Ann Blair (b. 1961) is an American historian whose work on the information-management practices of early modern Europe has become the reference point for contemporary thinking about AI-era abundance. Carl H. Pforzheimer University Professor at Harvard, where she has taught since 1996, Blair was educated at Harvard and Princeton before returning to Harvard's faculty. Her landmark work, Too Much to Know: Managing Scholarly Information before the Modern Age (2010), traces the history of information overload from antiquity through the early modern period. Her concept of infolust, her analysis of commonplace books and florilegia, and her sustained attention to the invisible labor of curation have made her work essential to anyone trying to understand what the AI moment demands.
Blair's scholarly training was classical — Renaissance natural philosophy, the history of the book, early modern intellectual history — and her contribution to the AI discourse arrives as a side effect of a career focused on the sixteenth and seventeenth centuries. The indirection is part of what gives her framework its power. She is not writing about AI; she is writing about how human beings have always navigated abundance, and the contemporary relevance emerges from the structural continuity her research documents.
Her methodological commitment is to archival specificity. Where many commentators on information overload operate at the level of generalization, Blair works from the concrete records — actual commonplace books, specific reference works, particular treatises on excerpting — that show how earlier generations handled their crises. The specificity is what makes the framework useful: it reveals the real mechanisms by which abundance was converted into knowledge, and those mechanisms are still operational.
Blair's influence extends well beyond academic history. Her work has been cited by librarians, information scientists, AI researchers, product designers, educators, and policy analysts. The 2010 timing of Too Much to Know — just as digital information abundance was becoming culturally unavoidable — gave her framework an audience she had not specifically addressed but that has continued to grow as the AI transition has made her questions increasingly urgent.
Her writing is characterized by scholarly understatement. She does not argue for her framework's contemporary relevance in polemical terms; she lets the evidence and the structural parallels do the work. This restraint is part of the framework's authority: the reader arrives at the contemporary implications through her own inference, and the implications feel discovered rather than asserted.
Blair received her A.B. from Harvard in 1984 and her Ph.D. from Princeton in 1990, working on Jean Bodin's Universae Naturae Theatrum. Her first book, The Theater of Nature (1997), examined sixteenth-century natural philosophy. She joined Harvard's faculty in 1996 and has held the Carl H. Pforzheimer University Professorship since 2012.
Structural recurrence. The experience of information overload is a recurring condition, not a modern affliction.
Infolust drives the dynamic. The appetite for comprehensive knowledge predates any specific technology and outlasts each one.
Curation is the permanent response. Human judgment, not technology, converts abundance into knowledge.
Invisible labor deserves recognition. Curatorial work is systematically undervalued because its results are smooth and its process hidden.
Institutions matter more than tools. The quality of a society's response to abundance depends on the institutions that support curatorial labor, not on the technology that produces the abundance.