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Pebble Watch software is now 100% open source

https://ericmigi.com/blog/pebble-watch-software-is-now-100percent-open-source
674•Larrikin•6h ago•112 comments

Claude Advanced Tool Use

https://www.anthropic.com/engineering/advanced-tool-use
329•lebovic•6h ago•127 comments

Unpowered SSDs slowly lose data

https://www.xda-developers.com/your-unpowered-ssd-is-slowly-losing-your-data/
172•amichail•6h ago•73 comments

Shai-Hulud Returns: Over 300 NPM Packages Infected

https://helixguard.ai/blog/malicious-sha1hulud-2025-11-24
862•mrdosija•14h ago•692 comments

Three Years from GPT-3 to Gemini 3

https://www.oneusefulthing.org/p/three-years-from-gpt-3-to-gemini
180•JumpCrisscross•2d ago•104 comments

Cool-retro-term: terminal emulator which mimics look and feel of the old CRTs

https://github.com/Swordfish90/cool-retro-term
158•michalpleban•7h ago•65 comments

Claude Opus 4.5

https://www.anthropic.com/news/claude-opus-4-5
743•adocomplete•6h ago•337 comments

Neopets.com changed my life (2019)

https://annastreetman.com/2019/05/19/how-neopets-com-changed-my-life/
55•bariumbitmap•6d ago•37 comments

Show HN: I built an interactive HN Simulator

https://news.ysimulator.run/news
149•johnsillings•7h ago•84 comments

Moving from OpenBSD to FreeBSD for firewalls

https://utcc.utoronto.ca/~cks/space/blog/sysadmin/OpenBSDToFreeBSDMove
142•zdw•5d ago•69 comments

The Bitter Lesson of LLM Extensions

https://www.sawyerhood.com/blog/llm-extension
79•sawyerjhood•7h ago•37 comments

Random lasers from peanut kernel doped with birch leaf–derived carbon dots

https://www.degruyterbrill.com/document/doi/10.1515/nanoph-2025-0312/html
12•PaulHoule•5d ago•2 comments

Show HN: OCR Arena – A playground for OCR models

https://www.ocrarena.ai/battle
52•kbyatnal•3d ago•16 comments

What OpenAI did when ChatGPT users lost touch with reality

https://www.nytimes.com/2025/11/23/technology/openai-chatgpt-users-risks.html
97•nonprofiteer•19h ago•100 comments

PS5 now costs less than 64GB of DDR5 memory. RAM jumps to $600 due to shortage

https://www.tomshardware.com/pc-components/ddr5/64gb-of-ddr5-memory-now-costs-more-than-an-entire...
262•speckx•6h ago•160 comments

How sea turtles learn locations using Earth’s magnetic field: research

https://uncnews.unc.edu/2025/02/13/sea-turtles-secret-gps-researchers-uncover-how-sea-turtles-lea...
10•hhs•3d ago•1 comments

Chrome Jpegxl Issue Reopened

https://issues.chromium.org/issues/40168998
212•markdog12•13h ago•79 comments

Bytes before FLOPS: your algorithm is (mostly) fine, your data isn't

https://www.bitsdraumar.is/bytes-before-flops/
40•bofersen•1d ago•8 comments

Everything you need to know about hard drive vibration (2016)

https://www.ept.ca/features/everything-need-know-hard-drive-vibration/
22•asdefghyk•4d ago•6 comments

Google's new 'Aluminium OS' project brings Android to PC

https://www.androidauthority.com/aluminium-os-android-for-pcs-3619092/
46•jmsflknr•6h ago•49 comments

TSMC Arizona outage saw fab halt, Apple wafers scrapped

https://www.culpium.com/p/tsmc-arizona-outage-saw-fab-halt
172•speckx•7h ago•66 comments

Corvus Robotics (YC S18): Hiring Head of Mfg/Ops, Next Door to YC Mountain View

1•robot_jackie•8h ago

Mind-reading devices can now predict preconscious thoughts

https://www.nature.com/articles/d41586-025-03714-0
119•srameshc•7h ago•80 comments

Building the largest known Kubernetes cluster

https://cloud.google.com/blog/products/containers-kubernetes/how-we-built-a-130000-node-gke-cluster/
103•TangerineDream•3d ago•64 comments

Inside Rust's std and parking_lot mutexes – who wins?

https://blog.cuongle.dev/p/inside-rusts-std-and-parking-lot-mutexes-who-win
129•signa11•4d ago•55 comments

Launch HN: Karumi (YC F25) – Personalized, agentic product demos

http://karumi.ai/
29•tonilopezmr•6h ago•11 comments

The history of Indian science fiction

https://altermag.com/articles/the-secret-history-of-indian-science-fiction
91•adityaathalye•2d ago•6 comments

Fifty Shades of OOP

https://lesleylai.info/en/fifty_shades_of_oop/
45•todsacerdoti•15h ago•7 comments

You can see a working Quantum Computer in IBM's London office

https://www.ianvisits.co.uk/articles/you-can-see-a-working-quantum-computer-in-ibms-london-office...
36•thinkingemote•2d ago•7 comments

GrapheneOS migrates server infrastructure from France

https://www.privacyguides.org/news/2025/11/22/grapheneos-migrates-server-infrastructure-from-fran...
220•01-_-•6h ago•83 comments
Open in hackernews

Collatz's Ant

https://gbragafibra.github.io/2025/01/08/collatz_ant2.html
102•Fibra•7mo ago

Comments

keepamovin•7mo ago
I love that people are working on this. It's inspiring. Thank you for posting. It's interesting if you post a comment about your process, purpose or idea - and maybe a link to code, etc (even tho it's all linked in the post, HN likes comments & discussion)
pvg•7mo ago
The previous piece previous thread https://news.ycombinator.com/item?id=42479375
cdaringe•7mo ago
I didnt know what i was getting into but i loved it
berlinbrowndev•7mo ago
I love cellular automata projects like this.
1024core•7mo ago
Now if someone could figure out a link between this and Conway's Game of Life...
lapetitejort•7mo ago
I've been fiddling with the Collatz Conjecture off and on for years now. I'm convinced I found a pattern that I haven't been able to find mentioned anywhere. Granted, that could be because I lack the mathematical language needed to search for it.

First, I'm going to use an implicit even step after the odd step, as 3*odd + 1 always equals even. If you look at the path a number takes to its next lowest number, for example 5->8->4, visualize it by just looking at the even and odd steps like so: 5->10, you will see that other numbers follow a similar pattern:

9->10

13->10

17->10

What do these number have in common? They follow the pattern 5 + k(2^n) where n is the number of even steps (with the implicit even step, two in this case).

For another example, look at 7:

7->1110100

Seven even steps, so the next number will be 7 + 2^7 = 135:

135->1110100

I'd love to hear if this has been found and documented somewhere. If not, I have additional ramblings to share.

InfoSecErik•7mo ago
I too have been playing with the conjecture for fun. Your insight is interesting because of the appearance of 2^n, given that that always resolves to 1 for all n.
lapetitejort•7mo ago
I ran some calculations looking to see if there were patterns to the next lowest number (call that number x) and could not quickly find any. So even if 7 + k*2^n follows a predicable path to its next lowest number, that number is not currently predictable.

Of course, if you can identify which n satisfies the equation x = s + k*2^n for some value of n and some "base" value s (7 is the base value in the previous example), you can predict the path of that number.

As an example, take 7 + 4*2*7 = 519. Its next lowest number is 329. 329 = 5 + 81*2^2. So for 329, s=5, k=81, n=2. So we know 329 will only take two steps to reach 247.

kr99x•7mo ago
In my phrasing, 128k + 7 -> 81k + 5 for all positive integers k.

Pick a power of 3 n to be the coefficient for k on the right/reduced side, and then the left side will have at least one valid reducing form with coefficient power of 2 f(n) = ⌊n·log2(3)⌋+1. If there is more than one, they will have different constants. Each multiplication immediately has a division (you already got this part), and there must be a final division which is not immediately preceded by a multiplication because (3x + 1)/2 > x for all positive integers (that is, if you multiply once and then divide once, you will always be larger than just before those two things, so an "extra" division is needed to reduce). This means that there must always be at least one less multiplication than division, so the initial condition is one division and zero multiplications - the even case with n = 0. Then for n = 1 you need 2 divisions, which works because 2^2 > 3^1. Then for n = 2 you need 4 divisions, because 2^3 < 3^2 so 3 divisions is not enough. This is where f(n) comes in, to give you the next power of 2 to use/division count for a given n. When you do skip a power of 2, where f(n) jumps, you get an "extra" division, so at 16k + 3 -> 9k + 2 you are no longer "locked in" to only the one form, because there is now an "extra" division which could occur at any point in the sequence...

Except it can't, because you can't begin a reducing sequence with the complete form of a prior reducing sequence, or else it would "already reduce" before you finish operating on it, and it so happens that there's only one non-repeating option at n=2.

At n = 0, you just get D (division). At n = 1, you have an unsplittable M (multiply) D pair MD and an extra D. The extra D has to go at the end, so your only option is MDD. At n = 2, you appear to have three options for arranging your MD MD D and D: DMDMDD, MDDMDD, and MDMDDD. But DMDMDD starts with D so isn't valid, and MDDMDD starts with MDD so also isn't valid, leaving just MDMDDD.

At n = 3 there are finally 2 valid forms, 32k + 11 -> 27k + 10 and 32k + 23 -> 27k + 20, and you can trace the MD patterns yourself if you like by following from the k = 0 case.

The constants don't even actually matter to the approach. If there are enough 2^x k - > 3^y k forms when n goes off to infinity, which it sure looks like there are though I never proved my infinite sum converged, you have density 1 (which isn't enough to prove all numbers reduce) and this angle can't do any better.

gregschlom•7mo ago
You lost me here: "visualize it by just looking at the even and odd steps like so: 5->10"

Where does the 10 come from?

skulk•7mo ago
5 is odd, so that's where the 1 comes from

8 ((5*3+1)/2) is even, so that's where the 0 comes from

4 (8/2) is the end.

lapetitejort•7mo ago
That is correct. I use pseudo-binary to represent the steps the number takes. Simply counting the number of steps is enough to get n, as all steps will have an implicit or explicit even step.
kr99x•7mo ago
I've been down that road, and it's unfortunately a dead end. You can generate an infinite number of reducing forms, each of which itself covers an infinite number of integers, like 4k + 5 → 3k + 4. Each one covers a fraction of the integers 1/(2^x) where x is the number of division steps in its reducing sequence (and the right hand side is always 3^y where y is the number of multiplying steps). You can't just make 1/2 + 1/4 + 1/8 and so on though (the easy path to full coverage) because sometimes the power of 3 overwhelms the power of 2. There is no 8k → 9k form, because that's not a reduction for all k, so you instead have to go with 16k → 9k. This leaves a "gap" in the coverage, 1/2 + 1/4 + 1/16th. Fortunately, when this happens, you start to be able to make multiple classes for the same x and y pair and "catch up" some, though slower. As an amateur I wrote a whole bunch about this only to eventually discover it doesn't matter - even if you reach 1/1th of the integers by generating these classes out to infinity, it doesn't work. An infinite set of density 1 implies a complementary set of density 0, but a set of density 0 doesn't have to be empty! There can still be finitely many non-reducing numbers which are not in any class, allowing for alternate cycles - you would only eliminate infinite growth as a disproof option.

Mind you, it's almost certain Collatz is true (generating these classes out to 3^20 nets you just over 99% coverage, and by 3^255 you get 99.9999999%) but this approach doesn't work to PROVE it.

prezjordan•7mo ago
Potentially useful to you: https://en.wikipedia.org/wiki/Collatz_conjecture#As_a_parity...
genewitch•7mo ago
If you search sequentially, or start from the highest known failed number, you can also short circuit every even number you start on, as well as any number that goes below the start number. My code it requires copies of huge numbers, but I barely understand why the conjecture is special.

Anyhow I wrote a single-threaded collatz "benchmark" that does this using bigint and its hilarious to run it up around 127 bit numbers, inlet it run for 3 or 4 days and it never finished the first number it was given.

My github has a Java and Python version that should produce identical output. Collatz-gene or so.

standardly•7mo ago
The conjecture holds up through 2^68. Can't we just call it there? Lol I'm obviously being obtuse, but really is there some reason to think there would be an exception at sufficiently large integers? It's hard to even imagine that one wouldn't.

edit: I'm in way over my head. Disregard me :)

WhitneyLand•7mo ago
It’s a fair question. Two things:

1. It does happen. These conjectures can fall apart after seeming like a lock: https://en.m.wikipedia.org/wiki/Mertens_conjecture

2. Even if it is true, the process of proving can yield interesting insights.

standardly•7mo ago
That's pretty mind-blowing. Hey thanks for replying. Mathematics is a tough subject to take interest in as a layman, but I still enjoy it for some reason.