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Frontier AI agents violate ethical constraints 30–50% of time, pressured by KPIs

https://arxiv.org/abs/2512.20798
124•tiny-automates•2h ago•66 comments

Discord will require a face scan or ID for full access next month

https://www.theverge.com/tech/875309/discord-age-verification-global-roll-out
1454•x01•15h ago•1425 comments

Rust implementation of Mistral's Voxtral Mini 4B Realtime runs in your browser

https://github.com/TrevorS/voxtral-mini-realtime-rs
92•Curiositry•4h ago•12 comments

Why is the sky blue?

https://explainers.blog/posts/why-is-the-sky-blue/
474•udit99•14h ago•173 comments

Converting a $3.88 analog clock from Walmart into a ESP8266-based Wi-Fi clock

https://github.com/jim11662418/ESP8266_WiFi_Analog_Clock
446•tokyobreakfast•13h ago•152 comments

Is particle physics dead, dying, or just hard?

https://www.quantamagazine.org/is-particle-physics-dead-dying-or-just-hard-20260126/
67•mellosouls•6h ago•110 comments

What functional programmers get wrong about systems

https://www.iankduncan.com/engineering/2026-02-09-what-functional-programmers-get-wrong-about-sys...
156•subset•5h ago•93 comments

Hard-braking events as indicators of road segment crash risk

https://research.google/blog/hard-braking-events-as-indicators-of-road-segment-crash-risk/
245•aleyan•12h ago•367 comments

America has a tungsten problem

https://www.noleary.com/blog/posts/1
150•noleary•9h ago•145 comments

LiftKit – UI where "everything derives from the golden ratio"

https://www.chainlift.io/liftkit
108•peter_d_sherman•7h ago•70 comments

Luce: First Electric Ferrari

https://www.ferrari.com/en-US/auto/ferrari-luce
131•kaizenb•10h ago•129 comments

Pure C, CPU-only inference with Mistral Voxtral Realtime 4B speech to text model

https://github.com/antirez/voxtral.c
26•Curiositry•4h ago•3 comments

Sandboxels

https://neal.fun/sandboxels/
220•2sf5•14h ago•30 comments

Upcoming changes to Let's Encrypt and how they affect XMPP server operators

https://blog.prosody.im/2026-letsencrypt-changes/
92•zaik•9h ago•90 comments

Eight more months of agents

https://crawshaw.io/blog/eight-more-months-of-agents
82•arrowsmith•1d ago•64 comments

Stop using icons in data tables

https://medium.com/@codythistleward/stop-using-icons-in-data-tables-7537af18ea0d
92•ctward•4d ago•35 comments

History of UHF Television: TV Above Channel 13 (2024)

https://uhfhistory.com/
8•surprisetalk•4d ago•0 comments

UEFI Bindings for JavaScript

https://codeberg.org/smnx/promethee
209•ananas-dev•15h ago•105 comments

Discord Alternatives, Ranked

https://taggart-tech.com/discord-alternatives/
70•pseudalopex•10h ago•21 comments

Game Theory Patterns at Work (2016)

https://daeus.blog/2026/01/18/game-theory-patterns-at-work/
60•kurinikku•9h ago•4 comments

LLMs as Language Compilers: Lessons from Fortran for the Future of Coding

https://cyber-omelette.com/posts/the-abstraction-rises.html
36•birdculture•1d ago•8 comments

Everyone’s building “async agents,” but almost no one can define them

https://www.omnara.com/blog/what-is-an-async-agent-really
42•kmansm27•11h ago•30 comments

Another GitHub outage in the same day

https://www.githubstatus.com/incidents/lcw3tg2f6zsd
300•Nezteb•10h ago•214 comments

Thoughts on Generating C

https://wingolog.org/archives/2026/02/09/six-thoughts-on-generating-c
212•ingve•15h ago•67 comments

Why "just prompt better" doesn't work

https://www.bicameral-ai.com/blog/tech-debt-meeting
31•jinkuan•2h ago•12 comments

Game Boy Advance Audio Interpolation

https://jsgroth.dev/blog/posts/gba-audio-interpolation/
82•ibobev•12h ago•35 comments

The shadowy world of abandoned oil tankers

https://www.bbc.com/news/articles/cddg885344do
106•1659447091•6h ago•57 comments

Expansion Microscopy Has Transformed How We See the Cellular World

https://www.quantamagazine.org/expansion-microscopy-has-transformed-how-we-see-the-cellular-world...
66•sohkamyung•4d ago•3 comments

Ask HN: What are you working on? (February 2026)

267•david927•1d ago•907 comments

Importance of Tuning Checkpoint in PostgreSQL

https://www.percona.com/blog/importance-of-tuning-checkpoint-in-postgresql/
4•jeltz•4d ago•0 comments
Open in hackernews

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

https://zenodo.org/records/15424968
88•todsacerdoti•8mo ago
Downloadable: https://zenodo.org/records/15424968/files/deputy-els.pdf

Comments

droideqa•8mo 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•8mo ago
Pretty readable code
reuben364•8mo 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•8mo 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•8mo 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•8mo 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•8mo ago
> EMACS elisp

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

wk_end•8mo 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•8mo 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•8mo ago
Any URL for this that we can open in a browser (as opposed to the dreaded "Content-Disposition: attachment")?
Jtsummers•8mo 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•8mo ago
Thanks! I've switched to that above, and put the downloadable link in the top text.
reikonomusha•8mo 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•8mo 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•8mo ago
Well... believe it or not, some have thought of using lisp for AI for quite some time. ;-)
froh•8mo 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•8mo 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•8mo 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•8mo ago
Impressive.