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I built non-autoregressive decision models with RL a year ago

https://laya.convaiinnovations.com/
963•nandakishor_ml•11h ago•229 comments

AI-generated posters don’t have to be horrible

https://john.hartnup.uk/2026/06/07/ai-event-posters.html
1208•ereiamjh•12h ago•673 comments

Measure internet censorship. Contribute to the largest open dataset

https://ooni.org/install
34•Bluestein•1h ago•18 comments

I captured 72 hours of idle Android packets behind pfSense

https://www.praveentechworld.com/research/degoogle-telemetry-2026
34•youngmanyk•1h ago•11 comments

Two parallel neural ectoderm progenitors contribute to the developing brain

https://med.stanford.edu/news/all-news/2026/09/two-separate-brains.html
588•emigre•15h ago•229 comments

ZK-JPEG: Zero-Knowledge Image Editing and Compression

https://eprint.iacr.org/2026/2039
35•gslin•2h ago•4 comments

Compiler-style optimization for drawing via Skia

https://arxiv.org/abs/2603.23696
10•PaulDavisThe1st•2d ago•0 comments

Brood War Bench

https://bw.swerdlow.dev/report
75•benswerd•7h ago•45 comments

Show HN: CUA-S1 – A System One Model for Computer Use

https://github.com/trycua/cua
37•frabonacci•5h ago•4 comments

Deodands put a price on objects that caused death

https://daily.jstor.org/how-the-railways-killed-a-medieval-law/
13•samizdis•3d ago•9 comments

Suzanne Ciani's Buchla Cookbook

https://echo.orpheusinstituut.be/article/suzannes-buchla-cookbook
40•stuart78•2d ago•17 comments

UFO Series Home Page: "UFO" TV Series from 1970

https://ufoseries.com/
26•DropDead•1d ago•11 comments

Tin: full-text search for Postgres

https://planetscale.com/blog/introducing-tin
159•ksec•7h ago•66 comments

Android 17 is the first since 3.x to add new APIs without releasing to the AOSP

https://grapheneos.social/@GrapheneOS/117282080803799576
1086•theanonymousone•1d ago•637 comments

Supabase (YC S20) Is Hiring for OrioleDB

https://supabase.link/orioledbjob
1•awalias•4h ago

The Secret Life of Circuits

https://blog.coredump.cx/p/the-secret-life-of-circuits-is-here
262•surprisetalk•3d ago•67 comments

New evidence for hidden chambers beyond Tutankhamun's tomb

https://www.nature.com/articles/d41586-026-02621-2
78•rndsignals•2d ago•31 comments

Black Holes or Black Hole Stars? Astronomers Spar over 'Little Red Dots'

https://www.quantamagazine.org/black-holes-or-black-hole-stars-astronomers-spar-over-webb-telesco...
81•jandrewrogers•1d ago•39 comments

GPT-6 Astra Solves a WWI German Radio Cipher

https://www.prinzai.com/p/gpt-6-astra-solves-a-wwi-german-radio
338•nsoonhui•15h ago•155 comments

I think you should almost never use AI to write

https://erichgrunewald.substack.com/p/why-you-should-almost-never-use-ai
152•erwald•5h ago•91 comments

Adventures in Microcontroller Circuit Debugging

https://www.bigmessowires.com/2026/08/30/adventures-in-microcontroller-circuit-debugging/
28•lateatdesk•2d ago•4 comments

San Francisco Onion Futures Company

https://onionfutures.com/
351•z-mach9•17h ago•147 comments

Microsoft director: AI scraping 'the largest theft of labor in human history'

https://www.tomshardware.com/tech-industry/artificial-intelligence/microsoft-director-called-ai-s...
58•jonbaer•3h ago•16 comments

How to Write with an LLM

https://sockpuppet.org/blog/2026/09/17/how-to-write-with-an-llm/
606•joeriddles•1d ago•370 comments

Cloudflare Quick Tunnels

https://try.cloudflare.com/
802•jcbhmr•1d ago•306 comments

Btrfs/ZFS/bcachefs under workloads classic benchmarks skip

https://bartosz.fenski.pl/modern-fs-benchmark/
73•farlight•3h ago•69 comments

If math is more than proof, we need to better celebrate the rest of it

https://terrytao.wordpress.com/2026/09/18/if-math-is-more-than-proof-we-need-to-better-celebrate-...
281•num42•15h ago•228 comments

Saving another 100TB of RAM

https://blog.cloudflare.com/saving-100-tb-of-ram-with-math/
453•f311a•1d ago•104 comments

What Zig felt like, coming from Rust

https://besok.github.io/posts/what-zig-felt-like-coming-from-rust/
165•ksec•7h ago•196 comments

You can run Git on object storage if you re-make packfiles

https://www.tigrisdata.com/blog/objgit-packfiles/
132•evacchi•3d ago•30 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)