# AI is reshaping how math departments hire

> As AI generates proofs, universities must rethink hiring to spot real talent from AI-generated work.
- Title: AI is reshaping how math departments hire · Business Insider
- Summary: As AI generates proofs, universities must rethink hiring to spot real talent from AI-generated work.
- Keywords: frank calegari, university of chicago, mathematics hiring, ai-generated proofs, academic recruitment, steven strogatz, cornell, communication skills, Business Insider
- Source: Business Insider — https://businessinsider.com/ai-math-hiring-academia-papers-journals-phd-charisma-communication-2026-11
- Author: Truman Dickerson
- Published: 2026-11-07T16:17:17.654+00:00
- Read time: 1 min
- Topics: frank calegari, university of chicago, mathematics hiring, ai-generated proofs, academic recruitment, steven strogatz, cornell, communication skills, business, technology
## AI is lowering barriers to discovery
Artificial intelligence is making mathematical breakthroughs easier to achieve, forcing universities to rethink how they hire mathematicians and evaluate their work.
## Papers alone no longer prove talent
Frank Calegari, a math professor at the University of Chicago, warns that low-level researcher positions could be filled by students who only produced AI-generated proofs without real understanding.
## Calegari's vision for hiring
Calegari wrote that he looks for a narrative of where candidates want mathematics to go and the technical ability to explain why it may be possible.

> I am looking for a narrative of where you want mathematics to go, the technical ability to explain why this may be possible.
## Personal interaction beats paper files
A thirty-minute discussion would differentiate students who produce AI slop from promising candidates with clear vision and communication talent, Calegari said.

> The hiring process is going to have to be much more about personal interactions than a paper file.
## Charisma becomes a math skill
Cornell professor Steven Strogatz noted that mathematicians with charisma now have newfound value because they can explain AI-generated results and turn them into new questions.
## Key takeaway

University of Chicago mathematician Frank Calegari says AI-generated proofs mean academia must hire based on communication skills and vision, not papers alone.