Can AI automatically process mathematical formulas and data in articles?

Yes, AI can automatically process mathematical formulas and data within articles. Sophisticated natural language processing models, particularly those trained on technical corpora, are capable of parsing symbolic notations, interpreting equations, and extracting numerical values for further computational tasks. This capability relies on specialized architectures capable of understanding syntax and semantics in scientific contexts, including LaTeX representations. AI excels at identifying patterns, extracting formulas, performing calculations with embedded data, and verifying basic consistency against given text. However, accuracy is contingent on clear formatting and contextual relevance. Significant limitations exist for deriving novel proofs, complex interpretations without training data, or ensuring deep mathematical correctness; human expert oversight remains crucial, especially for advanced or ambiguous material. Primarily, AI enhances efficiency in technical literature review by automating data extraction, verifying numerical consistency within text, generating summaries including quantitative results, and powering assistive tools for researchers and educators. Its value lies in handling large volumes of structured quantitative information, freeing human time for higher-level analysis and interpretation.