Hawk
@nullcoder_xd
21| Here to explore; no business deals. Shit(re)poster Reply guy Terminally online
Web3 still often runs on vibes and luck when it comes to security. Someone finally wrote an actual Web3 OpSec Standard for crypto orgs - wallets, devices, multisigs, everything. 75 requirements, 279 checks. Bookmark this before your next incident. 🙏 w3osc.github.io/web3-opsec-sta…
Advice to students, young engineers and inquisitive amateurs. Every major project I do, until and including today, follows this pattern, and never does the fear leave. ============ 1) Can you do "thing x" ? 2) No. 3) Go to ntrs.nasa.gov , download all papers pertaining…
Best OCR ever, huh?
No, its not the best OCR ever here is the result from olmoOCR2 on the same and it does have a frightening degree of accuracy
I'm posting a speedrun of all the math you need for ML and optimization this week Follow along to learn/review in 7 days
Beautiful technical debugging detective longread that starts with a suspicious loss curve and ends all the way in the Objective-C++ depths of PyTorch MPS backend of addcmul_ that silently fails on non-contiguous output tensors. I wonder how long before an LLM can do all of this.
New blog post: The bug that taught me more about PyTorch than years of using it started with a simple training loss plateau... ended up digging through optimizer states, memory layouts, kernel dispatch, and finally understanding how PyTorch works!
Before Stripe Press we had MIT Lincoln Lab
Agency > Intelligence I had this intuitively wrong for decades, I think due to a pervasive cultural veneration of intelligence, various entertainment/media, obsession with IQ etc. Agency is significantly more powerful and significantly more scarce. Are you hiring for agency? Are…
idk why twitter decided 80,000+ people needed to see a random tweet about some uwaterloo cs notes but if y’all want them, here you go: amolven.com/static/Notes/C…
you guys should actually just go run the code. It's literally just a pip install. Install it and train a model on your computer in 60 seconds. Then literally just go read the code. It's actually simple Lots of AI salesmen selling complicated bullshit. This is simple and good
I got my paper for this weekend folks we are going to figure out how this fish library is able to crank up RL to 1M steps per seconds without spending the equivalent in compute of a small slavic country gdp
Been watching a few math degree YouTube videos — a common theme is that Abstract Aglebra feels very unmotivated the first time you encounter it. What exactly does this field of study “solve”? Not solve in an engineering sense (math students don’t ask questions like that) but…
5 Lectures and keynotes defining AI right now ▪️ @karpathy: Software Is Changing (Again) ▪️ @RichardSSutton: The OaK Architecture: A Vision of SuperIntelligence from Experience ▪️ GTC March 2025 Keynote with NVIDIA CEO Jensen Huang ▪️ @ylecun "Mathematical Obstacles on the Way…
Caching by @BenjDicken As the author says, "... this article barely scratches the surface of caching ...", caching is a fascinating and exciting concept. Read this interactive article, and also the case studies at the end of the article. planetscale.com/blog/caching
Since the post resonated, check the dedicated chapters on CPU Caches from the book, Algorithmica by Sergey Slotin. en.algorithmica.org/hpc/cpu-cache/…
It's weekend - So I'm upskilling and working on side projects. The Best Smart Contract developers are security conscious. Learning how to Write crazy S.C Audits. Thank you @PatrickAlphaC @theredguild 🫡🫡
These are really good. Y'all can also check out the playlist on youtube 👇
Statistics learning resources🚀 An Introduction to Statistical Learning These books are one of the best free stats implementation books available online. Books link - statlearning.com Youtube playlist (python) - youtube.com/playlist?list=… Youtube playlist (R) -…
To this day, just by pure hard work and persistence, you can make it in web3 & crypto, especially in web3 security. If you are reading this, this is your chance to focus, get back on track, and do the work you know you MUST do🫡
study graph theory the entire universe runs on connections. neurons, roads, networks, friendships, computers, logistics, even ideas; all are graphs. graph theory is the math of relationships. it teaches you how things interact, not just what they are. you’ll start seeing…
People don’t make any effort. At all. I’m shocked. People ask me in replies for a link while I literally posted it in my first comment. People ask me for a full course while I provided a list of topics. Bro, you can just google all topics or ChatGPT it to death. I don’t even…
I just discovered the entire playlist of C++ lectures from the same teacher at ITMO University! 30 videos ~45 hours of content My new fav playlist on YouTube now. Topics: 1. Passing by Value, RVO, NRVO 2. Rvalue-references, Move Semantics, Xvalue, Copy Elision, Lifetime…
I absolutely love it when I see people with a strong math background working/doing stuff in ML. Their blogs are always THE BEST If you're like this, please let me know. I'd love to follow you. I'll post a tweet compiling blogs like these some day (and yes I do read them)
This prof from Yale literally shows how to think smarter than everyone around you
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