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Sharing AI progress in mathematics

https://openai.com/index/sharing-ai-progress-in-mathematics/
691•OfficialTurkey•7h ago•634 comments

Strands Decider 2B: a small, open-source, decision model

https://strandsagents.com/blog/introducing-strands-decider/
103•gmays•3h ago•17 comments

Decisions API is in public beta

https://developers.openai.com/api/docs/guides/decisions
215•chiefstorm•8h ago•103 comments

La Cueva BBS in Mexico in 1993 (session replay)

https://nanochess.org/la_cueva_bbs.html
26•nanochess•2h ago•4 comments

Penguin Mail – open-source Rust email client for Linux with AI

https://penguin-mail.com/
137•kavourias•7h ago•58 comments

The cost of lies: A Mineserver story

https://www.jeremyreimer.com/rockets-item.lsp?f=true&p=272
58•luu•3d ago•21 comments

Mistral Large 4

https://mistral.ai/news/mistral-large-4/\
1675•Philpax•16h ago•1001 comments

EmbeddingGemma 2: An open, lightweight multimodal embedding model

https://blog.google/innovation-and-ai/technology/developers-tools/embeddinggemma-2/
284•ilreb•13h ago•31 comments

What Is Codemode

https://lucumr.pocoo.org/2026/10/6/codemode/
44•Tomte•16h ago•6 comments

ESP32-C3 Adblock

https://github.com/M-Abozaid/esp32-c3-adblock
44•jayhoon•4h ago•8 comments

Calling It Quits on ServerFault

https://sysadmin1138.net/mt/blog/2026/10/calling-it-quits-on-serverfault.shtml
39•zdw•1h ago•14 comments

Claude Code’s suggested message feature: I think the real customer is the model

https://www.zohaib.cc/blog/smartest-claude-code-feature
160•zed_labs_dev•11h ago•83 comments

AnyPS5: Port PS5 binaries to PC without emulation (87% system libraries mapped)

https://github.com/boykopovar/AnyPS5
178•Fe2O3•6h ago•137 comments

Jev-Driven SRE Diagnosis: What Worked and What Failed

https://www.sregym.com/blog/jev-driven-sre-diagnosis
20•matt_d•4h ago•4 comments

My Homelab Two Years Later, Every Upgrade and What It Cost

https://www.joekarlsson.com/blog/homelab-two-years-later/
8•joekarlsson•1d ago•6 comments

Improving and Stabilizing the Racoon2 IKE Daemon in NetBSD

https://blog.netbsd.org/tnf/entry/gsoc2026_racoon2
11•jaypatelani•2d ago•2 comments

Tell HN: GitHub refuses to remove cracked copies of my software after a month

103•IvanK_net•10h ago•75 comments

The art of defusing a second world war bomb

https://www.theguardian.com/news/ng-interactive/2026/oct/06/it-could-knock-a-whole-street-down-th...
11•sandebert•2h ago•1 comments

OpenTPU – An open-source AI accelerator, developed by AI

https://github.com/FeSens/openTPU
267•fsbonetto•13h ago•323 comments

Treg (OpenRouter for Tools)

https://github.com/superdesigndev/treg
12•trollied•13h ago•1 comments

LLMs may have helped my RSI

https://vaughanhilts.me/2026/10/05/llms-immensely-helped-my-rsi.html
75•vaughands•1d ago•36 comments

What's Earth's dominant species by mass?

https://signoregalilei.com/2026/09/27/whats-earths-dominant-species-by-mass/
196•surprisetalk•17h ago•131 comments

How Fast is Python 3.15?

https://blog.miguelgrinberg.com/post/how-fast-is-python-3-15
54•Qem•7h ago•35 comments

When random is not actually random enough

https://ersc.io/blog/when-random-isnt-random-enough
49•steveklabnik•9h ago•13 comments

California closed the Montana license plate loophole

https://www.thedrive.com/news/heres-how-california-closed-the-montana-license-plate-loophole
91•speckx•12h ago•230 comments

State of Devs 2026

https://2026.stateofdevs.com/en-US/
113•sgdesign•6h ago•45 comments

Xbox has secured exclusive GTA 6 streaming rights

https://www.theverge.com/report/1005859/microsoft-xbox-gta-6-streaming-rights
29•thm•3h ago•27 comments

Hackers obtain counterfeit TLS certificates for Google and other large services

https://arstechnica.com/security/2026/10/hackers-obtain-counterfeit-tls-certificates-for-google-a...
11•colinprince•1h ago•0 comments

Benchmark in Milliseconds

https://matklad.github.io/2026/10/05/benchmark-milliseconds.html
134•surprisetalk•1d ago•42 comments

Paramount Skydance has completed its $111B merger with Warner Bros. Discovery

https://arstechnica.com/tech-policy/2026/10/paramount-completes-111b-warner-merger-creating-skyda...
220•Mgtyalx•9h ago•351 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)