Computer scientist with master's degree seeking EB-2 national interest waiver for research on optimization algorithms in machine learning. AAO dismissed, finding proposed endeavor lacked national importance; evidence showed importance of field, not specific petitioner's work beyond employer.

Applied and computational mathematician self-petitioned for EB-2 NIW to research guaranteed algorithms for large-scale systems, claiming prospective applications in cancer research, energy, and artificial intelligence. The AAO dismissed the appeal, finding substantial merit but insufficient evidence of national importance because the connection between the proposed research and asserted national-level impacts was too attenuated.

Software developer with advanced degree sought national interest waiver. AAO dismissed appeal, finding proposed software development lacked national importance; generalized publications about cybersecurity importance, vague hiring projections, and absence of documented specific endeavor impact insufficient.

Post-doctoral fellow in industrial engineering and operations research sought EB-2 NIW for machine learning research. AAO found endeavor had substantial merit and national importance but petitioner lacked sufficient positioning to advance it. Appeal dismissed.