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RL Is Everything, Everywhere, All at Once

https://skypilot.ai/blog/rl-everything
1•covi•1m ago•0 comments

Show HN: Pqp, an open-source Discord alternative with watch parties

https://github.com/rafaelcg/pqp
1•rafgg•4m ago•0 comments

Ctenophores: Wonders of Biology

https://www.quantamagazine.org/ctenophores-arent-just-beautiful-theyre-biological-wonders-20260916/
1•randomImmigrant•6m ago•0 comments

Understanding Why You'd Use Effect TS

https://cm.xyz/blog/understanding-why-youd-use-effect-ts
1•handfuloflight•7m ago•0 comments

Show HN: Spendalyst – tells you when a recurring charge changes price

https://app.spendalyst.com/demo
1•Fsmith10•9m ago•0 comments

CV Forge – tailor your resume to any job with AI

https://shop.lumnika.com/compliancesnap/
1•deusautoai725•11m ago•0 comments

Where Rust Ends and the Kernel Begins

https://cacm.acm.org/blogcacm/where-rust-ends-and-the-kernel-begins/
1•sohkamyung•13m ago•0 comments

Mission Kit

https://missionkit.io/
1•dadado•17m ago•1 comments

Evaluating S2S Model Quality with Human Preference Data

https://research.withdavid.ai/blog/st-s2s-eval
1•EliasLittle•22m ago•0 comments

"Start with a Monolith" Was Good Advice. AI Is Changing That

https://medium.com/scalar-engineering/architecture-in-the-ai-era-part-1-summary-start-with-a-mono...
1•feeblefakie•23m ago•1 comments

Snap launches $2,195 Specs smart glasses

https://finance.yahoo.com/technology/article/snap-launches-2195-specs-smart-glasses-234000058.html
2•geoffbp•24m ago•0 comments

DeepSeek-v4.1 Flash: Pushing the Limits of KV Cache Compression

https://zartbot.github.io/blog/model_arch/dsv41flash_arch/en.html
2•mfiguiere•24m ago•0 comments

What regulatory capture actually looks like

https://marginalrevolution.com/marginalrevolution/2026/09/what-regulatory-capture-actually-looks-...
1•maxutility•25m ago•0 comments

Tin: full-text search for Postgres

https://planetscale.com/blog/introducing-tin
1•gtCameron•30m ago•0 comments

Part-human part-mouse brain developed in science breakthrough

https://www.bbc.com/news/articles/c60m3k28j81mo
2•marc__1•31m ago•0 comments

Show HN: FastRecall, ultra-cheap memory across AI models

https://fastrecall.ai/
1•tomrose•32m ago•0 comments

Michael Burry slams OpenAI, Anthropic for 'self-serving' calls to slow AI

https://nypost.com/2026/09/14/business/big-short-trader-michael-burry-slams-openai-anthropic-for-...
6•nsagent•33m ago•0 comments

Spanish data watchdog publicises first AI agent-linked data breach report

https://www.reuters.com/business/spanish-data-watchdog-publicises-first-ai-agent-linked-data-brea...
2•geoffbp•35m ago•0 comments

Xcode-Project-Format

https://github.com/apple/xcode-project-format
2•interpol_p•36m ago•0 comments

Flowchart: How pixels become an Apple Reference Image

https://claude.ai/artifact/BcyyGRDRimvZgza7d9ts1c
1•alwillis•42m ago•0 comments

Supply Chain Compromise of Korean-Language Windows 11 Installation Media

https://www.logpresso.com/en/blog/2026-09-08-windows11-report-eng
2•ledoge•49m ago•1 comments

Pangram – AI detector for text and images

https://www.pangram.com
1•doodlesdev•51m ago•0 comments

Migrating the GitHub Copilot Runtime to Rust, Using Copilot

https://github.blog/ai-and-ml/generative-ai/migrating-the-github-copilot-runtime-to-rust-using-co...
3•abraham•52m ago•1 comments

Game UI Database

https://www.gameuidatabase.com
2•andsoitis•54m ago•0 comments

Found a B2B billing stack for my agency that doesn't feel like 2010

https://cordhq.app/
1•andrevalleo•55m ago•0 comments

Pro UI: native grade components for pro software

https://pro-ui.dev/
2•handfuloflight•56m ago•0 comments

Page Shield ML caught 4 storefront malware campaigns scanners missed

https://blog.cloudflare.com/client-side-security-finds-4-malicious-campaigns/
2•iamsyr•56m ago•0 comments

Why the Postpandemic Tech Bust Sent Billionaires to Trump

https://www.wired.com/story/against-tech-oligarchy-book-excerpt-trump-billionaries/
3•jacobolus•57m ago•0 comments

Hacker puts 'full redundancy' code-hosting firm out of business (2014)

https://www.pcworld.com/article/439918/hacker-puts-full-redundancy-codehosting-firm-out-of-busine...
1•doodlesdev•1h ago•0 comments

OpenAI Discloses Six New Incidents of ‘Concerning’ A.I. Behavior

https://www.nytimes.com/2026/09/16/technology/openai-model-safety-guardrails.html
33•jbegley•1h ago•20 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)