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Towards a Science of Scaling Agent Systems

https://arxiv.org/abs/2512.08296
1•handfuloflight•3m ago•0 comments

Show HN: Cursor For Data – Make LLMs and Agents have row-level intelligence

https://github.com/vitalops/datatune
1•abhijithneil•5m ago•0 comments

IAMF Binaural Web Demo

https://aomediacodec.github.io/iamf-tools/web_demo/
1•goodburb•11m ago•0 comments

AI is great for scientists, but perhaps not for science

https://www.programmablemutter.com/p/ai-is-great-for-scientists-perhaps
1•anigbrowl•15m ago•0 comments

Multi-Agent Coding Pipeline: Claude Code and Codex[Open Source]

https://github.com/Z-M-Huang/claude-codex
1•zh_code•18m ago•0 comments

Show HN: Your AI can't lie about what it did anymore – live demo

https://neurop-forge.onrender.com/demo/microsoft
1•LBWasserman•19m ago•2 comments

Show HN: BunKill – npkill alternative built with Bun.js

https://github.com/codingstark-dev/bunkill
1•codingstark•20m ago•1 comments

More Americans are living alone than ever before

https://sherwood.news/personal-finance/more-americans-are-living-alone-than-ever-before/
3•avonmach•22m ago•0 comments

BGP Network Browser

1•hivedc•24m ago•0 comments

Why college students can't do basic math [video]

https://www.youtube.com/watch?v=lFXFZs5Ha40
1•drivebyhooting•24m ago•1 comments

A Datomic entity browser for prod [video]

https://www.youtube.com/watch?v=dmucZkE5gd0
2•codemonkey-zeta•29m ago•0 comments

Ask HN: AI Music Covers in 2026?

2•sexy_seedbox•29m ago•3 comments

Build Cursor Tab in less than 300 lines of Lua

https://jda.bearblog.dev/build-cursor-tab-in-less-than-300-lines-of-lua/
1•jalford14•36m ago•0 comments

The Changing Face of Koreans

https://www.geekinheels.com/the-changing-face-of-koreans/
1•enceladus06•37m ago•0 comments

Show HN: Cron for Claude Code – quickly schedule repeating CC jobs

https://github.com/nsmith/claun
1•nsmith22•39m ago•0 comments

Student arrested for eating AI art in UAF gallery protest

https://www.uafsunstar.com/news/student-eats-ai-art-in-uaf-gallery-protest-arrested
3•tjwds•45m ago•0 comments

Uncensored General Intelligence (UGI) Leaderboard

https://huggingface.co/spaces/DontPlanToEnd/UGI-Leaderboard
6•spiritual•46m ago•0 comments

Ask HN: How do you realistically prepare for retirement while working in tech?

3•danver0•49m ago•5 comments

Nvidia allegedly slashes GPU supply 20% – no new GeForce gaming GPU until 2027

https://www.tomshardware.com/pc-components/gpus/gamers-face-another-crushing-blow-as-nvidia-alleg...
3•voxadam•50m ago•1 comments

Show HN: Lwt-to-Eio – Automated Migration from Lwt to OCaml 5 Direct Style

https://github.com/oug-t/lwt-to-eio
1•oug-t•52m ago•1 comments

Will the 'Scandinavian sleep method' help me sleep?

https://theconversation.com/will-the-scandinavian-sleep-method-really-help-me-sleep-270359
1•PaulHoule•1h ago•3 comments

Everything Becomes an Agent

https://allen.hutchison.org/2026/01/15/everything-becomes-an-agent/
1•gregorymichael•1h ago•0 comments

Show HN: Gambit, an open-source agent harness for building reliable AI agents

https://github.com/bolt-foundry/gambit
9•randall•1h ago•1 comments

My Gripes with Prolog

https://buttondown.com/hillelwayne/archive/my-gripes-with-prolog/
17•azhenley•1h ago•4 comments

WinBoat: Drive by Client RCE and Sandbox Escape

https://hack.do/posts/winboat-guest-service-host-rce/
2•mattaustin•1h ago•0 comments

Amazon Is Buying America's First New Copper Output in More Than a Decade

https://www.wsj.com/finance/commodities-futures/amazon-is-buying-americas-first-new-copper-output...
5•petethomas•1h ago•0 comments

I Mapped Over 300,000 Brands

https://ranchbrandsearch.com/brand/map
1•carshodev•1h ago•1 comments

YBOOK: First Million in Crypto

https://cryptobookz.com/i/your-first-million-in-crypto
1•zenull•1h ago•1 comments

Lex-Gql: GraphQL for AT Protocol

https://tangled.org/chadtmiller.com/lex-gql
1•danabramov•1h ago•0 comments

Bluetooth – Origin of the Name

https://www.bluetooth.com/about-us/bluetooth-origin/
2•rvnx•1h 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•8mo ago

Comments

staplung•8mo 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•8mo 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•8mo ago
A good resource is Gerard Sleijpen's course: https://webspace.science.uu.nl/~sleij101/Opgaven/NumLinAlg/
me3meme•8mo 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•8mo 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•8mo 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•8mo 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•8mo 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.