NIW Bearings
dismissedJUN102025_04B52032025-06-10 · appeal

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, sought to continue developing AI algorithms and machine learning models—particularly for graph and network analysis—applied to healthcare challenges such as precision medicine, drug interaction modeling, and drug discovery.

Field: computer science / AI for healthcare (machine learning, graph and network analysis) · Read the decision (uscis.gov)

Prong 1 — national importanceestablished

As the Petitioner has demonstrated both the substantial merit and national importance of her proposed research, she has established that she meets the first prong of the Dhanasar framework.

AAO decision text

Prong 2 — well positionednot established · dispositive

a degree, in and of itself, is not a basis to determine that a person is well positioned to advance the proposed endeavor.
The Petitioner's citation record must be weighed alongside other qualitative indicators of impact and influence.
the authors of these letters and opinions do not provide sufficient detail explaining the significance of the Petitioner's past research
the record lacks sufficient detail regarding the Petitioner's special role or responsibilities in securing these fonds
the Petitioner has not sufficiently demonstrated how she plans to carry out her proposed research activities
the Petitioner has not provided evidence of progress toward achieving the specific goals of her proposed endeavor

AAO decision text

How the evidence was treated

  • recommendation letter · discounted
    the authors of these letters and opinions do not provide sufficient detail explaining the significance of the Petitioner's past research
    AAO decision text
  • citations publications · discounted
    citation frequency, which may include self-citations, is quantitative in nature and does not reveal the reasons for the citations
    AAO decision text
  • funding · discounted
    the Petitioner has not shown that she was the primary award recipient or principal investigator
    AAO decision text
  • degree · discounted
    a degree, in and of itself, is not a basis to determine that a person is well positioned to advance the proposed endeavor.
    AAO decision text
  • resume experience · discounted
    she has not sufficiently demonstrated how she is well positioned to advance her research endeavor while working for
    AAO decision text

Where this case turned

  • Citations insufficient · p2citation counts without qualitative account of impact
  • Education alone insufficient · p2degrees offered as positioning — credentials are not a track record
  • Funding absent · p2no documented funding or resources behind the plan
  • Letters conclusory · p2letters praise skills in general terms without tracing specific impact
  • No progress evidence · p2no documented movement toward the endeavor since filing
  • Record of success insufficient · p2a claimed track record the documents do not establish
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Notable

AAO expressly withdrew SCOPS' prong-1 (national importance) denial and credited the endeavor's merit, but still dismissed the appeal solely on prong 2, reserving prong 3. The Petitioner argued SCOPS abused its discretion and applied a 'heightened standard,' citing Buletini v. INS; AAO rejected this, holding USCIS need not individually address every piece of evidence, citing Villegas Sanchez v. Garland.

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
  • Buletini v. INS
  • Flores v. Garland
  • Matter of L-A-C-
  • USCIS Policy Manual F.5(D)(2)

What this case teaches

Analyst reading of the decision text.

Decisive factor

Prong 1 was won, but her first-authored papers had zero citations, she had not published since 2022, her NSF role was participant not principal, and her new industry job did not evidence field interest; prong 2 failed.

Transferable lesson

Zero citations on your first-authored work and a publication gap speak louder than coauthored counts; a prestigious new job is not evidence the field has adopted your research.

Endeavor framing

specific

National-importance theory

critical_emerging_tech · public_health · field_advancement

Evidence targeting

person_focused

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