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Virginia Tech updates undergraduate admissions process

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Virginia Tech updates undergraduate admissions process


Virginia Tech is updating its undergraduate admissions deadlines and its prospective student review process for the application cycle that opens Aug. 1.

The changes include shifting the university’s early admissions application deadline from Nov. 15 to Nov. 1 and integrating a new approach to evaluating applicant essays that pairs human reviewers with an artificial intelligence (AI)-supported model developed by Virginia Tech researchers. These changes aim to provide applicants with admissions decisions more quickly.

A record 57,622 first-year applications were submitted for fall 2025 admission, 10.2 percent more than the previous year. It was the fifth straight year in which the university has set a new high for the number of first-year applications.

“For the last three years, we have worked closely with Virginia Tech researchers in creating and testing this approach in a careful and responsible way. The success of this research has led to development of this tool that will support our human readers as they review the essay section of the application. These updates allow us to keep pace with the application volume while preserving the academic quality, increasing the fairness and responsiveness of our review process,” said Juan Espinoza, vice provost for enrollment management. “Utilizing AI will enable us to review essays more quickly and consistently, which benefits students by allowing our admissions committee to make admissions decisions earlier.”

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The new essay review process replaces the previous system, in which each essay was initially scored by two human reviewers, with a model that includes one human reviewer and one AI reviewer. Under the previous process, if the two human reviewers’ scores differed by more than four points on a 12-point scale, a third human reviewer was brought in to evaluate the essay and resolve the discrepancy. In the new process, that discrepancy threshold has been lowered to two points to ensure the highest levels of accuracy.

Espinoza stressed that AI is being utilized to confirm the human reader essay scores, not make any admissions decisions. Final admissions decisions will be made exclusively by qualified and trained admissions professionals.

“If the human and AI scores differ by more than two points, a second human reviewer is brought in to ensure consistency and fairness,” he said. “This safeguard gives us even greater confidence in the scores and reinforces that final admission decisions continue to be made exclusively by admissions professionals on our team.”

The AI reviewer uses a large language model that was trained, rigorously tested for accuracy and fairness, and validated by Virginia Tech researchers. This internal system will be closely monitored by the research group. Espinoza said this work contributes to a national conversation about the responsible use of AI in higher education.

“We’re proud to be contributing to the innovation of new tools and, just as importantly, we’re committed to using them thoughtfully and transparently,” he said. “We’ll continue to evaluate outcomes, incorporate research, and refine our approach to ensure we’re serving students in the best possible way.”

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West Virginia’s 2026 football schedule features tough closing stretch

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West Virginia’s 2026 football schedule features tough closing stretch






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Young Northern Virginia child confirmed with measles, state’s third case this year

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Young Northern Virginia child confirmed with measles, state’s third case this year


A child under 4 years old in Northern Virginia tested positive for measles after traveling internationally, according to the Virginia Department of Health on Tuesday.

Officials said the child’s case is not connected to a previous reported case on Jan. 11 involving another young child.

The child made visits to three places between Jan. 13 and 18, with officials encouraging those who were in those areas to contact their local health officials.

PM Pediatric Urgent Care, located at 2690 Prince William Parkway in Woodbridge

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  • Tuesday, January 13 from 4 p.m. to 7:30 p.m.

Inova Children’s Emergency Department, located at 3300 Gallows Road in Falls Church

  • Thursday, January 15 from 7:30 p.m. to 10 p.m.
  • Friday, January 16 from 8:30 p.m. to 11 p.m.

Inova Fairfax Hospital Women’s and Children’s Building, Floors 2-10, located at 3300 Gallows Road in Falls Church

  • Saturday, January 17 at 2:30 a.m. to Sunday, January 18 at 5 p.m.

Click here for more information on Measles and its symptoms.



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Federal judge says Trump-appointed federal prosecutor in Virginia is ‘masquerading’ in the job

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Federal judge says Trump-appointed federal prosecutor in Virginia is ‘masquerading’ in the job


WASHINGTON — Two judges in Virginia are rejecting Trump administration arguments that a White House loyalist can continue serving as a top federal prosecutor in the state, with one on Tuesday soliciting applications for a replacement and the other prohibiting Lindsey Halligan from continuing to represent herself in his court as a United States attorney.

The dual orders from separate judges marked a dramatic new front in an ongoing clash between the Trump administration and the federal court over the legitimacy of Halligan’s appointment. A White House aide with no prior prosecutorial experience, Halligan was picked for the role by President Donald Trump in September only to have a judge two months later rule that the appointment was illegal.

The Trump administration has kept Halligan in place despite that ruling, but on Tuesday, two judges made clear that they believed it was time for her tenure to end. Similar disputes have occurred in other districts across the country, where judges have rejected other Trump administration efforts to install acting prosecutors outside conventional protocol.

In one order, M. Hannah Lauck, the chief judge of the Eastern District of Virginia and a nominee of President Barack Obama, directed a clerk to publish a vacancy announcement on the court’s website and with the news media and said she was “soliciting expressions of interest in serving in that position.” The judge noted that the 120-day appointment given to Halligan, who has since been nominated by Trump but not confirmed by the Senate, expires on Tuesday.

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In a separate order, U.S. District Judge David Novak said he was striking the words “United States Attorney” from the signature block of an indictment in a case that was before him, and barred her from continuing to represent herself with that title. He said he would initiate disciplinary proceedings against Halligan if she violated his order and persisted in identifying herself in court filings as a U.S. attorney, and said other signatories could be subject to discipline as well.

“No matter all of her machinations, Ms. Halligan has no legal basis to represent to this Court that she holds the position. And any such representation going forward can only be described as a false statement made in direct defiance of valid court orders,” Novak wrote. “In short, this charade of Ms. Halligan masquerading as the United States Attorney for this District in direct defiance of binding court orders must come to an end.”

The order from Novak, who was appointed to the bench by Trump during the Republican president’s first term in office, followed a defiant filing from Attorney General Pam Bondi and Deputy Attorney General Todd Blanche in which they stood behind Halligan’s authority and accused the judge of abusing his power by demanding that Halligan publicly explain why she continues to identify herself as a U.S. attorney.

“Ms. Halligan’s response, in which she was joined by both the Attorney General and the Deputy Attorney General, contains a level of vitriol more appropriate for a cable news talk show and falls far beneath the level of advocacy expected from litigants in this Court, particularly the Department of Justice,” Novak wrote.

“The Court will not engage in a similar tit-for-tat and will instead analyze the few points that Ms. Halligan offers to justify her continued identification of her position as United States Attorney before the Court,” he added.

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Halligan was named to the job on an acting basis in September after the Trump administration effectively forced out veteran prosecutor Erik Siebert amid pressure to bring charges against two of Trump’s political foes, former FBI Director James Comey and New York Attorney General.

Halligan secured the indictment but the win was short-lived. In November, U.S. District Judge Cameron McGowan Currie ruled that Halligan was illegally appointed as an acting U.S. attorney.



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