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Trees use a "muscle", tension wood, to correct their posture

https://phys.org/news/2026-09-trees-muscle-posture-newly-role.html
34•mdp2021•5d ago•1 comments

Muse – Meta’s personal AI agent

https://ai.meta.com/muse/
366•yks•8h ago•381 comments

How to build a printer

https://nishantjosh.dev/blogs/how-to-build-a-fking-printer/
189•cat-whisperer•6h ago•38 comments

Large language models develop novel social biases through adaptive exploration

https://openreview.net/challenge?redirect=%2Fforum%3Fid%3Dpc7fqaOcAH
115•paimapi•6h ago•55 comments

AlphaGenome Atlas: a high-resolution map of human DNA

https://blog.google/innovation-and-ai/models-and-research/google-deepmind/alphagenome-atlas/
508•utiiiD•12h ago•117 comments

27.5KB language-agnostic WebGPU syntax highlighter

https://gpu-lexer.vercel.app/
31•bpierre•2h ago•8 comments

An Accidental Blackboard

https://martinfowler.com/articles/exploring-gen-ai/an-accidental-blackboard.html
21•saikatsg•3d ago•9 comments

DaVinci Resolve 21.1

https://www.blackmagicdesign.com/media/release/20260908-03
367•tosh•14h ago•163 comments

On the Navier–Stokes Millennium Prize Problem

https://openai.com/index/navier-stokes-solution/
1177•tedsanders•10h ago•1013 comments

Tao: Open math problems being non-renewably mined by AI

https://mathstodon.xyz/@tao/117237320796901560
214•_alternator_•6h ago•152 comments

AI Responsibility – OpenAI and Anthropic

https://twitter.com/hilbertspaess/status/2097476196791709843
64•getatme32•2h ago•14 comments

Benchmarking Qwen3.8 27B quantizations: 4-bit holds up, 1-bit collapses

https://quesma.com/blog/qwen38-27b-quantizations-benchmarked/
224•stared•13h ago•110 comments

I-have-ADHD: A skill to stop coding agents from burying the answer

https://github.com/ayghri/i-have-adhd
346•domhudson•13h ago•266 comments

The Microeconomics of Artificial Intelligence (2025)

https://direct.mit.edu/books/oa-monograph/6067/The-Microeconomics-of-Artificial-Intelligence
37•neehao•2d ago•18 comments

Ask HN: 3.5 inch diskette read errors, would a period correct drive do better?

22•rietta•1d ago•21 comments

Navier-Stokes – Tristan Buckmaster [pdf]

https://cims.nyu.edu/~tristanb/statement.pdf
1368•procedurecall•22h ago•587 comments

Kimi K3 (2.8T) at 1 token/s on a MacBook Pro, streamed from four SSDs

https://github.com/argonautlabsai/deltafin
225•Argonautlabs•7h ago•117 comments

Harvard study predicts most suicide attempts a week in advance

https://current.fas.harvard.edu/stories/harvard-study-predicts-most-suicide-attempts-week-advance
94•jodacola•1h ago•46 comments

A Topological Picture Book, Rendered

https://e-infinity.space/picture-book/
65•mathgenius•5h ago•8 comments

Animation in Bevy: The Big Picture

https://glocq.com/en/blog/20260827/
54•ibobev•7h ago•5 comments

Show HN: LLM Attention Visualization

https://ishamf.dev/p/llm-attention-visualizer/
138•ifz•10h ago•23 comments

Replacing a Rust Enum with a 64-Bit Word Made My Interpreter 17% Faster

https://pointersgonewild.com/2026-08-25-replacing-a-rust-enum-with-a-64-bit-word/
98•metrofun•3d ago•42 comments

Getting phpBB 1.4.4 working in Docker

https://www.thran.uk/writ/devlog/2026/09/phpbb-144-in-docker.html
29•HeckFeck•1d ago•21 comments

The Helicopter with Radioactive Blades

https://hackaday.com/2026/09/07/the-helicopter-with-radioactive-blades/
159•zdw•1d ago•49 comments

We built our house for LAN parties (2024)

https://lanparty.house/
446•fittingopposite•3d ago•318 comments

Implementation of GCC's Nested Functions (vs. C++ Lambdas)

https://uecker.codeberg.page/2026-09-05.html
62•uecker•3d ago•9 comments

Mercury 2.5

https://www.inceptionlabs.ai/blog/introducing-mercury-2-5
135•Topfi•7h ago•19 comments

Show HN: Copperhead – Cursor for circuit boards

https://copperhead.sh/
213•animeshchouhan•14h ago•85 comments

Tracing np.add, all the way down

https://blog.veitheller.de/numpy.html
43•luu•4d ago•2 comments

Reverse Engineering an ASIC

https://kjartanvandriel.github.io/asic/
45•burekqueen•1d ago•7 comments
Open in hackernews

The Lisp in the Cellar: Dependent types that live upstairs [pdf]

https://zenodo.org/records/15424968
88•todsacerdoti•1y ago
Downloadable: https://zenodo.org/records/15424968/files/deputy-els.pdf

Comments

droideqa•1y ago
Sadly "deputy clojure" on Google brings no results...

The only hint is this repo[0] referenced in the paper.

[0]: https://gitlab.com/fredokun/deputy

agumonkey•1y ago
Pretty readable code
reuben364•1y ago
Thinking out aloud here.

One pattern that I have frequently used in EMACS elisp is that redefining a top-level value overwrites that value rather than shadowing it. Basically hot reloading. This doesn't work in a dependently typed context as the type of subsequent definitions can depend on values of earlier definitions.

    def t := string
    def x: t := "asdf"
    redef t := int
redefining t here would cause x to fail to type check. So the only options are to either shadow the variable t, or have redefinitions type-check all terms whose types depend on the value being redefined.

Excluding the type-level debugging they mention, I think a lean style language-server is a better approach. Otherwise you are basically using an append-only ed to edit your environment rather than a vi.

extrabajs•1y ago
I don’t see the connection to dependent types. But anyway, is ‘redef’ part of your language? What type would you give it?
reuben364•1y ago
I just wrote redef to emphasize that I'm not shadowing the original definition.

    def a := 1
    def f x := a * x
    -- at this point f 1 evaluates to 1
    redef a := 2
    -- at this point f 1 evaluates to 2
But with dependent types, types can depend on prior values (in the previous example the type of x depends on the value t in the most direct way possible, as the type of x is t). If you redefine values, the subsequent definitions may not type-check anymore.
extrabajs•1y ago
I see what you mean. But would you not experience the same sort of issue simply from redefining types in the same way? It seems this kind of destructive operation (whether on types or terms) is the issue. As someone who's used to ML, it seems strange to allow this kind of thing (instead of simply shadowing), but maybe it's a Lisp thing?
resize2996•1y ago
> EMACS elisp

I used this to write the front end for an ATM machine.

wk_end•1y ago
I've fantasized about some kind of a dependently-typed Smalltalk-like thing before, and in those fantasies the solution would be that changes would be submitted in the form of transactions - they wouldn't be live until you bundled them all together into one big change that would be fully type-checked, as you describe.
dang•1y ago
Any URL for this that we can open in a browser (as opposed to the dreaded "Content-Disposition: attachment")?
Jtsummers•1y ago
https://zenodo.org/records/15424968 - This at least takes you to a webpage where you can view the paper. If you select to download it, it still downloads of course instead of just opening in the browser.
dang•1y ago
Thanks! I've switched to that above, and put the downloadable link in the top text.
reikonomusha•1y ago
Related context: The 2025 European Lisp Symposium [1] was just wrapped a few hours ago in Zurich. There was content on:

- Static typing a la Haskell with Coalton in Common Lisp

- Dependent typing with Deputy in Clojure (this post)

- The Common Lisp compiler SBCL ported to the Nintendo Switch

- Common Lisp and AI/deep learning

- A special retrospective on Modula and Oberon

- Many lightning talks.

[1] https://european-lisp-symposium.org/2025/index.html

no_wizard•1y ago
I feel like Lisp would be an ideal language for AI development. Its exceedingly good for DSL development and pattern matching. Its already structurally like math notation as well, which I would think would lend itself to thinking how models would consume information and learn
rscho•1y ago
Well... believe it or not, some have thought of using lisp for AI for quite some time. ;-)
froh•1y ago
indeed.

Peter Norvig, 1992

Paradigms of AI Programming: Case Studies in Common Lisp

https://g.co/kgs/hck8wsE

https://en.m.wikipedia.org/wiki/Peter_Norvig

it's no coincidence Google is actively maintaining sbcl, either.

Zambyte
fithisux•1y ago
Impressive.
kscarlet•1y ago
The only option that you described is called "hyperstatic global environment".

And it is called that for a reason, it is not very dynamic :) and probably too static to the taste of many Lisp and all Smalltalk fans.

•
1y ago
Why not go all the way to the source? John McCarthy coined the term "artificial intelligence", and then invented / discovered LISP in pursuit of it in the 1950s :D
ayrtondesozzla•1y ago
https://quantumzeitgeist.com/lisp-and-the-dawn-of-artificial...

Lisp was the de facto language of artificial intelligence in the U.S. for many years. Apparently Prolog was popular in Europe (according to Norvig's PAIP)