The Petitioner, a data scientist pursuing a PhD, proposed to develop fair, interpretable predictive models for urban applications such as crime prediction, pandemic forecasting, and small business resilience, and to create privacy-respectful mobility data toolkits to improve equitable transit planning.

Prong 1 — national importancenot established · dispositive

“The record does not document these implications of the Petitioner's proposed endeavor.”

“These articles attest to the importance of Big Data, data science and analytics, improving public transportation and inequities in the Paycheck Protection Program, but they do not discuss the Petitioner's proposed endeavor.”

“V-F-M- does not discuss the Petitioner's proposed endeavor in detail”

“S-H- does not discuss any potential prospective impact of the Petitioner's specific proposed endeavor.”

“The evidence does not establish however, the potential prospective impact of the Petitioner's proposed endeavor indicative of national importance.”

AAO decision text

How the evidence was treated

• recommendation letter · discounted

  “does not specifically discuss the Petitioner's proposed endeavor or mention any work he has done on”

  AAO decision text
• citations publications · discounted

  “did not articulate how his past publications address the specific research topics of his proposed endeavor”

  AAO decision text
• funding · discounted

  “he is not identified as the principal investigator on the NSF grant”

  AAO decision text
• other · discounted

  “they do not discuss the Petitioner's proposed endeavor”

  AAO decision text

Where this case turned

• Economic claims unsupported · p1 — job/revenue projections with no corroborating basis
• Endeavor too vague · p1 — described as a job role, not a defined undertaking
• Field importance conflated with endeavor · p1 — argues the field matters, not the specific endeavor
• Letters conclusory · p1 — letters praise skills in general terms without tracing specific impact

Notable

AAO agreed the Director erred by imposing standards inconsistent with Dhanasar (conflating national importance with 'national in scope' and requiring real-world application outside academia), but still found the endeavor's national importance unestablished due to lack of documentation and non-specific support letters.

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
• Matter of L-A-C-

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