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Teenager Finds Classical Alternative to Quantum Recommendation Algorithm

www.quantamagazine.org Essays & writing News reports Computer science Class of 2025-07 Hall of Fame
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Resurfaced independently across 3 calendar years, with breakout response in 3 of them.

submissions
5
submitters
5
observed span
2018–2025
peak thread · 216 comments
824 pts
latest 20+ return · 2025-07-24
121 pts

Submission timeline

2007–2026

One slot for every year since HN launched. Height is that year's peak points; orange marks a 100+ point or 50+ comment breakout. Select a bar to open its strongest thread.

First comments on top threads

HN comment order

> “Tang is killing [Kerenidis and Prakash’s] quantum speedup, but then in another sense Tang is giving a big improvement and building on what they did. Tang never would have come up with this classical algorithm but for their quantum algorithm,” Aaronson said. I think this deserves more emphasis: regardless of whether or not we need a quantum computer in the end, as a model quantum computing is apparently useful to do research with and advance the status quo of…

Her thesis is now available "Quantum Machine Learning without any Quantum" https://ewintang.com/assets/tang_thesis.pdf

sgt101·121-point thread·

This makes me wonder. It occurs once in a while that a student (although in this case a particular bright mind) solves a complicated problem where experienced researchers haven't. One well known example that comes to mind is the famous George Dantzig case (he mistook 2 open statistics problems for an assignment, and promptly solved them). Also in this case Tang apparently was hesitating to approach his his mentor Aaronson about this. And Aaronson also wanted additional scrutiny like presenting…

The first top-level comment from each of the four biggest threads, in HN’s own order. Excerpts are shortened; open a comment for full context.

Breakout years
3

100+ points or 50+ comments

Total points
1061

reference only — not used in Hall rules or ranking

Total comments
309

reference only — not used in Hall rules or ranking

Every submission