Publications
Papers & External Reading
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External reading
Sources outside AAIR Labs
Recommended by AAIR Labs. These works were not produced by AAIR Labs. The note under each title is context from the lab.
External reading
How to Read a Technical Paper
Jason Eisner · Johns Hopkins University Computer Science Department · 2002
A practical guide breaking down how to efficiently triage, dissect, and extract core methodologies from technical papers without getting bogged down in dense formulas. Essential reading for members participating in weekly lab literature deep-dives.
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Cargo Cult Science
Richard Feynman · Caltech Engineering & Science · 1974
A short, landmark speech on scientific integrity, radical honesty, and avoiding self-deception in research. It sets a foundational mindset for AAIR Labs members across JSOM, Computer Science, and Engineering when evaluating claims and testing AI models.
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How to Read a Paper
Srinivasan Keshav · Stanford · 2007
A widely acclaimed academic guide outlining the "three-pass approach" (scanning structure, diving into logic, and mentally re-implementing). It saves students from the exhausting habit of reading dense, math-heavy journals linearly, teaching them how to efficiently triage and extract core methodologies for weekly lab literature reviews.
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Research Methods in Psychology
Rajiv S. Jhangiani, Carrie Cuttler, and Dana C. Leighton · KPU Pressbooks · 2019
Breaks down the differences between quantitative, qualitative, and experimental research, covering variables, sampling techniques, and bias mitigation. This gives technical builders and business analysts a shared framework for evaluating data collection protocols and validating AI model metrics under controlled conditions.
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