machine learning

EB-2 National Interest Waiver — Merits Decision

2026-01-22·DISMISSED·IN RE: 40788324

Underlying petition: DENIED · Service Center Operations (SCOPS)

Legal elements discussed — Matter of Dhanasar

Prong 1 — Substantial Merit & National Importance

PASS

Petitioner argued: proposed endeavor has substantial merit and national importance

Evidence type: letters of support, documentation of broader implications

U.S. Citizenship and Immigration Services (USCIS) finding: ACCEPTED

she has established that she meets the first prong of the Dhanasar framework

Decision PDF, p. 3Open source PDF

Prong 2 — Well Positioned to Advance the Endeavor

FAIL

Petitioner argued: well positioned to advance proposed endeavor based on research record

Evidence type: publications, citations, peer review, letters

USCIS finding: INSUFFICIENT

the Petitioner has not sufficiently demonstrated that her work constitutes a record of success or progress in machine learning research rendering her well positioned to advance her proposed endeavor

Decision PDF, p. 6Open source PDF

Prong 3 — Balancing the Waiver's Benefits

FAIL

Petitioner argued: waiver would benefit the United States

Evidence type: arguments about impracticality and urgency

USCIS finding: INSUFFICIENT

The Petitioner has not shown that she offers contributions of such value that, on balance, it would be beneficial to the United States to waive the job offer and labor certification requirements

Decision PDF, p. 8Open source PDF

What this decision can’t tell you

This decision comes from a case that was denied and then appealed. Every case here is in that position — it cannot be used to estimate an overall approval rate, and it cannot predict the outcome of any individual case, including yours. USCIS officers exercise discretion on facts that are never fully captured in a written decision.

This decision turned on whether the person was well-positioned to advance the endeavor. Describe your own work and see which decisions discussed the same issue.

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Questions this raises for your lawyer

  • On Prong 2 (well positioned to advance the endeavor), USCIS found the petitioner's publications, citations, peer review, letters insufficient to establish that well positioned to advance proposed endeavor based on research record. What would make comparable evidence in my own case more persuasive?
  • On Prong 3 (balancing the waiver's benefits), USCIS found the petitioner's arguments about impracticality and urgency insufficient to establish that waiver would benefit the United States. What would make comparable evidence in my own case more persuasive?
  • What in my own case most resembles the specific facts USCIS focused on in this decision?
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