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Democratic governance of frontier AI, part II: Empowering cyber defenders

https://openai.com/index/empowering-cyber-defenders/
1•louiereederson•1m ago•0 comments

High-Priced Chips in Warehouses: Nvidia's Big Con?

https://cepr.net/publications/high-priced-chips-in-warehouses-nvidias-big-con/
1•DeepLogin•1m ago•0 comments

Hospitals Solved Agent Handoffs

https://jw.hn/agent-handoffs
1•jwpapi•3m ago•0 comments

Stay Human

https://stay-human.sofialiguori.com/
1•saikatsg•4m ago•0 comments

You Can't Solve AI Risk Without Solving the AI Evidence Problem

https://www.techpolicy.press/you-cant-solve-ai-risk-without-solving-the-ai-evidence-problem/
1•paimapi•5m ago•0 comments

Google staff resign in backlash over its AI contracts with military

https://www.bbc.com/news/articles/cmreyvepnv0po
8•saikatsg•6m ago•0 comments

Claude Duet

https://claude.com/product/claude-duet
6•kuberwastaken•6m ago•1 comments

Google's Rust Style Guide

https://google.github.io/styleguide/rustguide.html
2•kaycebasques•8m ago•0 comments

Expose only share links of a private service with caddy

https://dataswamp.org/~solene/2026-10-21-caddy-forward-auth-public-share-links.html
1•speckx•10m ago•0 comments

The explosive claim that's upended the AI world

https://www.technologyreview.com/2026/10/19/1147149/we-were-looking-at-it-wrong-the-explosive-cla...
2•digital55•11m ago•0 comments

Show HN: AI Agent Security Audit Console – offline audit in 15 min

https://theaioperatorstore.gumroad.com/l/uszyx
1•theaioperator•14m ago•0 comments

NLnet Publishes More Stringent Generative AI Policy

https://nlnet.nl/news/2026/20261020-AI-policy.html
1•enriquelop•14m ago•1 comments

Texas Continued Data Center Permitting After the Governor's Pause

https://fractracker.org/2026/10/texas-data-center-permits-after-governor-halt/
1•DeepLogin•17m ago•0 comments

Show HN: Whospair – a serverless Android messenger over Tor, with voice calls

https://github.com/Whospr/Whospair
1•whospair•17m ago•0 comments

Humans first wore clothing 170k years ago (2011)

https://www.nbcnews.com/id/wbna40965564
2•Tomte•18m ago•0 comments

AI Hasn't Spurred Widespread Layoffs Yet. Why Not?

https://www.library.hbs.edu/working-knowledge/ai-hasnt-spurred-widespread-layoffs-yet-why-not
1•password54321•18m ago•0 comments

Tech billionaires are disrupting biomedical science

https://www.nature.com/articles/d41586-026-03311-9
1•digital55•18m ago•0 comments

Show HN: I built a PHP2Shell tracker with hourly global updates

https://php2shell.uk/
1•hikerell•18m ago•0 comments

GitLab CVSS 10.0 Integer Overflow issue

https://docs.gitlab.com/releases/patches/patch-release-gitlab-19-5-1-released/
3•artooro•19m ago•0 comments

90% of My Skills Are Now Worth $0 – By Kent Beck (2023)

https://newsletter.kentbeck.com/p/90-of-my-skills-are-now-worth-0
1•fagnerbrack•19m ago•0 comments

DMS 2.0: DankMaterialShell is now Dux Shell

https://duxlabs.dev/blog/v2-0-release
3•phren0logy•20m ago•0 comments

Potential third critical PHP CVE

https://elk.zone/m.webtoo.ls/@elise@katze.sh/117479383721672027
2•mpaepper•22m ago•0 comments

Does a Form 144 filing mean the stock will drop? Evidence from 75,654 notices

https://equibles.com/research/does-a-form-144-filing-mean-the-stock-will-drop-evidence-from-75-65...
1•daniel3303•23m ago•0 comments

PHP Vulnerability – Helper Tool

https://speedbits.io/products/infinity-tools/
1•mrw381•23m ago•1 comments

Flint 40B: Frontier Local LLM (Fast 125 Tps on MacBook)

https://twitter.com/RichardSocher/status/2112944385415426249
2•debdut•23m ago•0 comments

Running ClickHouse on Nvidia Vera CPU

https://clickhouse.com/blog/clickhouse-performance-on-nvidia-vera
1•zX41ZdbW•25m ago•0 comments

xkcd: Vulnerability

https://xkcd.com/3314/
6•tnosirrah•25m ago•0 comments

Show HN: I built ESP32-S3 LED tubes for live coding

https://github.com/genbs/reactive-leds
3•genbs•25m ago•0 comments

Ask HN: How long before we use AI to hack John Deere or our Cars?

1•BizarroLand•26m ago•1 comments

Show HN: Word Press Function Trivia

https://wordpress.greg.technology/
1•gregsadetsky•26m ago•0 comments
Open in hackernews

Numerical Linear Algebra Class in Julia TUM

https://venkovic.github.io/NLA-for-CS-and-IE.html
145•darboux•1y ago

Comments

staplung•1y ago
Not exactly the same material but U. Michigan has their Robotics 101 course up as well: Computational Linear Algebra, also in Julia.

https://github.com/michiganrobotics/rob101/tree/main

ted_dunning•1y ago
This is a nicely comprehensive course, but it looks like it is pretty fast paced, especially in the last few lectures (some of those later slides definitely aren't finished).

As a reference, it looks very useful.

stabbles•1y ago
A good resource is Gerard Sleijpen's course: https://webspace.science.uu.nl/~sleij101/Opgaven/NumLinAlg/
me3meme•1y ago
I just selected lecture 07 to take a look: Lecture 07 is about QR factorizacion and Householder reflections. The author proves how to construct a reflection to make zeros in the first column and then he just claims that following this procedure for the other columns finish the proof. But he should prove or justify why the other reflections do not destroy the zeros of previous reflections. Also he proves that a vector v is the vector to construct the reflection (but there is a factor of 2 that was not correctly simplified, maybe a latex error), but I think that it should be more general and easier to prove that for any w the vector from w to its image f(w) is the orthogonal vector to the plane of the reflection.

I thank the author for the slides, but this little proof need some more care, I don't know about the quality of other sections or the overall quality of the slides. Anyway I like how he tries to make things easy but good work is hard.

Edited: I was wondering whether a LLM reading Lecture 7 would detect what was missing in the proof. I tried with deepseek but its first feedback on the Lecture 7 was positive, then when prompted about the incomplete proof it recognized it as a common error and explained how to complete the proof. Also I have to prompt it about the bad factor 2 for it to detect it. So it seems that deepseek is not a useful tool to judge quality of math content without very expert guidance, deepseek suggested to ask the LLM to compare this proof with another proof to detect important or vital differences.

Certhas•1y ago
That's an absolutely obvious step though? As in, detailed lecture notes should maybe elaborate with a sentence, but in a lecture I would not put this on the slides but mention the core point and expect students at this level (who should have seen some amount of more theoretical LinAlg courses by then) to understand how to do the 1 line calculation.

There aren't even any real details to fill in, you iterate on the lower right block so anything you do is orthogonal to the upper left block. Do a 2x2 block matrix multiplication to convince yourself that this preserves the form achieved so far.

me3meme•1y ago
-- Do a 2x2 block matrix multiplication to convince yourself that this preserves the form achieved so far.

I don't consider this a proof. Perhaps you have in mind two simple but key properties of reflections about the hyperplane orthogonal to a vector v: (a) The hyperplane of a reflection is the fixed point of the reflection (b) the hyperplane is the orthogonal vector space to the vector space spanned by v. From this two properties it follows that each step of making zeroes does not change previous zeroes.

Your claim that for advanced students there is no need to comment about details it is not falsifiable. Citing Mac Lane: A monad is just a monoid in the category of endofunctors.

But from a practical point of view one can see the very basic level and simplicity of the definitions and calculations prior to the proof. So at this level of detail I consider that noticing that one must be careful to not destroy previous zeros is matching the level of discourse at the proper level.

Certhas•1y ago
10 LB = LB' 0Q 0A 0A'

The proof says iterate on A, so that obviously creates a lower dimensional rotation Q that will act on the full space as above.

Absolutely mention this in lecture notes/during the lecture.

slwvx•1y ago
I guess the title would better be "Numerical Linear Algebra Class in Julia at TUM". I.e. the "TUM" in the title does not mean that there's some new "TUM" version of Julia, rather that the class is at the Technical University of Munich.