Wolfe Beckley’s path to becoming the Valedictorian of the Pahrump Valley High School Class of 2025 wasn’t defined by a strategic climb to the top of a GPA leaderboard. Instead, it was driven by a deep-rooted intellectual curiosity and a love for mathematics that shaped his academic pursuits. “If my goal specifically was valedictorian, I probably wouldn’t have done what I’d done,” Wolfe said with characteristic humility. “I took a lot of college classes, including ones that didn’t count for high school credit, because I was chasing an associate’s degree in pre-engineering.”
Rather than take the path of least resistance, Wolfe immersed himself in advanced placement and dual credit courses that would satisfy both his academic hunger and long-term goals. His rigorous workload included not only the necessary credits for graduation but also additional classes needed for college-level certification. “It definitely wasn’t the easy path,” he added.
In the fall, Wolfe will head to the California Institute of Technology—also known as Caltech—where he will major in mathematics with the dream of becoming a math researcher and, ultimately, a professor. His aspirations go far beyond academia for its own sake. “I hope I get to be a math researcher. You ask yourself questions that seem like they should be true, and then you try to prove them. Sometimes you discover they’re false and you go, ‘Ugh, I hate myself.’ But then you keep going,” he said with a laugh.
To Wolfe, math isn’t just numbers and formulas—it’s exploration. He used the example of Poincaré’s Conjecture, a formerly unsolved problem in topology that posits any shape without holes can be molded into a sphere in higher dimensions. “It sounds simple,” Wolfe explained, “but proving it gets very, very complex—especially in four dimensions. That’s what math research is. It’s solving conjectures—statements that haven’t yet been proven or disproven—and seeing if they hold up under scrutiny.”
For Wolfe, the pursuit of mathematics is more than a career goal—it’s a calling that comes with high expectations, some of them humorously imposed by friends who know his capabilities. “They like to say, ‘You better get a Fields Medal,’” Wolfe said with a grin, referring to the prestigious international prize often considered the Nobel Prize of mathematics. “I think they’re half-joking, but still—if people are going to say that, you feel like you at least have to try.” Though he remains humble about the possibility, the encouragement pushes him to aim high. “I won’t—but I like their vote of confidence.”
Wolfe finds joy in these challenges, often engaging with advanced mathematical content in his free time. One of his earliest inspirations came from watching YouTube videos by Grant Sanderson, who runs the channel 3Blue1Brown. “He was the main person who got me into mathematics,” Wolfe said. “The way he visualizes complex ideas—it clicked for me.”
That passion was recognized early on through Wolfe’s acceptance into MITES Summer (MIT Introduction to Technology, Engineering and Science), a highly competitive six-week residential summer program at MIT. “I died for that program,” Wolfe said with a grin. “I had to take a couple days off school just to write the essays. I wanted it so badly—and I got in.”
At MITES Summer, Wolfe took classes in linear algebra, physics, and biochemistry, among others. His capstone project, developed alongside peers Vincent D’Angelo and Janelle Tabakov, involved training a neural network to identify pneumonia in chest x-rays. “We used a model called ResNet-18, learning about residual blocks and cross-entropy loss. It was such a cool experience—being surrounded by brilliant kids who genuinely love learning.”

Despite his numerous accolades, including a near-perfect score on the PSAT that qualified him as a National Merit Finalist, Wolfe remains modest. “That one, I didn’t really care about. I mean, I got a couple questions wrong and I was annoyed, but it wasn’t something I worked hard toward. MITES Summer? That meant everything.” Wolfe also scored a 35 on the ACT and a 1520 on the SAT.
Throughout high school, Wolfe was active in various clubs and programs that allowed him to make an impact. He participated in Student Council, where he became well known for his humorous observations and efficient poster taping skills, which he credits to watching James Dela Rosa’s precision. He was a longtime member of the Purple Club, a political discussion group, and spent his junior year deeply involved in the school’s Robotics Club and Science Club. The Robotics team, which Wolfe was captain of this year, won the Judges Choice Award at State. The team’s name is The Trojan Horse. Wolfe also volunteered for RSVP, a student voice program aimed at identifying and addressing school-wide concerns through surveys and collaboration with administration.
He credits much of his early growth and support to educators in his life, including former PVHS teacher Mr. Butt, now at Rosemary Clarke Middle School. “He’s a really cool guy—supportive and just a genuinely good person.”

Although his family never pressured him academically, the expectation of pursuing higher education was a constant. “It wasn’t even presented as an option to not go to college,” Wolfe said. “I come from a family of educators. My mom’s a teacher, my dad was a grad student, and my grandfathers were also highly educated. So that expectation was kind of built in.”
Still, the motivation to become a researcher and dive deeply into the world of mathematics is something Wolfe claims as entirely his own. “It’s a self-pursued passion. I like money, sure, and I’ve thought about quantitative finance. But ultimately, I want to contribute something meaningful.”
Though Caltech is known for its intensity, Wolfe feels he’s found the right environment. “MIT has a great research program, but Caltech is different. Research isn’t just something you try out—it’s your life there. That’s what I want.”
Even with all his academic interests, Wolfe doesn’t pretend he’s figured everything out. “Sleep more. Drink more water. Don’t do what I did,” he joked, admitting to having only an hour and a half of sleep the night before this interview.
Wolfe Beckley is a student who doesn’t simply study math—he lives it, breathes it, and finds joy in its deepest complexities. As he prepares to take the next steps into one of the world’s most rigorous academic environments, he carries with him not just textbooks and theorems, but a strong sense of responsibility to give back—to his school, his peers, and his future. “If I ever make it, PVHS Robotics is getting some money,” he said, half-joking but entirely sincere.


2 Comments
Thank you for this insightful article. It’s especially appreciated that Amy was obviously quite prepared and listened to Wolfe to make this interview come to life. FYI to any of you that don’t realize this, but one of the grandfathers Wolfe spoke about, my father, was your school superintendent and chairman of the school board for awhile, Harold Tokerud. Wolfe makes us all proud of him through his ambitious endeavors. Thank you.
Good interview. I feel you got the essence of Wolfe very well.