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Self-Improving VLM Judges Without Human Annotations

https://arxiv.org/abs/2512.05145
1•gmays•40s ago•0 comments

PEP 811 – Defining Python Security Response Team Membership and Responsibilities

https://peps.python.org/pep-0811/
1•rbanffy•46s ago•0 comments

Uscsb Video: Explosion at Yenkin-Majestic Paint Corporation

https://youtu.be/35FkCArjLU0?si=tZ0SLyOP0cDB9Qbu
1•this_steve_j•54s ago•1 comments

We now have information rug pulls

https://twitter.com/zachperk/status/1998470449412596035
1•zachperkel•1m ago•0 comments

SnadBoy's Revelation

https://www.softpedia.com/get/Security/Password-Managers-Generators/SnadBoy-s-Revelation.shtml
1•febed•2m ago•0 comments

Django: What's new in 6.0 – Adam Johnson

https://adamj.eu/tech/2025/12/03/django-whats-new-6.0/
1•rbanffy•2m ago•0 comments

Man dies of rabies after kidney transplant from donor who saved cat from skunk

https://www.theguardian.com/us-news/2025/dec/09/rabies-kidney-donor-skunk-kitten
1•mrzool•2m ago•0 comments

Giant squid recorded feeding near the surface

https://www.instagram.com/reel/DR0fAXFEqn5/
1•belter•2m ago•0 comments

Ask HN: What do you do about real art/work being called "AI Slop?"

1•SunshineTheCat•3m ago•0 comments

Netflix faces consumer class-action lawsuit over $72B Warner Bros deal

https://www.theguardian.com/business/2025/dec/09/netflix-consumer-lawsuit-warner-bros-deal
1•mitchbob•3m ago•0 comments

Power Up FSDP2 as a Flexible Training Back End for Miles

https://lmsys.org/blog/2025-12-03-miles-fsdp/
1•gmays•7m ago•0 comments

EAMSA 512

https://blog.redeaux.co/eamsa-512
2•reflipd•7m ago•0 comments

MindEval: New benchmark shows 12 top LLMs fail at mental health care

https://swordhealth.com/newsroom/sword-introduces-mindeval
2•jaimefjorge•8m ago•0 comments

AI vs. Human Drivers – Schneier on Security

https://www.schneier.com/blog/archives/2025/12/ai-vs-human-drivers.html
1•pavel_lishin•8m ago•0 comments

Show HN: Astro and Tailwinds and TypeScript static 3D animations Demo

https://tariqdude.github.io/Github-Pages-Project-v1/visual-showcase/
1•chiengineer•8m ago•1 comments

The Costs of Skipping a Time Clock in Business Operations

https://websitesquadron.com/how-a-time-clock-will-help-your-business/
1•loic-joachim•8m ago•0 comments

Pandas vs. Polars vs. DuckDB: A Data Scientist Guide to Choosing the Right Tool

https://codecut.ai/pandas-vs-polars-vs-duckdb-comparison/
2•rbanffy•10m ago•0 comments

WarpGrep – RL Subagent for Fast Context (Like SWE-Grep)

https://morphllm.com/mcp
1•bhaktatejas922•13m ago•1 comments

Digital Nomads rejoice, .bali exists now

https://thebalisun.com/bali-gets-its-own-domain-name-marking-a-new-era-of-digitally-inspired-travel/
3•kamphey•13m ago•0 comments

We Need to Die

https://willllliam.com/blog/why-we-need-to-die/
5•ericzawo•14m ago•0 comments

John Updike Wrote It All Down

https://newrepublic.com/article/201598/john-updike-wrote
1•samclemens•15m ago•0 comments

French-American chemist makes major breakthrough in recycling of rare earths [video]

https://www.youtube.com/watch?v=v-RVZVwuPdU
1•thelastgallon•18m ago•0 comments

Small plug-in solar gain traction as an affordable way to cut electricity bills [video]

https://www.youtube.com/watch?v=yVO9GcNlkLQ
1•thelastgallon•18m ago•0 comments

Beautiful Abelian Sandpiles

https://eavan.blog/posts/beautiful-sandpiles.html
1•eavan0•19m ago•0 comments

The Authoritarian Stack

https://authoritarian-stack.info/
4•saubeidl•20m ago•0 comments

Show HN: AI Sommelier for WooCommerce Wine Stores

https://wordpress.org/plugins/pinpointed-ai-sommelier/
1•pinpointed•20m ago•0 comments

Why the world should worry about stablecoins

https://www.ft.com/content/a5f4b737-215f-4e40-b6e8-0c3ade7e9a30
2•kevin061•22m ago•0 comments

The State of Solo Founding

https://solofounders.com/report
3•davj•24m ago•1 comments

The internet was already slop

https://sophia.ooo/writing/the-internet-was-already-slop/
1•grimpy•28m ago•2 comments

Monster Mash – sketch any character, then inflate to 3D and animate it

https://monstermash.zone/
1•summarity•28m ago•0 comments
Open in hackernews

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

https://zenodo.org/records/15424968
88•todsacerdoti•6mo ago
Downloadable: https://zenodo.org/records/15424968/files/deputy-els.pdf

Comments

droideqa•6mo 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•6mo ago
Pretty readable code
reuben364•6mo 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•6mo 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•6mo 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•6mo 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•6mo ago
> EMACS elisp

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

wk_end•6mo 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.
kscarlet•6mo 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.

dang•6mo ago
Any URL for this that we can open in a browser (as opposed to the dreaded "Content-Disposition: attachment")?
Jtsummers•6mo 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•6mo ago
Thanks! I've switched to that above, and put the downloadable link in the top text.
reikonomusha•6mo 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•6mo 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•6mo ago
Well... believe it or not, some have thought of using lisp for AI for quite some time. ;-)
froh•6mo 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•6mo 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•6mo 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)

fithisux•6mo ago
Impressive.