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The original vi is a product of its time (and its time has passed)

https://utcc.utoronto.ca/~cks/space/blog/unix/ViIsAProductOfItsTime
1•ingve•5m ago•0 comments

Circumstantial Complexity, LLMs and Large Scale Architecture

https://www.datagubbe.se/aiarch/
1•ingve•12m ago•0 comments

Tech Bro Saga: big tech critique essay series

1•dikobraz•15m ago•0 comments

Show HN: A calculus course with an AI tutor watching the lectures with you

https://calculus.academa.ai/
1•apoogdk•19m ago•0 comments

Show HN: 83K lines of C++ – cryptocurrency written from scratch, not a fork

https://github.com/Kristian5013/flow-protocol
1•kristianXXI•24m ago•0 comments

Show HN: SAA – A minimal shell-as-chat agent using only Bash

https://github.com/moravy-mochi/saa
1•mrvmochi•24m ago•0 comments

Mario Tchou

https://en.wikipedia.org/wiki/Mario_Tchou
1•simonebrunozzi•25m ago•0 comments

Does Anyone Even Know What's Happening in Zim?

https://mayberay.bearblog.dev/does-anyone-even-know-whats-happening-in-zim-right-now/
1•mugamuga•26m ago•0 comments

The last Morse code maritime radio station in North America [video]

https://www.youtube.com/watch?v=GzN-D0yIkGQ
1•austinallegro•28m ago•0 comments

Show HN: Hacker Newspaper – Yet another HN front end optimized for mobile

https://hackernews.paperd.ink/
1•robertlangdon•29m ago•0 comments

OpenClaw Is Changing My Life

https://reorx.com/blog/openclaw-is-changing-my-life/
2•novoreorx•37m ago•0 comments

Everything you need to know about lasers in one photo

https://commons.wikimedia.org/wiki/File:Commercial_laser_lines.svg
2•mahirsaid•39m ago•0 comments

SCOTUS to decide if 1988 video tape privacy law applies to internet uses

https://www.jurist.org/news/2026/01/us-supreme-court-to-decide-if-1988-video-tape-privacy-law-app...
1•voxadam•40m ago•0 comments

Epstein files reveal deeper ties to scientists than previously known

https://www.nature.com/articles/d41586-026-00388-0
3•XzetaU8•48m ago•1 comments

Red teamers arrested conducting a penetration test

https://www.infosecinstitute.com/podcast/red-teamers-arrested-conducting-a-penetration-test/
1•begueradj•55m ago•0 comments

Show HN: Open-source AI powered Kubernetes IDE

https://github.com/agentkube/agentkube
2•saiyampathak•58m ago•0 comments

Show HN: Lucid – Use LLM hallucination to generate verified software specs

https://github.com/gtsbahamas/hallucination-reversing-system
2•tywells•1h ago•0 comments

AI Doesn't Write Every Framework Equally Well

https://x.com/SevenviewSteve/article/2019601506429730976
1•Osiris30•1h ago•0 comments

Aisbf – an intelligent routing proxy for OpenAI compatible clients

https://pypi.org/project/aisbf/
1•nextime•1h ago•1 comments

Let's handle 1M requests per second

https://www.youtube.com/watch?v=W4EwfEU8CGA
1•4pkjai•1h ago•0 comments

OpenClaw Partners with VirusTotal for Skill Security

https://openclaw.ai/blog/virustotal-partnership
1•zhizhenchi•1h ago•0 comments

Goal: Ship 1M Lines of Code Daily

2•feastingonslop•1h ago•0 comments

Show HN: Codex-mem, 90% fewer tokens for Codex

https://github.com/StartripAI/codex-mem
1•alfredray•1h ago•0 comments

FastLangML: FastLangML:Context‑aware lang detector for short conversational text

https://github.com/pnrajan/fastlangml
1•sachuin23•1h ago•1 comments

LineageOS 23.2

https://lineageos.org/Changelog-31/
2•pentagrama•1h ago•0 comments

Crypto Deposit Frauds

2•wwdesouza•1h ago•0 comments

Substack makes money from hosting Nazi newsletters

https://www.theguardian.com/media/2026/feb/07/revealed-how-substack-makes-money-from-hosting-nazi...
5•lostlogin•1h ago•0 comments

Framing an LLM as a safety researcher changes its language, not its judgement

https://lab.fukami.eu/LLMAAJ
1•dogacel•1h ago•0 comments

Are there anyone interested about a creator economy startup

1•Nejana•1h ago•0 comments

Show HN: Skill Lab – CLI tool for testing and quality scoring agent skills

https://github.com/8ddieHu0314/Skill-Lab
1•qu4rk5314•1h ago•0 comments
Open in hackernews

Alice's Adventures in a Differentiable Wonderland

https://arxiv.org/abs/2404.17625
157•henning•7mo ago

Comments

fossa1•7mo ago
Glad to see JAX featured alongside PyTorch. JAX still feels like the best-kept secret in deep learning
ProofHouse•7mo ago
Damn beeeeefffffyyyyy. Need the month to eat ten pages a day, Tnx looks awesome. Could append diffusion too ultimately
superjose•7mo ago
Wow, kudos to the Author. Very easy to digest, beautifully crafted, and took the time to explain the concepts when most places take them for granted.
canyp•7mo ago
Well, kudos to your one-line comment too because now I am encouraged to actually read this.
magnio•7mo ago
This looks like a good practical companion for a more theoretical text, such as Deep Learning by Bishop.
kittikitti•7mo ago
Although I love this, it's not peer reviewed and I don't trust arxiv.
SiempreViernes•7mo ago
Actually, it is peer reviewed following the standard practice for books: some other people read it and provided feedback as evidenced by the Acknowledgments section.
esafak•7mo ago
People are submitting corrections: https://www.sscardapane.it/assets/alice/errata_list.pdf
odyssey7•7mo ago
It’s more a book than academic research.

The funny thing about books is that authors in free societies are allowed to self-publish whatever they want. The norms are different and, frankly, more democratic and with less gatekeeping.

ethan_smith•7mo ago
arXiv is a preprint server trusted by the scientific community for decades - papers there often undergo peer review later, and many top ML researchers publish their work there first for faster dissemination.
_giorgio_•7mo ago
Website of the author with more material and lab sessions

https://www.sscardapane.it/alice-book/

https://sscardapane.notion.site/Guided-lab-sessions-18c25bd1...

odyssey7•7mo ago
It would be nice if arXiv included a small-layout pdf or native epub option for e-readers. Now that they serve the Tex files and are experimenting with HTML, it feels like a natural step.
solarwindy•7mo ago
I think the version hosted on the book's website would work fine on smaller screens (and also seems to have been updated more recently):

https://www.sscardapane.it/assets/alice/Alice_book_volume_1....

0cf8612b2e1e•7mo ago

  The corresponding row vector is denoted by x^T when we need to distinguish them. We can also ignore the transpose for readability, if the shape is clear from context.
I am tilting at windmills, but I am continually annoyed at the sloppiness of mathematicians in writing. Fine, you don’t like verbosity, but for didactic purposes, please do not assume the reader is equipped to know that variable x actually implies variable y.

All that being said, the writing style from the first chapter is very encouraging at how approachable this will be.

JadeNB•7mo ago
> I am tilting at windmills, but I am continually annoyed at the sloppiness of mathematicians in writing. Fine, you don’t like verbosity, but for didactic purposes, please do not assume the reader is equipped to know that variable x actually implies variable y.

I am a practicing mathematician who felt the same way you did when I started, and who still writes their papers in a way that many of my colleagues feel is gallingly pedantic. With that as my credentials, I hope I may say that it can be much worse as a reader to read something where every detail is spelled out, because a bit of syntactic sugar begins to seem as important as the heart of an argument. Where the dividing line is between precision and obfuscation depends on the reader, and so inevitably will leave some readers on the wrong side, but a trade-off does have to be made somewhere.

prisenco•7mo ago
Could there be a compromise where the verbosity is kept but the key points are highlighted, grouped or presented in a different color.

I would certainly appreciate if math papers were more explicit and "hand-holding" but understand why trained mathematicians would find that tedious.

JadeNB•7mo ago
> Could there be a compromise where the verbosity is kept but the key points are highlighted, grouped or presented in a different color.

There's no reason except inertia why there couldn't be. Lamport actually proposed a system for this: https://lamport.azurewebsites.net/pubs/lamport-how-to-write.....

zmgsabst•7mo ago
I wish the formality would be included in an appendix — as someone who has had to implement a lot of things (and more than once, found errors).

But I agree with your general point: understanding the recipe and general thrust of the approach is often more important, because even if the exact proof misses some technical detail, that can often be patched.

JadeNB•7mo ago
> I wish the formality would be included in an appendix — as someone who has had to implement a lot of things (and more than once, found errors).

Indeed. Lamport says that this was part of what inspired his interest in formal proofs: https://mathoverflow.net/questions/35727/community-experienc....

runeblaze•7mo ago
It is weird to be honest. I first learned Coq and then started taking upper level maths classes. My group theory proofs were panned by my TAs as overly verbose, very precise, and I was specializing on H_1 and H_2s everywhere and having IHns flying around like crazy because I could not fathom how one proves things without formally connecting things up.

Then my profs told me I was not “wrong”, but proofs or expositions are to most mathematicians not programs (ha! How did I not know. You teach me natural deduction and expect me not to program?), more like convincing arguments/prose. At some point one abstracts.

esperent•7mo ago
Humans, even talented mathematicians, have limited context. A big part of any mathematics text is abstraction for the sake of understanding. It can be confusing at first, but once you learn how to read mathematics with these abstractions in place, reading everything spelled out with great verbocity and pedantic accuracy is frustrating and tiring. You're forcing your eyes to parse and interpret a whole bunch of symbols that your brain doesn't need.

Of course, some mathematicians take it too far and use these abstractions to obfuscate and prove how smart they are. Like everything, it's a balance.

I personally wasn't a fan of this particular shorthand when I read this book but I got used to it quickly.

bwfan123•7mo ago
this 3 page classic [1] captures most of the core ideas and explains it in a manner anyone with basic calculus background can understand - "Learning representations by back-propagating errors"

[1] https://gwern.net/doc/ai/nn/1986-rumelhart-2.pdf

pstuart•7mo ago
I took calculus over 30 years ago and have never really used it -- I'll put your conjecture to test (sample size: 1). Will let you know if your conjecture is true ;-).
dunefox•7mo ago
And I just bought the physical book...
canyp•7mo ago
I do that all the time to support authors, plus the physicality of a tangible book is irreplaceable. In fact, I did that just today with a different book.
canyp•7mo ago
Beautifully formatted and has the right combination of code and theory for noobs like me. Strong vibes for Simone right now, hero of the people.