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Agents for financial services and insurance

https://www.anthropic.com/news/finance-agents
44•louiereederson•1h ago•20 comments

Three Inverse Laws of AI

https://susam.net/inverse-laws-of-robotics.html
32•blenderob•43m ago•4 comments

iOS 27 is adding a 'Create a Pass' button to Apple Wallet

https://walletwallet.alen.ro/blog/ios-27-wallet-create-pass/
238•alentodorov•3h ago•193 comments

Yet Another GitHub Incident

https://www.githubstatus.com/incidents/1j40g94rn22j
25•pera•1h ago•6 comments

Async Rust never left the MVP state

https://tweedegolf.nl/en/blog/237/async-rust-never-left-the-mvp-state
342•pjmlp•8h ago•181 comments

Should I Run Plain Docker Compose in Production in 2026?

https://distr.sh/blog/running-docker-in-production/
218•pmig•5d ago•172 comments

Simple Meta-Harness on Islo.dev

https://zozo123.github.io/meta-harness-on-islo-page/
29•zozo123-IB•2h ago•13 comments

When everyone has AI and the company still learns nothing

https://www.robert-glaser.de/when-everyone-has-ai-and-the-company-still-learns-nothing/
171•youngbrioche•6h ago•104 comments

Docker 29 has changed its default image store for new installs

https://docs.docker.com/engine/storage/containerd
57•neitsab•3d ago•31 comments

Show HN: Airbyte Agents – context for agents across multiple data sources

22•mtricot•1h ago•3 comments

Bun is being ported from Zig to Rust

https://github.com/oven-sh/bun/commit/46d3bc29f270fa881dd5730ef1549e88407701a5
673•SergeAx•15h ago•482 comments

AI didn't delete your database, you did

https://idiallo.com/blog/ai-didnt-delete-your-database-you-did
283•Brajeshwar•2h ago•130 comments

It's official: Utah is the U.S. state closest to banning VPNs

https://tech.yahoo.com/vpn/article/its-official-utah-is-the-us-state-closest-to-banning-vpns-1535...
57•giantg2•1h ago•29 comments

AI Product Graveyard

https://tooldirectory.ai/ai-graveyard
165•StriverGuy•3h ago•71 comments

Empty Screenings – Finds AMC movie screenings with few or no tickets sold

https://walzr.com/empty-screenings
256•MrBuddyCasino•11h ago•214 comments

The first photo published in a newspaper

https://phsne.org/the-first-photograph-published-in-a-newspaper-1848/
21•geuis•2d ago•2 comments

Comparing the Z80 and 6502 to Their Relatives

https://bumbershootsoft.wordpress.com/2026/05/02/comparing-the-z80-and-6502-to-their-relatives/
33•ibobev•2d ago•0 comments

Google Chrome silently installs a 4 GB AI model on your device without consent

https://www.thatprivacyguy.com/blog/chrome-silent-nano-install/
718•john-doe•8h ago•529 comments

Lessons for Agentic Coding: What should we do when code is cheap?

https://www.dbreunig.com/2026/05/04/10-lessons-for-agentic-coding.html
166•ingve•9h ago•165 comments

Show HN: I built a new word game, Wordtrak

https://wordtrak.com/blog/2026-05-05-I-built-a-new-word-game
37•qrush•3h ago•20 comments

Hand Drawn QR Codes (2025)

https://sethmlarson.dev/hand-drawn-qr-codes
178•jollyjerry•12h ago•32 comments

sRGB profile comparison

https://ninedegreesbelow.com/photography/srgb-profile-comparison.html
42•Retr0id•3d ago•9 comments

Show HN: A Mutating Webhook to automatically strip PII from K8s logs

https://github.com/aragossa/pii-shield
8•aragoss•1h ago•2 comments

How OpenAI delivers low-latency voice AI at scale

https://openai.com/index/delivering-low-latency-voice-ai-at-scale/
461•Sean-Der•20h ago•136 comments

The fun has been optimized out of the Internet

https://muddy.jprs.me/posts/2026-05-03-the-best-is-over/
238•jprs•1h ago•170 comments

Farewell to a Giant of Botany

https://nautil.us/farewell-to-a-giant-of-botany-1280409
77•Brajeshwar•2d ago•5 comments

CVE-2026-31431: Copy Fail vs. rootless containers

https://www.dragonsreach.it/2026/05/04/cve-2026-31431-copy-fail-rootless-containers/
159•averi•12h ago•86 comments

Mouse Pointer as a Mere Mortal

https://unsung.aresluna.org/mouse-pointer-as-a-mere-mortal/
73•zdw•2d ago•29 comments

Agent Skills

https://addyosmani.com/blog/agent-skills/
339•BOOSTERHIDROGEN•18h ago•166 comments

Train Your Own LLM from Scratch

https://github.com/angelos-p/llm-from-scratch
380•kristianpaul•12h ago•43 comments
Open in hackernews

Collatz's Ant

https://gbragafibra.github.io/2025/01/08/collatz_ant2.html
102•Fibra•1y ago

Comments

keepamovin•1y 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•1y ago
The previous piece previous thread https://news.ycombinator.com/item?id=42479375
cdaringe•1y ago
I didnt know what i was getting into but i loved it
berlinbrowndev•1y ago
I love cellular automata projects like this.
1024core•1y ago
Now if someone could figure out a link between this and Conway's Game of Life...
lapetitejort•1y 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•1y 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•1y 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•1y 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•1y 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•1y 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•1y 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•1y 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•1y ago
Potentially useful to you: https://en.wikipedia.org/wiki/Collatz_conjecture#As_a_parity...
genewitch•1y 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•1y 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•1y 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•1y 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.