This is an AAO appeal decision — a case denied once and appealed. It shows how the framework is applied; it is not the filing population.
The petitioner, a computer scientist, proposed to continue research developing algorithms and machine learning models to improve the performance, reliability, and scalability of large-scale software testing, culminating in publications and open-source contributions.
Field: computer science / software testing and machine learning · Read the decision (uscis.gov)
Prong 1 — national importanceestablished
Prong 3 — balance of factorsestablished
How the evidence was treated
- citations publications · ignored
“SCOPS only stated that the Petitioner's mere reference to STEM was not sufficient to establish eligibility and provided no analysis as to this issue.”
AAO decision text
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Notable
AAO found SCOPS overemphasized economic-benefit analysis under prong 1 and failed to consider the petitioner's argument that his endeavor advanced critical and emerging technologies relevant to U.S. national security, per USCIS Policy Manual F.5(D)(2); remanded for SCOPS to reconsider both prongs 1 and 3 in light of this STEM/national-security framework without expressing an opinion on the ultimate outcome.
Authorities this decision leans on
From the doctrinal survivor set — 187 authority tests across 47 distinct authorities cleared the differential-lift gates. Only those appear here.
- 8 C.F.R. 103.3
- Flores v. Garland
- USCIS Policy Manual F.5(D)(2)
What this case teaches
Analyst reading of the decision text.
SCOPS overemphasized generic economic-benefit analysis and gave no analysis of petitioner's specific critical-and-emerging-technology/national-security argument for national importance, requiring remand.
Explicitly frame STEM endeavors as advancing critical/emerging technologies tied to national security or US competitiveness, not just generic economic impact, to compel adjudicator engagement.
specific
critical_emerging_tech · national_security · us_competitiveness · economic_job_creation · stem_positive_factor
endeavor_focused
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