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Turn-Based Structural Triggers: Prompt-Free Backdoors in Multi-Turn LLMs

https://arxiv.org/abs/2601.14340
1•PaulHoule•1m ago•0 comments

Show HN: AI Agent Tool That Keeps You in the Loop

https://github.com/dshearer/misatay
1•dshearer•2m ago•0 comments

Why Every R Package Wrapping External Tools Needs a Sitrep() Function

https://drmowinckels.io/blog/2026/sitrep-functions/
1•todsacerdoti•3m ago•0 comments

Achieving Ultra-Fast AI Chat Widgets

https://www.cjroth.com/blog/2026-02-06-chat-widgets
1•thoughtfulchris•4m ago•0 comments

Show HN: Runtime Fence – Kill switch for AI agents

https://github.com/RunTimeAdmin/ai-agent-killswitch
1•ccie14019•7m ago•1 comments

Researchers surprised by the brain benefits of cannabis usage in adults over 40

https://nypost.com/2026/02/07/health/cannabis-may-benefit-aging-brains-study-finds/
1•SirLJ•9m ago•0 comments

Peter Thiel warns the Antichrist, apocalypse linked to the 'end of modernity'

https://fortune.com/2026/02/04/peter-thiel-antichrist-greta-thunberg-end-of-modernity-billionaires/
1•randycupertino•10m ago•2 comments

USS Preble Used Helios Laser to Zap Four Drones in Expanding Testing

https://www.twz.com/sea/uss-preble-used-helios-laser-to-zap-four-drones-in-expanding-testing
2•breve•15m ago•0 comments

Show HN: Animated beach scene, made with CSS

https://ahmed-machine.github.io/beach-scene/
1•ahmedoo•16m ago•0 comments

An update on unredacting select Epstein files – DBC12.pdf liberated

https://neosmart.net/blog/efta00400459-has-been-cracked-dbc12-pdf-liberated/
1•ks2048•16m ago•0 comments

Was going to share my work

1•hiddenarchitect•19m ago•0 comments

Pitchfork: A devilishly good process manager for developers

https://pitchfork.jdx.dev/
1•ahamez•19m ago•0 comments

You Are Here

https://brooker.co.za/blog/2026/02/07/you-are-here.html
3•mltvc•23m ago•1 comments

Why social apps need to become proactive, not reactive

https://www.heyflare.app/blog/from-reactive-to-proactive-how-ai-agents-will-reshape-social-apps
1•JoanMDuarte•24m ago•1 comments

How patient are AI scrapers, anyway? – Random Thoughts

https://lars.ingebrigtsen.no/2026/02/07/how-patient-are-ai-scrapers-anyway/
1•samtrack2019•25m ago•0 comments

Vouch: A contributor trust management system

https://github.com/mitchellh/vouch
2•SchwKatze•25m ago•0 comments

I built a terminal monitoring app and custom firmware for a clock with Claude

https://duggan.ie/posts/i-built-a-terminal-monitoring-app-and-custom-firmware-for-a-desktop-clock...
1•duggan•26m ago•0 comments

Tiny C Compiler

https://bellard.org/tcc/
1•guerrilla•27m ago•0 comments

Y Combinator Founder Organizes 'March for Billionaires'

https://mlq.ai/news/ai-startup-founder-organizes-march-for-billionaires-protest-against-californi...
1•hidden80•28m ago•2 comments

Ask HN: Need feedback on the idea I'm working on

1•Yogender78•28m ago•0 comments

OpenClaw Addresses Security Risks

https://thebiggish.com/news/openclaw-s-security-flaws-expose-enterprise-risk-22-of-deployments-un...
2•vedantnair•28m ago•0 comments

Apple finalizes Gemini / Siri deal

https://www.engadget.com/ai/apple-reportedly-plans-to-reveal-its-gemini-powered-siri-in-february-...
1•vedantnair•29m ago•0 comments

Italy Railways Sabotaged

https://www.bbc.co.uk/news/articles/czr4rx04xjpo
7•vedantnair•29m ago•2 comments

Emacs-tramp-RPC: high-performance TRAMP back end using MsgPack-RPC

https://github.com/ArthurHeymans/emacs-tramp-rpc
1•fanf2•31m ago•0 comments

Nintendo Wii Themed Portfolio

https://akiraux.vercel.app/
2•s4074433•35m ago•2 comments

"There must be something like the opposite of suicide "

https://post.substack.com/p/there-must-be-something-like-the
1•rbanffy•37m ago•1 comments

Ask HN: Why doesn't Netflix add a “Theater Mode” that recreates the worst parts?

2•amichail•38m ago•0 comments

Show HN: Engineering Perception with Combinatorial Memetics

1•alan_sass•44m ago•2 comments

Show HN: Steam Daily – A Wordle-like daily puzzle game for Steam fans

https://steamdaily.xyz
1•itshellboy•46m ago•0 comments

The Anthropic Hive Mind

https://steve-yegge.medium.com/the-anthropic-hive-mind-d01f768f3d7b
2•spenvo•46m ago•0 comments
Open in hackernews

Booting 5000 Erlangs on Ampere One 192-core

https://underjord.io/booting-5000-erlangs-on-ampere-one.html
225•ingve•6mo ago

Comments

elteto•6mo ago

  “ Underjord is an artisanal consultancy …”
If they don’t weave Erlang threads by hand I’m going to be mildly disappointed.
bevr1337•6mo ago
All process messages written in beautiful calligraphy.
hinkley•6mo ago
All constants are haiku.
thechao•6mo ago
Hand computed in the finest morning rays by monks in the Dolomites.
temp0826•6mo ago
Single origin, farm-to-bytecode processes with our signature rustic garbage collection and heirloom fault tolerance...
antonvs•6mo ago
> heirloom fault tolerance...

In other words, nepobaby fault tolerance

lawik•5mo ago
The advice in every consultation is either mouth-spoken or finger-written by a 100% organic (but not currently certified) entity.
lifeisstillgood•6mo ago
So this is something like a 5000 USD machine (https://www.jeffgeerling.com/blog/2024/ampereone-cores-are-n...) And is designed as a cloud provider or telco edge machine (hence the erlang consultancy)

But if you are looking at a hosted erlang VM for a capex of one dollar then these folks are onto something

Cores really are the only way to escape the broken moores law - and this does look like a real step in the important direction. Less LLMs more tiny cores

sargun•6mo ago
I really like the manycores approach, but we haven’t seen it come to fruition — at least not on general purpose machines. I think a machine that exposes each subset of cores as a NUMA node and doesn’t try to flatten memory across the entire set of cores might be a much more workable approach. Otherwise the interconnect becomes the scaling limit quickly (all cores being able to access all memory at speed).

Erlang, at least the programming model, lends itself well to this, where each process has a local heap. If that can stay resident to a subsection of the CPU, that might lend itself better to a reasonably priced many core architecture.

zozbot234•6mo ago
> Erlang, at least the programming model, lends itself well to this, where each process has a local heap.

That loosely describes plenty of multithreaded workloads, perhaps even most of them. A thread that doesn't keep its memory writes "local" to itself as much as possible will run into heavy contention with other threads and performance will suffer a lot. It's usual to try and write multithreaded workloads in a way that tries to minimize the chance of contention, even though this may not involve a literal "one local heap per core".

bglusman•6mo ago
Yes, but in Erlang, everything on every process is immutable and nothing is ever trying to write anywhere besides locally. Every variable assignment leaves the previous memory unchanged and fully accessible to anything directly referencing it.
felixgallo•6mo ago
Paraphrasing the late great Joe Armstrong, the great thing about Erlang as opposed to just about any other language is that every year the same program gets twice as fast as last year.

Manycores hasn't succeeded because frankly the programming model of essentially every other language is stuck in 1950. I, the program, am the entire and sole thing running on this computer, and must manually manage resources to match its capabilities. Hence async/await, mutable memory, race checkers, function coloring, all that nonsense. If half the effort spent straining to get the ghost PDP-11 ruling all the programming languages had been spent on cleaning up the (several) warts in the actor model and its few implementations, we'd all be driving Waymos on Jupiter by now.

ncgl•6mo ago
Can you explain the joe armstrong quote a bit to someone not familiar with the language?
sam-cop-vimes•6mo ago
Erlang's runtime system, the BEAM, automatically takes care of scheduling the execution of lightweight erlang processes across many cpus/cores. So a well written Erlang program can be sped up almost linearly by adding more cpus/cores. And since we are seeing more and more cores being crammed into cpus each year, what Joe meant is that by deploying your code on the latest cpu, you've doubled the performance without touching your code.
RossBencina•6mo ago
I'm curious, which actor model warts are you referring to exactly?

[The obvious candidates from my point of view are (1) it's an abstract mathematical model with dispersed application/implementations, most of which introduce additional constraints (in other words, there is no central theory of the actor model implementation space), and (2) the message transport semantics are fixed: the model assumes eventual out-of-order delivery of an unbounded stream of messages. I think they should have enumerated the space of transport capabilities including ordered/unordered, reliable/unreliable within the core model. Treatment of bounded queuing in the core model would also be nice, but you can model that as an unreliable intermediate actor that drops messages or implements a backpressure handshake when the queue is full.]

felixgallo•6mo ago
I don't think either of those are particularly problematic. The actor model as implemented by Erlang is concrete and robust enough. The big problems with the actor model are, in my opinion, around (1) speed optimizations for immutable memory and message passing (currently, there's a great deal of copying and pointer chasing involved, which can be slow and is a ripe area for optimization), (2) (for Erlang) speed and QOL improvements for math and strings (Erlang historically is not about fast math or string handling, but both of those do comprise a great deal of general purpose programming), (3) (for Erlang) operational QOL misc improvements (e.g. existing distribution, ets, amnesia, failover, hot upgrade, node deployment, build process range from arcane (amnesia, hot upgrades, etc.all the way up to covered-in-terrifying-spiders (e.g. debugging queuing issues, rebar3))
RossBencina•5mo ago
There is no lineage between The Actor Model and Erlang. The creators of Erlang are on record as having never heard of the Actor Model (as developed by Hewitt, Agha and colleagues at MIT). None of the points you make (including the first one) are a part of any formal definition or elaboration of the Actor Model that I have seen, which was one of my points: there is no unified theory of the Actor Model that addresses all of the practical issues.

With respect to your point (1), you might be interested in Pony, which has been discussed here from time to time, most recently: https://news.ycombinator.com/item?id=44719413 Of course there are other actor-based systems in wide use such as Akka.

toast0•6mo ago
> think a machine that exposes each subset of cores as a NUMA node and doesn’t try to flatten memory across the entire set of cores might be a much more workable approach. Otherwise the interconnect becomes the scaling limit quickly (all cores being able to access all memory at speed).

Epyc has a mode where it does 4 numa nodes per socket, IIRC. It seems like that should be good if your software is NUMA aware or NUMA friendly.

But most of the desktop class hardware has all the cores sharing a single memory controller anyway, so if you had separate NUMA nodes, it wouldn't reflect reality.

Reducing cross core communication (NUMA or not) is the key to getting high performance parallelism. Erlang helps because any cross process communication is explicit, so there's no hidden communication as can sometimes happen in languages with shared memory between threads. (Yes, ets is shared, but it's also explicit communication in my book)

leoc•6mo ago
Who knows what will really happen, but there have been rumours of significant core-count bumps in Ryzen 6, which would edge the mainstream significantly closer to manycore.
to11mtm•6mo ago
> Erlang, at least the programming model, lends itself well to this, where each process has a local heap. If that can stay resident to a subsection of the CPU, that might lend itself better to a reasonably priced many core architecture.

I tend to agree.

Where it gets -really- interesting to think about, are concepts like 'core parking' actors of a given type on specific cores; e.x. 'somebusinessprocess' actor code all happens on a specific fixed set of cores and 'account' actors run on a different fixed set of cores, versus having all the cores going back and forth between both.

Could theoretically get a benefit due to instruction cache being very consistent per core, giving benefits due to the mechanical sympathy (I think Disruptors also take advantage of this).

On the other hand, it may not be as big a benefit, in the sense that cross process writes are cross core writes and those tend to lead to their own issues...

fun to think about.

LtdJorge•6mo ago
The BEAM launches a scheduler process per CPU thread in SMP mode, although I don't know if it moves Erlang processes between them.
oxidant•6mo ago
The behavior is configurable and the default is unbound.

https://www.erlang.org/doc/apps/erts/erl_cmd.html#%2Bsbt

hinkley•6mo ago
Azul did something like this back in the ‘10s for Java. But it’s one of those products for when you’ve put all you eggs in one basket and you need the biggest basket money can buy. Sort of like early battery backed storage. T was only fit for WAL writing on mission critical databases because one cost more than a car.
alberth•6mo ago
While not this exact server, from Hetzner, you can get an 80-core Ampere for just ~$200 per month.

(And that also includes hosting, egress, power, etc).

https://www.hetzner.com/dedicated-rootserver/rx170/

znpy•6mo ago
> Product currently not available

in practice you can't though

bravesoul2•6mo ago
Is that cheaper? 7200 over 3 years. Obviously more convenient though and less capex.
alberth•6mo ago
Don’t forgot the cost of …

> “(And that also includes hosting, egress, power, etc).

bravesoul2•6mo ago
Yes indeed. I feel like probably both are a similar price so its not a financial decision (unless you just dont have 5k) as much as do you need intense control (buy the server) or do you prefer less hassle (have them host it).
ethan_smith•6mo ago
The article is about 5000 Erlang nodes (BEAM VMs), not processes - a single BEAM instance can efficiently handle millions of lightweight processes, making this even more impressive from a density perspective.
lawik•5mo ago
I really should see how many 1 million process BEAM VMs can fit...
slashdave•6mo ago
You mean, with something like "multiprocessing"?
lawik•5mo ago
I found out that Ampere is into edge and telco usage way after we got connected to do this work actually. I've been an Elixir dev and through that connected to Erlang for 7-ish years.

But I will certainly try to leverage my telco-connection to get to play with more of their kit if I can.

Animats•6mo ago
"5000 Erlangs" - oh, they meant 5000 instances of some Erlang interpreter. Not Erlang as a unit of measure.[1] One voice call for one hour is one Erlang.

[1] https://en.wikipedia.org/wiki/Erlang_(unit)

bravesoul2•6mo ago
Thanks for the rabbit hole!
robocat•6mo ago
What does 5000 Animats measure?

Does 1 Animat convert to metric nitpicks?

You know you're successful once you're added to: https://www.theregister.com/Design/page/reg-standards-conver...

jacquesm•6mo ago
https://en.wikipedia.org/wiki/Nagle%27s_algorithm
QuantumNomad_•6mo ago
Neat! I always thought the name of the Erlang programming language just meant “Ericsson Language”, since this programming language was invented for Ericsson. Never knew there was anything more than that to the name!
cmrdporcupine•6mo ago
I believe it's both.
RossBencina•6mo ago
I believe it's neither:

"The origin of queueing theory dates back to 1909, when Agner Krarup Erlang (1878–1929) published his fundamental paper on congestion in telephone traffic [for a brief account, see Saaty (1957), and for details on his life and work, see Brockmeyer et al. (1948)]." -- https://www.sciencedirect.com/topics/engineering/queueing-th...

0x69420•6mo ago
also the namesake of the unit fwiw
Animats•6mo ago
In the early days of telephony, system load was measured by how much current was being drawn from the talk power supply. This was done with a watt-hour meter, calibrated in erlangs.[1]

(It's amazing how little logging went on in the phone system before computerized switching. But that's another subject.)

[1] https://physicsmuseum.uq.edu.au/erlangmeter

RF_Savage•6mo ago
And it was a pun by Ericsson engineers, as they used Erlang to program telephone switches where the capacity planing included Erlangs.
lawik•5mo ago
According to Robert Virding at an unnamed bar in Berlin ~3 years ago they just wanted to be like Pascal in terms of picking a mathematician. But Ericsson Language certainly helped sell it internally, I'm sure.
lawik•5mo ago
I was aware an Erlang being a unit though I'd forgotten what it measured. I Need to have my fun when giving titles to these things. Hope it fell within bearable tolerances.
kirito1337•6mo ago
Wow man.
ThinkBeat•6mo ago
I would be much more interesting in seeing 5000 under heavy load.

Just being able to star that many instances is not that exciting until we know what they can do.

bglusman•6mo ago
Erlang handles heavy load VERY well, between work stealing schedulers and soft realtime via reduction counting (any program can be interrupted and stopped after any instruction and resumed transparently)
ThinkBeat•5mo ago
That is good. Then actual propper benchmarks will be remarkable.

However BEAM is not the only factor in this process. the entire hardware platform as well.

This is after all a lot about that nice and huge cpu.

I mean when you have all 5000 started why not let the do some work? Stress test it with a few real life scenarios for 48h and let us see some number.

lawik•5mo ago
I will consider it :)