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Map Your API Landscape to Prevent Agentic AI Disaster

https://thenewstack.io/map-your-api-landscape-to-prevent-agentic-ai-disaster/
1•chhum•1m ago•0 comments

GitHub not showing that apps "act on your behalf" when only logging in

https://github.blog/changelog/2026-01-12-selectively-showing-act-on-your-behalf-warning-for-githu...
1•gregsadetsky•3m ago•0 comments

YAML? That's Norway Problem

https://lab174.com/blog/202601-yaml-norway/
1•thes1lv3r•3m ago•0 comments

China Just Built Its Own Time System for the Moon

https://gizmodo.com/china-just-built-its-own-time-system-for-the-moon-2000708991
1•hunglee2•3m ago•0 comments

Mars's big impact on Earth's climate: How the red planet's pull shapes ice ages

https://phys.org/news/2026-01-tiny-mars-big-impact-earth.html
1•bikenaga•6m ago•0 comments

Ask HN: Speculate About a Hypothetical Cyber Exploit That Would Leverage AI

1•burnerToBetOut•7m ago•0 comments

Data-Dividend Calculator

https://delightful-maamoul-98e039.netlify.app
1•KillswitchAI•7m ago•0 comments

I built an ingestion engine because I hate mundane tasks

1•scannyai•7m ago•0 comments

Dialectics for Artificial Intelligence

https://arxiv.org/abs/2512.17373
1•xiaoniu•7m ago•0 comments

Even Linus Torvalds is vibe coding now

https://www.zdnet.com/article/linus-torvalds-vibe-coding-ai/
1•CrankyBear•8m ago•0 comments

Do you know how much money social apps make from your time

https://www.urtheproduct.com
4•ClipNoteBook•9m ago•1 comments

Danish dev delights kid by turning floppy drive into easy TV remote

https://www.theregister.com/2026/01/12/danish_dev_floppy_drive_remote/
1•defrost•10m ago•0 comments

Transactional AI: Saga Pattern for Reliable AI Agent Workflows (v0.2)

https://github.com/Grafikui/Transactional-ai
2•grafikui•11m ago•1 comments

Wine 11.0 Planned for Release Tomorrow with NTSync Support, Better WoW64

https://www.phoronix.com/news/Wine-11.0-Tomorrow
2•mikece•11m ago•0 comments

99% of Heart Attacks and Strokes Linked to 4 Risk Factors

https://www.sciencealert.com/huge-study-links-99-of-heart-attacks-and-strokes-with-4-risk-factors
2•Gaishan•12m ago•0 comments

Ask HN: Are you using agents for refactorings?

1•suralind•13m ago•0 comments

Green Corn Ceremony

https://encyclopediaofalabama.org/article/green-corn-ceremony/
1•foster_nyman•13m ago•0 comments

Climate misinformation is threatening Canada's national security

https://thenarwhal.ca/climate-misinformation-national-security/
3•Teever•17m ago•0 comments

Workflow Description Language (WDL) 1.3

https://openwdl.org/wdl/bioinformatics/workflows/announcing-wdl-1-3-0/
1•azhenley•20m ago•0 comments

What's on HTTP?

https://whatsonhttp.com/
1•elixx•22m ago•0 comments

Seniority Is Clarity Not Cleverness

https://dontbreakprod.com/posts/seniority-is-clarity-not-cleverness
2•dorkrawk•24m ago•0 comments

I Taught Myself to Code on a Cracked Android Phone. Now I Can't Get Hired

https://www.rly0nheart.com/posts/life/i-taught-myself-to-code-on-a-cracked-android-phone-now-i-ca...
17•boyter•31m ago•2 comments

Abuse report review pending for a month now

https://community.cloudflare.com/t/abuse-report-review-pending-for-a-month-now/876217
1•mritzmann•32m ago•0 comments

First open-source UCP merchant sandbox – test your AI shopping agents

https://github.com/steven2030/ucp-merchant
2•Stevenochs•32m ago•1 comments

Nvidia: Using Context as Training Data Unlocks Models That Learn at Test-Time

https://developer.nvidia.com/blog/reimagining-llm-memory-using-context-as-training-data-unlocks-m...
1•ashvardanian•33m ago•0 comments

A Hidden Blob of Water Has Abruptly Reappeared in the Atlantic

https://www.popularmechanics.com/science/environment/a69975772/atlantic-equitorial-water-found/
2•kayo_20211030•33m ago•0 comments

Productivity

https://en.wiktionary.org/wiki/productivity
1•downboots•35m ago•2 comments

Aligning Games and Sets in Determining Tennis Matches

https://www.nyu.edu/about/news-publications/news/2026/january/aligning-games-and-sets-in-determin...
1•geox•35m ago•1 comments

The Next Dust Bowl Is Becoming More Likely

https://www.bloomberg.com/opinion/articles/2026-01-12/the-next-dust-bowl-is-becoming-more-likely
6•cwwc•37m ago•1 comments

Powell says Trump administration has threatened him with a criminal indictment

https://www.reuters.com/business/finance/feds-powell-says-administration-has-threatened-criminal-...
4•platevoltage•37m ago•1 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.