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Train Your Own LLM from Scratch

https://github.com/angelos-p/llm-from-scratch
168•kristianpaul•3h ago•20 comments

Async Rust never left the MVP state

https://tweedegolf.nl/en/blog/237/async-rust-never-left-the-mvp-state
17•pjmlp•25m ago•0 comments

Hand Drawn QR Codes

https://sethmlarson.dev/hand-drawn-qr-codes
59•jollyjerry•3h ago•4 comments

Bun is being ported from Zig to Rust

https://github.com/oven-sh/bun/commit/46d3bc29f270fa881dd5730ef1549e88407701a5
446•SergeAx•6h ago•314 comments

The Car That Watches You Back: The Advertising Infrastructure of Modern Cars

https://nobodyaskedforthis.lol/posts/connected-car/
83•cadito•5h ago•56 comments

Lessons for Agentic Coding: What should we do when code is cheap?

https://www.dbreunig.com/2026/05/04/10-lessons-for-agentic-coding.html
11•ingve•45m ago•2 comments

How OpenAI delivers low-latency voice AI at scale

https://openai.com/index/delivering-low-latency-voice-ai-at-scale/
388•Sean-Der•12h ago•120 comments

CVE-2026-31431: Copy Fail vs. rootless containers

https://www.dragonsreach.it/2026/05/04/cve-2026-31431-copy-fail-rootless-containers/
80•averi•4h ago•25 comments

About 10% of AMC movie showings sell zero tickets. This site finds them

https://walzr.com/empty-screenings
125•MrBuddyCasino•3h ago•99 comments

Agent Skills

https://addyosmani.com/blog/agent-skills/
229•BOOSTERHIDROGEN•10h ago•100 comments

Farewell to a Giant of Botany

https://nautil.us/farewell-to-a-giant-of-botany-1280409
12•Brajeshwar•2d ago•0 comments

Gaps in national food production, worldwide

https://www.nature.com/articles/s43016-025-01173-4
51•simonebrunozzi•18h ago•24 comments

When Networking Doesn't Work

https://www.os2museum.com/wp/when-networking-doesnt-work/
58•kencausey•10h ago•9 comments

Securing a DoD contractor: Finding a multi-tenant authorization vulnerability

https://www.strix.ai/blog/how-strix-found-zero-auth-vulnerability-dod-backed-startup
193•bearsyankees•14h ago•80 comments

pgxbackup: Continuity Support for pgBackRest

https://thebuild.com/blog/2026/05/01/pgxbackup-continuity-support-for-pgbackrest/
38•Wingy•2d ago•4 comments

Does Employment Slow Cognitive Decline? Evidence from Labor Market Shocks

https://www.nber.org/papers/w35117
272•littlexsparkee•16h ago•253 comments

Kids bypass age verification with fake moustaches

https://www.theregister.com/2026/05/04/uk_online_safety_act_age_checks_subvert/
64•dreadsword•3h ago•30 comments

Redis array: short story of a long development process

https://antirez.com/news/164
272•antirez•17h ago•89 comments

2-D Mathematical Curves

https://www.2dcurves.com/
18•the-mitr•3h ago•0 comments

Talking to strangers at the gym

https://thienantran.com/talking-to-35-strangers-at-the-gym/
1315•thitran•20h ago•624 comments

Testing macOS on the Apple Network Server 2.0 ROMs

http://oldvcr.blogspot.com/2026/05/testing-macos-on-apple-network-server.html
84•zdw•1d ago•17 comments

1966 Ford Mustang Converted into a Tesla with Working 'Full Self-Driving'

https://electrek.co/2026/05/02/tesla-1966-mustang-ev-conversion-full-self-driving/
164•Brajeshwar•16h ago•122 comments

Biscuit

https://github.com/yattsu/biscuit
21•unixfg•4h ago•0 comments

Microsoft Edge stores all passwords in memory in clear text, even when unused

https://twitter.com/L1v1ng0ffTh3L4N/status/2051308329880719730
517•cft•13h ago•183 comments

Y Combinator's Stake in OpenAI (0.6%?)

https://daringfireball.net/2026/05/y_combinators_stake_in_openai
295•gyomu•7h ago•44 comments

I am worried about Bun

https://wwj.dev/posts/i-am-worried-about-bun/
475•remote-dev•15h ago•314 comments

Formatting a 25M-line codebase overnight

https://stripe.dev/blog/formatting-an-entire-25-million-line-codebase-overnight-the-rubyfmt-story
161•r00k•11h ago•82 comments

How Monero’s proof of work works

https://blog.alcazarsec.com/tech/posts/how-moneros-proof-of-work-works
279•alcazar•17h ago•195 comments

What I'm Hearing About Cognitive Debt (So Far)

https://margaretstorey.com/blog/2026/02/18/cognitive-debt-revisited/
185•raphaelcosta•5h ago•106 comments

PyInfra 3.8.0

https://github.com/pyinfra-dev/pyinfra/releases/tag/v3.8.0
266•wowi42•18h ago•88 comments
Open in hackernews

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

https://zenodo.org/records/15424968
88•todsacerdoti•11mo ago
Downloadable: https://zenodo.org/records/15424968/files/deputy-els.pdf

Comments

droideqa•11mo 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•11mo ago
Pretty readable code
reuben364•11mo 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•11mo 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•11mo 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•11mo 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•11mo ago
> EMACS elisp

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

wk_end•11mo 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•11mo 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•11mo ago
Any URL for this that we can open in a browser (as opposed to the dreaded "Content-Disposition: attachment")?
Jtsummers•11mo 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•11mo ago
Thanks! I've switched to that above, and put the downloadable link in the top text.
reikonomusha•11mo 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•11mo 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•11mo ago
Well... believe it or not, some have thought of using lisp for AI for quite some time. ;-)
froh•11mo 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•11mo 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•11mo 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•11mo ago
Impressive.