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I built an AI agent that deploys a PR to production

1•amouehsan•15s ago•0 comments

Non-Traditional Profiling: "you can just put whatever you want in a jitdump"

https://www.mgaudet.ca/technical/2026/1/8/non-traditional-profiling
1•matt_d•52s ago•0 comments

Running a real consumer app on a 70B LLM at sub-cent cost per scan

https://www.cornstarch.ai/
1•rs1996•2m ago•1 comments

The Shaggs

https://en.wikipedia.org/wiki/The_Shaggs
3•jethronethro•2m ago•0 comments

NBA's new AI stat measures defensive gravity

https://www.nba.com/news/intro-to-gravity-stat-nba-2025
1•cyr0dj0hn•3m ago•0 comments

Reflection-Driven Control for Trustworthy Code Agents

https://arxiv.org/abs/2512.21354
1•PaulHoule•4m ago•0 comments

I built a fake chat generator in 18 hours because the existing ones all suck

https://messagesy.xyz/
1•hristoff•4m ago•1 comments

Google Earth Engine Timelapse

https://earthengine.google.com/timelapse/
1•twalichiewicz•4m ago•0 comments

Transformative and subsistence entrepreneurs: Impacts on economic growth

https://www.nber.org/papers/w33766
1•hhs•4m ago•0 comments

The Haskell Debugger for GHC 9.14

https://discourse.haskell.org/t/the-haskell-debugger-for-ghc-9-14/13499
1•romes•5m ago•0 comments

Distributions Quote of the Fortnight – PGP

https://lwn.net/Articles/1053089/
1•shakna•6m ago•0 comments

AI Did Not Take Your Agency. You Handed It Over

https://systemic.engineering/ai-did-not-take-your-agency-you-handed-it-over/
1•wolf4earth•6m ago•0 comments

How Hackers Are Fighting Back Against ICE

https://www.eff.org/deeplinks/2026/01/how-hackers-are-fighting-back-against-ice
4•zzzeek•8m ago•0 comments

Hard Mode Veganism

https://giantmecha.substack.com/p/hard-mode-veganism
1•rafaepta•9m ago•0 comments

List of Open Problems in Sublinear Algorithms [pdf]

https://sublinear.info/files/sublinear_info_20170429.pdf
1•frozenseven•11m ago•0 comments

2 Shot by federal agents in Portland, police say

https://www.oregonlive.com/crime/2026/01/portland-police-responding-to-report-of-shooting-by-fede...
5•mickle00•13m ago•0 comments

Which programming languages are most token-efficient?

https://martinalderson.com/posts/which-programming-languages-are-most-token-efficient/
1•martinald•14m ago•0 comments

Russia Strikes Ukraine with IRBM Oreshnik Missile

https://twitter.com/osinttechnical/status/2009394085782860233
1•defly•15m ago•0 comments

Hacker News Title Patterns

https://projects.peercy.net/projects/hn-patterns/index.html
2•greenwallnorway•18m ago•1 comments

Debian GNOME team announces intent to remove GTK 2 in Debian 14

https://lists.debian.org/debian-devel/2026/01/msg00090.html
3•superkuh•18m ago•1 comments

Show HN: Roleplay-first chat UI for an OpenAI-compatible chat completions API

https://abliteration.ai/roleplay
1•abliterationai•20m ago•0 comments

Decentralized social media platforms unlock authentic consumer feedback

https://news.wsu.edu/press-release/2026/01/06/decentralized-social-media-platforms-unlock-authent...
2•hhs•21m ago•0 comments

iFixit: We Found the Worst Devices at CES 2026 [video]

https://www.youtube.com/watch?v=cxZgILm95BU
3•josephcsible•21m ago•0 comments

Expired certificate breaks macOS Logitech apps

https://arstechnica.com/gadgets/2026/01/expired-certificate-completely-breaks-macos-logitech-apps...
5•worik•25m ago•0 comments

Microsoft is losing the AI race, Copilot stuck at 1% market share (on web)

https://www.windowslatest.com/2026/01/09/is-microsoft-losing-the-ai-race-copilot-web-is-still-stu...
2•jinxmeta•27m ago•0 comments

OpenAI API and ChatGPT are down

5•themanmaran•28m ago•0 comments

Dendrometers challenge the 'moon wood concept' [pdf]

https://www.nature.com/articles/s41598-023-47013-y
1•thunderbong•29m ago•0 comments

Former Google CEO plans to singlehandedly fund a Hubble telescope replacement

https://arstechnica.com/space/2026/01/eric-schmidt-will-massively-invest-in-private-telescopes-in...
4•aenean•29m ago•0 comments

More than a quarter of adults worldwide could benefit from GLP-1 medications

https://medicalxpress.com/news/2026-01-quarter-adults-worldwide-benefit-glp.html
2•geox•30m ago•1 comments

Nature-inspired computers are shockingly good at math

https://newsreleases.sandia.gov/nature-inspired-computers-are-shockingly-good-at-math/
2•hhs•34m ago•0 comments
Open in hackernews

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

https://zenodo.org/records/15424968
88•todsacerdoti•7mo ago
Downloadable: https://zenodo.org/records/15424968/files/deputy-els.pdf

Comments

droideqa•7mo 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•7mo ago
Pretty readable code
reuben364•7mo 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•7mo 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•7mo 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•7mo 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•7mo ago
> EMACS elisp

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

wk_end•7mo 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•7mo 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•7mo ago
Any URL for this that we can open in a browser (as opposed to the dreaded "Content-Disposition: attachment")?
Jtsummers•7mo 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•7mo ago
Thanks! I've switched to that above, and put the downloadable link in the top text.
reikonomusha•7mo 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•7mo 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•7mo ago
Well... believe it or not, some have thought of using lisp for AI for quite some time. ;-)
froh•7mo 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•7mo 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•7mo 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•7mo ago
Impressive.