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EVs Are a Failed Experiment

https://spectator.org/evs-are-a-failed-experiment/
1•ArtemZ•6m ago•1 comments

MemAlign: Building Better LLM Judges from Human Feedback with Scalable Memory

https://www.databricks.com/blog/memalign-building-better-llm-judges-human-feedback-scalable-memory
1•superchink•7m ago•0 comments

CCC (Claude's C Compiler) on Compiler Explorer

https://godbolt.org/z/asjc13sa6
1•LiamPowell•9m ago•0 comments

Homeland Security Spying on Reddit Users

https://www.kenklippenstein.com/p/homeland-security-spies-on-reddit
2•duxup•11m ago•0 comments

Actors with Tokio (2021)

https://ryhl.io/blog/actors-with-tokio/
1•vinhnx•13m ago•0 comments

Can graph neural networks for biology realistically run on edge devices?

https://doi.org/10.21203/rs.3.rs-8645211/v1
1•swapinvidya•25m ago•1 comments

Deeper into the shareing of one air conditioner for 2 rooms

1•ozzysnaps•27m ago•0 comments

Weatherman introduces fruit-based authentication system to combat deep fakes

https://www.youtube.com/watch?v=5HVbZwJ9gPE
2•savrajsingh•28m ago•0 comments

Why Embedded Models Must Hallucinate: A Boundary Theory (RCC)

http://www.effacermonexistence.com/rcc-hn-1-1
1•formerOpenAI•29m ago•2 comments

A Curated List of ML System Design Case Studies

https://github.com/Engineer1999/A-Curated-List-of-ML-System-Design-Case-Studies
3•tejonutella•33m ago•0 comments

Pony Alpha: New free 200K context model for coding, reasoning and roleplay

https://ponyalpha.pro
1•qzcanoe•38m ago•1 comments

Show HN: Tunbot – Discord bot for temporary Cloudflare tunnels behind CGNAT

https://github.com/Goofygiraffe06/tunbot
1•g1raffe•40m ago•0 comments

Open Problems in Mechanistic Interpretability

https://arxiv.org/abs/2501.16496
2•vinhnx•46m ago•0 comments

Bye Bye Humanity: The Potential AMOC Collapse

https://thatjoescott.com/2026/02/03/bye-bye-humanity-the-potential-amoc-collapse/
2•rolph•50m ago•0 comments

Dexter: Claude-Code-Style Agent for Financial Statements and Valuation

https://github.com/virattt/dexter
1•Lwrless•52m ago•0 comments

Digital Iris [video]

https://www.youtube.com/watch?v=Kg_2MAgS_pE
1•vermilingua•57m ago•0 comments

Essential CDN: The CDN that lets you do more than JavaScript

https://essentialcdn.fluidity.workers.dev/
1•telui•58m ago•1 comments

They Hijacked Our Tech [video]

https://www.youtube.com/watch?v=-nJM5HvnT5k
1•cedel2k1•1h ago•0 comments

Vouch

https://twitter.com/mitchellh/status/2020252149117313349
34•chwtutha•1h ago•5 comments

HRL Labs in Malibu laying off 1/3 of their workforce

https://www.dailynews.com/2026/02/06/hrl-labs-cuts-376-jobs-in-malibu-after-losing-government-work/
4•osnium123•1h ago•1 comments

Show HN: High-performance bidirectional list for React, React Native, and Vue

https://suhaotian.github.io/broad-infinite-list/
2•jeremy_su•1h ago•0 comments

Show HN: I built a Mac screen recorder Recap.Studio

https://recap.studio/
1•fx31xo•1h ago•1 comments

Ask HN: Codex 5.3 broke toolcalls? Opus 4.6 ignores instructions?

1•kachapopopow•1h ago•0 comments

Vectors and HNSW for Dummies

https://anvitra.ai/blog/vectors-and-hnsw/
1•melvinodsa•1h ago•0 comments

Sanskrit AI beats CleanRL SOTA by 125%

https://huggingface.co/ParamTatva/sanskrit-ppo-hopper-v5/blob/main/docs/blog.md
1•prabhatkr•1h ago•1 comments

'Washington Post' CEO resigns after going AWOL during job cuts

https://www.npr.org/2026/02/07/nx-s1-5705413/washington-post-ceo-resigns-will-lewis
4•thread_id•1h ago•1 comments

Claude Opus 4.6 Fast Mode: 2.5× faster, ~6× more expensive

https://twitter.com/claudeai/status/2020207322124132504
1•geeknews•1h ago•0 comments

TSMC to produce 3-nanometer chips in Japan

https://www3.nhk.or.jp/nhkworld/en/news/20260205_B4/
3•cwwc•1h ago•0 comments

Quantization-Aware Distillation

http://ternarysearch.blogspot.com/2026/02/quantization-aware-distillation.html
2•paladin314159•1h ago•0 comments

List of Musical Genres

https://en.wikipedia.org/wiki/List_of_music_genres_and_styles
1•omosubi•1h ago•0 comments
Open in hackernews

Why AI is pushing developers toward typed languages

https://github.blog/ai-and-ml/llms/why-ai-is-pushing-developers-toward-typed-languages/
21•ingve•1mo ago

Comments

empthought•1mo ago
Python is at least as typed as Lua.
tekacs•1mo ago
It's talking about Luau (gradually typed, https://luau.org/), not Lua.

Hopefully https://github.com/astral-sh/ty will make the Python typing situation better, but absent that, Python typing is... not great. Honestly even with that it feels subjectively very finicky.

westurner•1mo ago
icontract or pycontracts -like DbC Design-by-Contract type and constraint checking at runtime with or as fast as astral-sh/ty would make type annotations useful at runtime

"Support runtime checking" : https://github.com/astral-sh/ty/issues/867 :

> [ typeguard, beartype, trycast; mypyc ]

mypyc/mypyc: Compile type annotated Python to fast C extensions https://github.com/mypyc/mypyc src: https://github.com/python/mypy/tree/master/mypyc .. docs: https://mypyc.readthedocs.io/en/latest/ :

mypyc docs > Using type annotations > Strict runtime type checking: https://mypyc.readthedocs.io/en/latest/using_type_annotation... :

> Mypyc ensures type safety both statically and at runtime. [...] `Any` types and erased types in general can compromise type safety, and this is by design. Inserting strict runtime type checks for all possible values would be too expensive and against the goal of high performance.

westurner•1mo ago
Oh my!

beartype docs: https://beartype.readthedocs.io/en/latest/ :

> Welcome to the Bearpedia

trycast: https://github.com/davidfstr/trycast :

  from typing import TypedDict, Literal
Havoc•1mo ago
Been vibecoding in rust for this reason. Even with the smaller amount of training data it does seem to produce less fragile code.
9rx•4w ago
Why Rust, which is just barely an improvement over a dynamically-typed language, when you can just as easily vibe to a language with a proper dependent type system?
indemnity•4w ago
Which languages would that be? Not being snarky, actually curious.
9rx•4w ago
Rocq or another in that wheelhouse.

Once you go down the spectrum then you have to start relying on tests, which end up indirectly validating the same things as the type system anyway, at which point you are no further ahead than having used a dynamically-typed language.

Partial statically-typed languages like Rust are pretty cool for things like highlighting basic mistakes in your editor as you type, automatic refactoring, etc. That is all very useful for humans writing code, even if a bit redundant on some technical level. But if an LLM is doing the work, none of that matters.

Havoc•4w ago
Are LLMs any good at generating rocq code?
9rx•4w ago
I asked several LLMs on your behalf and they all said "yes". But they might be a little biased.

Why not put them to the test? It is only a prompt away. Rust is an available extraction target for Rocq, so you can even integrate it into your existing codebase.

Havoc•4w ago
>Why not put them to the test?

haha I shall. I like the idea of tighter constraints on LLM hence my enthusiasm for rust over python for vibecoding.

I did just try it and the first thing it did was try to download half a gig. Which is fine, except my fiber install is next week and I'm hotspotting off a phone. So that'll need to wait

...it did seem to fundamentally understand the ask though of "make me a plan to make a http hello world server".

Though at same time flagged that this isn't ideal

>Rocq/Coq is primarily for theorem proving; HTTP server implementation will be minimal

9rx•4w ago
> Though at same time flagged that this isn't ideal

I suppose that depends how deep down the rabbit hole you want to go. HTTP is pretty minimal in and of itself. The complexity is due to it being layered on top of many other things, like TCP/IP, sockets, network devices, etc. Is it worth proving that your NIC functions according to spec? Probably not. But, if an HTTP server is what you are trying to build, like, parsing an HTTP request is quite suitable.

But a good case. I would suggest that Rocq is already proving itself. I expect by "make a http hello world server" you don't mean: First, invent the universe. Although maybe you do! Who knows? Your prompt is not clear. And since the type system is comprehensive enough to force you to actually think about what you really want, it is compelling you to be much more specific.

Havoc•4w ago
>I suppose that depends how deep down the rabbit hole you want to go.

I'm intellectually curious about whether a formal verification style vibecoding would work. It seems like the logical outcome of current trajectory - if compute increases exponentially then something where the LLM can just hammer away until it checks out seems ideal way of vibecoding while getting a bullet proof outcome.

Knowing absolutely nothing about formal verification I'm quite skeptical it's viable right now though. (For hobby projects, I'm sure the formal verification academics are having fun)

So still leaning towards rust as current optimal. I am ofc biased (python/rust is my preference depending on task).

>I expect by "make a http hello world server" you don't mean

There is no deeper thinking behind it. Selected it purely because if I ask a LLM to oneshot something without guidance I think keeping it simple and within training data is fair.

9rx•4w ago
> Knowing absolutely nothing about formal verification

Are you sure about that? That is what we've been talking about all along. After all, the thing that separates Rust from Python, with respect to our discussion here — the thing that allows code to be less fragile, is its type system. Which is formal verification! Rust is very limited in that regard, not allowing verification of much, but still very much lives on the formal verification spectrum.

The trouble when you can't verify much is that you end up in a situation where something like:

    fn add(a: i32, b: i32) -> i32 {
        a + b + 1
    }
Is able to compile just fine despite being completely wrong. To deal with that you need to write tests (which is essentially runtime formal verification). But once you've written the tests, you've also largely covered the properties that are statically verified, leaving no real benefit to LLMs.

But I infer that you aren't writing tests either, and that Rust's type system is feeling advantageous as it at least provides some limited verification. You seem to be enjoying that workflow, which is why I mentioned that there are languages with way better types systems that you might enjoy even more. There are probably hundreds of languages between Rust and full verification on the spectrum, so if Rocq isn't the exact one for you, try some others! They're only a prompt away.

mips_avatar•4w ago
I think a big part of why rust vibe codes so well is the care the rust developers put into their error messages. It helps the ai a lot
aitchnyu•4w ago
In my Django+Vue/TS/Inertia side project, I was surprised to see my agent know to build (use ts compiler in this context) after each change and it iterates till it gets it right. The Django code is not as typed, so I have to feed it a few error messages myself. Gotta unbreak my Mypy (python type checker) to keep my sanity.

In 2012, I felt the high of Scala programs working perfectly once it compiles. Now my TS code is almost there, and Django is somewhat behind.