jenny guanni qu
About
Mostly I read C that thousands of people have read before me, and find the part they missed. I came to security from math and physics, which is why my notes are about manifolds.
nowbuilding something new, in stealth. ask me again in a year.

previously
- research resident, pebblebedai that finds zero-days. the kernel-bugs research came out of this.
- rl for math, caltechdistributional rl, and rl with a dynamic action space (a rubik's cube)
- junior staff, hcssimsummer 2024
- ctfcrypto & pwn with squid proxy lovers
off-the-clock
- pianochopin ballade no. 1, mendelssohn andante and rondo capriccioso, beethoven op. 109, chopin fantaisie-impromptu
- skiingpalisades tahoe
- golfand guannigolf, a bilingual wechat channel about golf slang, ai safety, and qft
- languagesenglish, mandarin, french, russian
on-policy-learning
- 80/20 by default; stop at diminishing returns
- optimize for expected impact, not vibes
- meditation, yoga, gym, sleep, water: basic maintenance of hardware
- try not to overfit on any single datapoint, person, paper, job, or experience
- default reaction to chaos: contain, sleep, lift, then think
- choose actions that make my five-years-from-now self maximally happy
- start at the north star, plan backwards, then walk forwards
- slope of trajectory over current value of position
cool-to-think-about
- 00visualizing 3-manifolds
- 01what it would be like to live on the klein bottle
- 02the hat problem from elliot glazer
- 03gpu parallelization
- 04visualizing the p-adic field and p-adic ring
- 05how a golf ball compresses at impact
- 06visualizing the vector space of all continuous functions on [0, 1]
- 07visualizing the vector space of all real valued sequences
- 08how em waves (ASK, FSK, PSK, QAM) fill the "empty" space around us
- 09what it feels like to be a plant/boulder/pebble/squirrel
bookshelf
ls ~/bookshelf
philosophy & life
- Meditations, Marcus Aurelius
- The Myth of Sisyphus, Albert Camus
- The Rebel, Albert Camus
- Letters from a Stoic, Seneca
- Four Thousand Weeks, Oliver Burkeman
- You Must Change Your Life, Peter Sloterdijk
- The Last Lecture, Randy Pausch
systems & thinking
- Antifragile, Nassim Nicholas Taleb
- The Art of Doing Science and Engineering, Richard Hamming
- Deep Work, Cal Newport
- Thinking, Fast and Slow, Daniel Kahneman
- How to Solve It, George Pólya
- The Sense of Style, Steven Pinker
math & physics
- A Course in Arithmetic, Jean-Pierre Serre
- Local Fields, Jean-Pierre Serre
- Gauge Fields, Knots and Gravity, Baez & Muniain
- Topology from the Differentiable Viewpoint, Milnor
- Quantum Field Theory and the Standard Model, Schwartz
- Rational Points on Elliptic Curves, Silverman & Tate
- Quantum Supremacy, Michio Kaku
ai & ml
- Reinforcement Learning: An Introduction, Sutton & Barto
- Human Compatible, Stuart Russell
- Algorithms for Reinforcement Learning, Szepesvári
- Bandit Algorithms, Lattimore & Szepesvári
- The Alignment Problem, Brian Christian
security
- Serious Cryptography, Jean-Philippe Aumasson
- The Web Application Hacker's Handbook, Stuttard & Pinto
startups & business
- High Output Management, Andy Grove
- The Mom Test, Rob Fitzpatrick
- Zero to One, Peter Thiel
- The Four Steps to the Epiphany, Steve Blank
- How Big Things Get Done, Flyvbjerg & Gardner
- Die with Zero, Bill Perkins
biography
- Steve Jobs, Walter Isaacson
- Elon Musk, Ashlee Vance
- Genius: The Life and Science of Richard Feynman, James Gleick
- Titan: The Life of John D. Rockefeller, Ron Chernow
sci-fi
- The Hitchhiker's Guide to the Galaxy, Douglas Adams
- I, Robot and The Last Question, Isaac Asimov
- Gödel, Escher, Bach, Douglas Hofstadter
- Anathem, Neal Stephenson
- The Three-Body Problem, Cixin Liu
- Permutation City, Greg Egan
- The Player of Games, Iain M. Banks
- Blindsight, Peter Watts
- The Expanse, James S.A. Corey
misc
- The Technological Republic, Alexander Karp
- Softwar, Jason Lowery
- email[email protected]
- x@GuanniQu
- githubquguanni