confidential disability information. Don’t enter your name, Social Security number, address, date of birth, claim or case number, medical record details, provider names, or unredacted documents. Instead, use general descriptions or placeholders—for example, “a claimant with chronic back pain” rather than specific identifying details.
AI can omit data, miss facts, or fabricate details.
AI-generated statements may be inaccurate and should not replace advice from a qualified disability attorney or authorized representative.
Even with careful prompting, AI can hallucinate or misinterpret complex medical records, potentially creating contradictions or false information in your claim.
Recent reports have found that AI hallucination rates vary widely by model and task, with legal questions presenting particular risks. AI-generated legal information should therefore be independently verified.
AI can also be overly agreeable, reinforcing a user’s assumptions instead of challenging inaccurate statements. This tendency can make incorrect information sound reassuring. That risk is especially concerning when people rely on AI in high-stakes situations.
More importantly, AI cannot replace human experience.
AI can’t replace the insight, background, and judgment of qualified legal representation when it comes to understanding your unique disability and the steps needed to build a strong claim.
ChatGPT, Claude, or Gemini generally won’t “know” about your local SSA hearing office tendencies, how your specific work history fits federal vocational rules, or how to apply GRID rules to your claim.
For a free legal consultation, call (800) 562-9830
If You Choose to Use AI in Your SSDI Appeal
If Social Security denies your claim, you generally have 60 days to appeal. You need a reliable resource to help you without delay.
AI seems like a perfect answer. You can paste a denial notice into a chatbot and ask what it means. You can also ask it to explain the rules, identify arguments for an appeal, or even draft an elegant-sounding appeal letter. It’s there for you at 2:00 a.m. or 2:00 p.m.
Before we get into where AI goes wrong, it helps to understand the four stages your SSDI case can go through:
The Four Stages of an SSDI Appeal (Quick Primer)
- Reconsideration — a fresh review of your initial denial. Did the initial determination correctly apply the facts, medical evidence, and SSA rules? The primary decision-maker is the Disability Determination Services (DDS) examiner and medical consultant conducting the new review.
- Hearing before an Administrative Law Judge (ALJ) — an in-person or video hearing. Based on the evidence in the administrative record, testimony, and any properly submitted evidence, are you disabled under the law? An ALJ hears the case, and you and/or your attorney represent you.
- Appeals Council review — a review of whether the ALJ made a legal error. Did the ALJ make a material legal, factual, procedural, or evidentiary error, or otherwise issue a decision that requires correction? The audience is the Appeals Council judges with assistance from its legal and adjudicative staff, who may deny review, issue their own decision, or remand the case to the ALJ.
- Federal District Court — a civil action seeking judicial review of the Commissioner of Social Security’s final decision. Did the SSA’s final decision comply with the law and have adequate support in the administrative record? The case is reviewed by a federal district judge or magistrate judge, depending on the court and the parties’ consent. The court generally reviews whether the agency applied the correct legal standards and whether its decision is supported by substantial evidence in the administrative record. It usually does not conduct a new disability hearing or reweigh the evidence from the beginning.
Each stage serves a distinct function: Each stage has a different purpose, is governed by different procedures, and requires attention to a different type of issue.
This is exactly why AI may fail differently for each one — a tool that doesn’t know the difference will treat all four the same. AI cannot reliably predict how a DDS examiner, ALJ, Appeals Council, or federal court will evaluate the specific facts and evidence in your case.
Stage 1: Reconsideration — Where AI Writes Something That Sounds Good but Answers Nothing
At the SSDI reconsideration stage, it is natural to think, “I just need to explain my condition again, more clearly.”
AI is great at this. It can turn scattered notes into a polished summary in seconds.
But reconsideration is not simply a second chance to describe your condition. It is an opportunity to respond to the specific reason the DDS gave for denying the claim and to submit evidence relevant to those issues.
The issue might involve the severity of your impairment, the medical evidence, your ability to perform work tasks, or whether your impairment meets the required 12-month duration.
AI cannot know which issue matters unless you provide the denial notice or accurately summarize it. Even then, it may produce a smooth narrative describing the condition without answering the question that needs resolving.
Suppose the denial states there is insufficient evidence that the impairment lasted—or was expected to last—for at least 12 months. AI might generate a well-written letter about back pain and difficulty walking without explaining the condition’s history, expected duration, treatment records, or other evidence addressing that requirement.
The letter may read well, but it still doesn’t address the reason Social Security gave for the denial.
Stage 2: ALJ Hearing — AI Hallucinations, Misinterpretations, and More
AI can help you find information or organize your thoughts. But relying on AI to prepare for an SSDI hearing before an Administrative Law Judge (ALJ) carries serious risks. Here are some of the biggest problems to understand:
AI Can Make Up Legal Citations.
Artificial intelligence tools frequently “hallucinate”—completely invent—nonexistent court cases, inaccurate quotations, and bogus legal citations when asked to conduct legal research. If you include one of these made-up citations in something you submit to an ALJ, it can hurt your credibility.
AI Can Apply the Wrong or Outdated Law.
Social Security disability law can be complex and changes over time. AI may rely on an outdated rule that is no longer in effect or cite a court decision from a different federal circuit. A decision from another federal circuit may not be binding in your jurisdiction, and a district court decision may have limited precedential value.
AI May Miss What Makes Your Disability Case Unique.
AI often relies on general information and patterns. It may not understand the details that matter in your case, such as how your medical conditions affect your ability to sit, stand, concentrate, maintain a schedule, interact with others, or perform work activities day after day. It may also overlook important details about your past work and medical history.
AI Can Miss Important Medical Details.
AI systems can struggle to interpret unusual symptoms, complex medical histories, or gaps in medical records. They may also misinterpret information in your records or overlook evidence that a qualified professional would recognize as important. Human review is extremely important here.
Stage 3: Appeals Council — Where AI Can Invent Citations That Do Not Exist
At this stage, the goal is not merely to restate that you cannot work. The focus is on identifying a specific problem with the ALJ’s decision—for example, a legal or procedural error, a finding unsupported by the evidence, or a failure to properly consider important information. New and material evidence may also be relevant, but the Appeals Council has specific requirements concerning the evidence, the period it covers, and how and when you submit it.
That makes inaccurate legal citations especially risky. AI may cite a non-existent case, misrepresent a real case, attribute a quotation to a case that never contained it, or rely on an outdated regulation or agency rule. AI can produce language that sounds convincing, but it cannot guarantee that every legal authority is authentic, current, or relevant.
This concern is more than hypothetical. For example:
In a 2025 Social Security case in Arizona, a federal court found that the majority of the 19 case citations in an attorney’s brief were nonexistent, inaccurate, or unsupported. The court struck the brief, imposed sanctions, revoked the attorney’s pro hac vice status, and required additional corrective measures.
If this can happen in a federal-court filing prepared by an attorney, it can also happen in an Appeals Council submission prepared without legal representation. Check any AI-generated citation against an authoritative legal source. If you cannot verify a citation, do not use it.
Stage 4: Federal Court — Where the Stakes Are Highest and AI’s Gaps Are Hardest to Repair
If your case reaches federal court, you are in a formal lawsuit with strict deadlines, filing requirements, and court rules. The court generally reviews the existing administrative record rather than holding a new disability hearing or receiving new medical testimony.
AI does not automatically have access to that record. Unless you provide the relevant documents and review them carefully, it may generate a page number, exhibit reference, or quotation that sounds real but doesn’t exist—or doesn’t support the point you are making. This risk is especially high in federal court, where arguments must tie to the actual record and the legal rules governing judicial review.
An argument that is not properly raised and supported may be deemed forfeited and may receive little or no consideration later. Exceptions exist, but you may have no practical opportunity to fix the problem after the briefing stage. Therefore, check every citation, quotation, record reference, deadline, and procedural statement against the actual record and the applicable court rules.
The Risks That Show Up at Every Stage
A few key points are important to remember throughout the appeals process:
- Your conversations with a public AI chatbot should not be treated as confidential.
An AI chatbot is not your attorney, and communications with it generally are not protected by attorney-client privilege. Before uploading a denial notice or other personal information, review how the service stores, reviews, uses, and shares prompts and files. This includes your Social Security number, financial records, prescription history, work history, diagnoses, and medical records.Depending on the service and its policies, information entered into a public AI platform may be retained, reviewed, used to improve the service, or disclosed to third parties—possibly. In some circumstances, it could ultimately be copied into materials provided to Social Security or another insurer. - AI can misinterpret rules and should not be relied on to track your legal deadlines. This can cause you to miss a deadline or undermine credibility. SSDI appeal deadlines are often short, and missing one can prevent you from advancing to the next stage. AI may not identify the correct appeal deadline, calculate when your deadline expires, or explain whether you may qualify for an extension based on good cause.
- AI may invent citations or fill in missing information. Instead of saying, “I don’t know,” it may create a believable-sounding fact, citation, quotation, date, or record reference that is false. Confident wording does not guarantee accuracy.
- A polished appeal can still hurt your claim if it conflicts with the evidence. For example, AI-generated language that indicates sustained concentration and the ability to organize and explain information in detail may appear inconsistent with your claimed cognitive limitations, testimony, or medical records. What matters is not how well the appeal is written, but whether it accurately reflects your day-to-day functioning.
None of these risks mean you have been careless. They do mean that AI can sound more knowledgeable, confident, and certain than it really is—especially in legal settings.
Where AI Can Actually Help
We’re not anti-technology. AI can have a useful role in the appeals process. It can help you:
- Organize your notes and create a timeline before speaking with an attorney
- Organize your own notes into a rough symptom journal, while reviewing every entry to ensure that it accurately reflects your experience and uses your own words
- Brainstorm questions to ask a lawyer
- Help identify information you may need to gather or clarify
Do not treat AI as a substitute for legal judgment or advice. Do not rely on it to prepare the final letter, choose the legal argument, interpret the administrative record, or decide what your case depends on without careful review by a qualified professional.
The Risk Is Not Just Inaccurate Writing—It Is Inaccurate Strategy
AI may help organize information, but it cannot reliably determine which facts and legal issues matter most in your case. That requires a careful review of the denial letter, medical and vocational evidence, procedural history, deadlines, and applicable law.
The risk is not simply that AI “makes mistakes.” The risk is that an AI mistake can become part of your official argument, conflict with the evidence, undermine credibility, or send you down the wrong legal path.
If you’re going to use AI, understand both the risks and the tasks it cannot safely do for you.
Your claim or appeal will not be decided by how polished the sentences sound. What matters is presenting the relevant evidence and arguments accurately, applying the correct legal standards, and addressing the reason your claim was denied at the appropriate stage.
Support for Your Disability Claim—Every Step of the Way
The disability claims process can feel overwhelming, but you do not have to handle it alone. Our disability team can help you understand the process, identify important issues, and move forward with confidence.
If you received a denial letter or are facing an upcoming deadline, we would be glad to review your situation—whether or not you have already used AI to prepare your claim or appeal. We can help identify errors, address missing information, and determine the next steps to move your case forward.
Schedule a free consultation today to discuss your claim. We can assist you at any stage of the process and provide the support and peace of mind you deserve. Call us at (800) 562-9830.
To your success!
The Team at Marc Whitehead & Associates.
Call or text (800) 562-9830 or complete a Free Case Evaluation form
