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[2107.03374] Evaluating Large Language Models Trained on Code
[2502.06807] Competitive Programming with Large Reasoning Models
X
gabriel on X: "before getting a job, 100% of focus should be on getting the job. there is no such thing as "learning all the fundamentals". sometimes learning fundamentals are required to build a demo project or get through the interviews, but it's always secondary to getting a job" / X
Coding harness
Leopold Aschenbrenner — 2027 AGI, China/US super-intelligence race, & the return of history
oxbquant on X: "my life has improved so much since i have adopted biasing towards being "long convexity" whenever i make decisions" / X
Kanika Talwar | UX UI Design
Document Design Tips
oxbquant on X: "Negative Expected Value" / X
oxbquant on X: "Edge is in the intersection" / X
oxbquant on X: "Push and Pull" / X
oxbquant on X: "The mercy of moderation" / X
oxbquant on X: "Logic, intuition, emotion" / X
oxbquant on X: "Possibility, perspective, ambition" / X
oxbquant on X: "Don't let utility consume you" / X
oxbquant on X: "Inner Peace" / X
oxbquant on X: "Extreme Diligence" / X
oxbquant on X: "during life, we come across multiple situations where there is no right answer. you have to make a trade off. one way or the other. what i’ve learned over the years is that the only difference between living life and trading on your own is speed. the speed of decision making. https://t.co/Jx4QrVixrY" / X
oxbquant on X: "fire, purpose you can have all the checkboxes done but realize that every conventional milestone has at its end comfort and pleasure after enough reflective and painful experiences, you realize those things are fleeting, trivial, and just mental “nice-to-haves” the most" / X
oxbquant on X: "Every time you make a choice, explicitly consider the alternative. You will often find the choice is already made for you" / X
oxbquant on X: "“I just came back to the industry after gardening, I don’t know if I still have it. Going to just try my best and go one task at a time - adjacent asset class so lots to learn” Alternative -> “Okay, I want to establish credibility and get into risk-taking seat asap. Let me start" / X
Blog | Work at a Frontier Lab
Archive - Hyperdimensional
Stanford CS336 | Language Modeling from Scratch (2025)
Job Hunt as a PhD in AI / ML / RL: How it Actually Happens
Bookshelf
Archive - Interconnects AI
stanford-cs336/assignment1-basics: Student version of Assignment 1 for Stanford CS336 - Language Modeling From Scratch ·
[draft] Note 10: Self-Attention & Transformers selectfont10plus2minus5plus36plus3minus34plus2minus8plus2minus44plus2minus4plus2minus8plus2minus44plus2minusCS 224n: Natural Language Processing with Deep Learning
ByteByteGo | Technical Interview Prep
Stratified Train-Test Split | Problems | Work at a Frontier Lab
How I'd Start My Engineering Career All Over Again | Yuan Meng
(Opinionated) Guide to ML Engineer Job Hunting | Yuan Meng
How to Get Started in AI Consulting: - Jason Liu
Blog
Preparing for ML Infra System Design Interviews | Yuan Meng
Annual Letters | Permanent Equity
static1.squarespace.com/static/63afabe91502f560414e426d/t/69f381eba481eb08c99d94bf/1777566187984/Permanent+Equity+Annual+Letters.pdf
Profit-Seeking, Self-Interest, And Virtue | Finance and Philosophy
Want to Prepare Students for Navigating an AI-Driven World? Start in Math Class
Taking Math Education to the Next Level, with Po-Shen Loh
Source detection on networks using spatial temporal graph convolutional networks | IEEE Conference Publication | IEEE Xplore
[2006.11913] Finding Patient Zero: Learning Contagion Source with Graph Neural Networks
Entrepreneurship: Productive, unproductive, and destructive - ScienceDirect
Meta Compute: Everyone Wants To Be A Neocloud
Why Hardware-Software Co-Design Is AI's Real 100x: Dylan Patel of SemiAnalysis - YouTube
pradyuprasad.com
50+ Scaleups: 15 GTM Lessons Learned
[2602.20415] Markets are competitive if and only if P != NP