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'Big Short' Michael Burry bets $1B on AI bubble bursting

https://www.lbc.co.uk/article/big-short-michael-burry-ai-bubble-5HjdGLY_2/
1•belter•1m ago•0 comments

An Empirical Study of Knowledge Transfer in AI Pair Programming [pdf]

https://www.se.cs.uni-saarland.de/publications/docs/WSD+.pdf
1•heisenbit•2m ago•0 comments

Juturna is a data pipeline library written in Python

https://meetecho.github.io/juturna/
1•mooreds•2m ago•0 comments

GEN-0: SoTA 10B+ Foundation Model for Robotics with Harmonic Reasoning

https://generalistai.com/blog/nov-04-2025-GEN-0
1•e0m•5m ago•0 comments

Leo: Auto-Typing Tool for Teaching Coding

https://github.com/gniziemazity/LEO
1•t0mk•5m ago•0 comments

Two tiny banks are helping Trump's sons build a crypto empire

https://www.ft.com/content/39a4a5c9-aa33-40b4-addb-076ee0242430
1•TheAlchemist•7m ago•0 comments

Show HN: A better ZSA keyboard layout explorer

https://www.keyderboard.com/
1•dhdaadhd•7m ago•0 comments

Think for Yourself

https://kevlinhenney.medium.com/think-for-yourself-7d129aa959e3
1•mooreds•9m ago•0 comments

Sequoia Capital Leader Exits in VC Shake-Up

https://www.wsj.com/finance/investing/sequoia-capital-leader-steps-down-from-vc-giant-e599103b
3•cgoodmac•10m ago•0 comments

Open Source Context-Aware PII Classifier

https://corp.roblox.com/newsroom/2025/11/open-sourcing-roblox-pii-classifier-ai-pii-detection-chat
1•moneil971•15m ago•1 comments

Verbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity

https://arxiv.org/abs/2510.01171
1•JnBrymn•15m ago•0 comments

Visualrambling.space

https://visualrambling.space/
1•crummy•15m ago•1 comments

Show HN: Agentic semantic search, but with GitHub APIs

https://github.com/nilenso/ask-github
1•sriharis•18m ago•0 comments

HTTP Message Signatures

https://www.rfc-editor.org/rfc/rfc9421
2•mooreds•18m ago•0 comments

Digital Stamp Collection – The Weight of Paper

https://marijanapav.com/stamps
1•shashanktomar•20m ago•0 comments

Video‐rate tunable colour electronic paper with human resolution

https://www.nature.com/articles/s41586-025-09642-3
2•westurner•21m ago•1 comments

Implementing Soft Deletion in Prisma with Client Extensions

https://matranga.dev/true-soft-deletion-in-prisma-orm/
1•frankmatranga•21m ago•1 comments

Cheaper MacBook powered by iPhone chip coming in 2026, per new report

https://9to5mac.com/2025/11/04/cheaper-macbook-powered-by-iphone-chip-coming-in-2026-per-new-report/
3•spurgu•21m ago•0 comments

Phobos (RA2: YR engine extension) v0.4 – Release Highlights and Project News

https://www.moddb.com/mods/phobos-yr/news/phobos-v04-release-highlights-and-project-news
1•Kerbiter•23m ago•0 comments

Benchmarking the AMD EPYC 9V64H: Azure HBv5's Custom AMD CPU with HBM3

https://www.phoronix.com/review/azure-hbv5-amd-epyc-9v64h
1•ashvardanian•24m ago•0 comments

NASA releases robotic / flight app generation tool Ogma under Apache license

https://github.com/nasa/ogma
1•ivanperez-keera•25m ago•1 comments

Why Tech Needs Personalization

https://om.co/2025/10/29/why-tech-needs-personalization/
1•walterbell•26m ago•0 comments

Skyshelve: A Python Dictionary in the Cloud

https://github.com/s1liconcow/skyshelve
1•siliconc0w•28m ago•1 comments

Why do we need dithering?

https://typefully.com/DanHollick/why-do-we-need-dithering-Ut7oD4k
2•ibobev•28m ago•0 comments

Show HN: JobsAndAI – Personalized career risk analysis for AI disruption

https://jobsandai.com
1•jobsandai•29m ago•0 comments

First Brands Found Some Fake Invoices

https://www.bloomberg.com/opinion/newsletters/2025-11-04/first-brands-found-some-fake-invoices
1•ioblomov•29m ago•1 comments

Open database of large AI data centers, using satellite and permit data

https://epoch.ai/data/data-centers/satellite-explorer
1•cjbarber•29m ago•1 comments

Thermodynamic Computing Is Here

https://twitter.com/DaveShapi/status/1985697301298340087
3•delichon•34m ago•0 comments

Bullying Is Not Innovation

https://www.perplexity.ai/hub/blog/bullying-is-not-innovation
5•juokaz•37m ago•3 comments

The Poseidon Problem

https://www.nakedcapitalism.com/2025/11/coffee-break-armed-madhouse-the-poseidon-problem.html
1•speckx•37m ago•0 comments
Open in hackernews

Show HN: Stack Error – ergonomic error handling for Rust

https://github.com/gmcgoldr/stackerror
27•garrinm•5mo ago
Stack Error reduces the up-front cost of designing an error handling solution for your project, so that you focus on writing great libraries and applications.

Stack Error has three goals:

1. Provide ergonomics similar to anyhow.

2. Create informative error messages that facilitate debugging.

3. Provide typed data that facilitates runtime error handling.

Comments

tevon•5mo ago
This is awesome! Will give it a try in my next project.

How does it keep track of filename and line number in a compiled binary? I'm fairly new to rust libraries and this doesn't quite make sense to me. I know in JS you need a source-map for minification, how does this work for a compiled language?

fpoling•5mo ago
Rust provides file!, line! and column! macros that expands into a compile-time constants that the compiler embeds then into the executable. This way no source map at runtime is necessary as the relevant errors are constructed from those constants.

Presumably StackError just uses those macros.

But for debugging a source map is still necessary and is a part of various debug formats.

rhabarba•5mo ago
I still prefer the Anyhow solution, but I like the approach here.
IshKebab•5mo ago
Isn't this strictly superior to Anyhow? What do you like more about Anyhow?
rhabarba•5mo ago
I prefer Anyhow's non-intrusiveness: "Result" is still "Result" and all I need is a "?". I agree with Stack Error's documentation that Anyhow can't help with debugging that well, but it's "good enough" in my opinion.
IshKebab•5mo ago
Result in `anyhow::Result` though. It's still a different type. Or do you literally mean you like that it is still spelt the same?

And I think you can still use `?` with this if you don't want to add any context... Not 100% sure on that though.

rhabarba•5mo ago
Might as well be my limited understanding from what I can read behind the link, to be fair.
garrinm•5mo ago
Anyhow still makes things easier for application development. The main drawback is that the resulting error type doesn't implement std::error::Error, so it's not suitable for library development (as pointed out in the anyhow documentation). Stack Error is a bit less ergonomic, but suitable for library development.
shepmaster•5mo ago
I hope to read through your crate and examples later, but if you have a chance, I’d be curious to hear your take on how Stack Error differs from my library, SNAFU [1]!

[1]: https://docs.rs/snafu/latest/snafu/index.html

garrinm•5mo ago
I played around a bit with SNAFU a couple of years ago, but I'm haven't worked deeply with the library so there might well be some features I'm not aware of.

I think SNAFU is more like a combination of anyhow and thiserror into a single crate, rather than Stack Error which leans more heavily into the "turnkey" error struct. Using the Whatever struct, you get some overlap with Stack Error features:

- Error message are co-located.

- Error type implement std::error::Error (suitable for library development).

- External errors can be wrapped and context can easily be added.

Where Stack Error differs:

- Error codes (and URIs) offer ability for runtime error handling without having to compare strings.

- Provides pseudo-stack by stacking messages.

Underlying this is an opinion I baked into Stack Error: error messages are for debugging, not for runtime error handling. Otherwise all your error strings effectively become part of your public interface since a downstream library can rely on them for error handling.

lilyball•5mo ago
If the macros only exist to get file and line information, you could do the same thing by using `#[track_caller]` functions combined with `std::panic::Location` to get that same info. For example, `stack_err!` could be replaced with

  impl StackError {
      #[track_caller]
      fn new_location(msg: impl Display) -> Self {
          let loc = std::panic::Location::caller();
          Self::new(format!("{}:{} {msg}", loc.file(), loc.line()))
      }
  }
such that you call `.map_err(StackError::new_location("data is not a list of strings"))`. A macro is nice if you need to process format strings with arguments (though someone can call `StackError::new_location(format_args!(…))` if they want), but all of your examples show static strings so it's nice to avoid the error in that case.

The use of `std::panic::Location` also means instead of baking that into a format string you could also just have that be an extra field on the error, which would let you expose accessors for it, and you can then print them in your Debug/Display impls.

Speaking of, the Display impl really should not include its source. Standard handling for errors expects that an error prints just itself with Display because it's very common to recurse through sources and print those, so if Display prints the source too then you're duplicating output. Go ahead and print it on Debug though, that's nice for errors returned from `main()`.

garrinm•5mo ago
Thanks for the insight, I wasn't aware of `track_caller`. I'll definitely be looking into this. I was scratching my head trying to figure out how to make file and line number usage consistent and customizable, this looks like the answer!

You're also right that this will pretty much eliminate the need for macros.

That's also a very key insight about Display vs. Debug printing. I'll be looking into that as well.

Thank you for the thoughtful reply.

DavidWilkinson•5mo ago
Dei here, from the team behind Error Stack [1] (a similarly named existing, context-aware error-handling library for Rust that supports arbitrary attachments). How does Stack Error, here, compare?

[1]: https://crates.io/crates/error-stack