AI in Social Security Disability Claims

Social Security disability claims require evaluating medical and vocational evidence under program-specific rules. Files can contain lengthy records from many providers, with inconsistent formats and repeated documents. AI may help identify relevant pages, summarize facts, or route a case for expedited review. The tool’s role matters: a document summary is not the same as deciding whether a person meets the legal definition of disability. The Social Security Administration has publicly described AI as a decision-support tool in its disability work. In a National Disability Forum presentation, SSA discussed AI in relation to its Quick Disability Determinations process and summarizing pages of medical records. SSA’s budget materials describe a planned or deployed initiative to use AI to read evidence and generate a summary for adjudicators. The agency describes efficiency goals, but a summary does not replace the actual medical evidence or establish the outcome of an individual claim. An AI summary can omit a critical limitation, confuse dates, merge two providers, or turn a tentative statement into a firm diagnosis. Records may be scanned poorly or contain handwriting. A model trained to find common phrases could miss a less common condition or a functional detail that matters under the rules. Adjudicators should verify material statements against the source, consider evidence that contradicts the summary, and make decisions through the established process. Claimants should be able to correct factual errors and submit additional evidence. Evaluation should measure more than processing time. Agencies should test whether summaries preserve diagnoses, treatment dates, functional limitations, and contradictory evidence; audit omission and attribution errors; and assess any effect on allowances, denials, and appeals. Systems should preserve the model version, source page references, and reviewer edits. Notices should explain the reason for a decision under applicable procedures, not simply point to an AI result. AI can help organize evidence, but the legal decision remains tied to the individual record and the SSA’s disability criteria.