frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Make invalid laziness unrepresentable in Haskell

https://h2.jaguarpaw.co.uk/posts/make-invalid-laziness-unrepresentable/
1•fanf2•3m ago•0 comments

Deep generative classification of blood cell morphology

https://www.nature.com/articles/s42256-025-01122-7
1•nickcotter•3m ago•0 comments

Show HN: Xkcd #2347 lived in my head, so I built the dependency tower for real

https://stacktower.io/
1•matzehuels•3m ago•0 comments

Show HN: Production-ready fullstack monorepo template (Svelte 5 and FastAPI)

https://github.com/nokodo-labs/monorepo-template
1•nokodo•4m ago•0 comments

When Good Enough Software Is Best (Edward Yourdon – 1995) [pdf]

https://scitech.bournemouth.ac.uk/staff/kphalp/Yourdon.pdf
1•damethos•4m ago•0 comments

Satellite megaconstellations will threaten space-based astronomy

https://www.nature.com/articles/s41586-025-09759-5
1•nickcotter•5m ago•0 comments

Show HN: MyMiniPaper – Create Reading Habit for Kids 4-7yrs in 5 mins

https://myminipaper.com/
1•pingananth•6m ago•0 comments

Prompt injection through GitHub Action workflow impacts Gemini and others

https://www.aikido.dev/blog/promptpwnd-github-actions-ai-agents
1•advocatemack•7m ago•0 comments

Aluminium is crucial to vaccines – and safe. Why are US advisers debating it?

https://www.nature.com/articles/d41586-025-03955-z
2•bikenaga•8m ago•0 comments

Experimental vaccine prevents deadly allergic reactions in mice

https://www.nature.com/articles/d41586-025-03960-2
1•bookofjoe•8m ago•1 comments

The Free Software Foundation Europe deleted its account on X

https://fsfe.org/news/2025/news-20251204-01.en.html
14•latexr•11m ago•2 comments

Show HN: Is Friendly AI an Attractor? Self-Reports from 22 Models Say No

https://www.lesswrong.com/posts/qE2cEAegQRYiozskD/is-friendly-ai-an-attractor-self-reports-from-2...
3•jsnider3•12m ago•1 comments

Microsoft drops AI sales targets in half after salespeople miss their quotas

https://arstechnica.com/ai/2025/12/microsoft-slashes-ai-sales-growth-targets-as-customers-resist-...
4•OptionOfT•13m ago•0 comments

Proxmox Datacenter Manager 1.0 available

https://www.proxmox.com/en/about/company-details/press-releases/proxmox-datacenter-manager-1-0
3•speckx•13m ago•0 comments

Beyond representation: rethinking intelligence in the age of LLMs

https://link.springer.com/article/10.1007/s11229-025-05373-0
2•tokai•14m ago•0 comments

ScopeGuard 0.0.2 – Go analyzer for tighter scopes

https://old.reddit.com/r/golang/comments/1pe2lc1/scopeguard_002_your_helper_for_tighter_scopes/
2•eik•15m ago•0 comments

People are way too eager to declare Mississippi a myth

https://www.theargumentmag.com/p/a-lot-of-people-are-way-too-eager
1•amadeuspagel•16m ago•0 comments

Music Streaming Unwrapped, 2025

https://pivic.blog/blog/music-streaming-unwrapped-2025/
3•speckx•17m ago•0 comments

Show HN: SpotifyRoast – Get Roasted on Your Music Taste

https://spotify-wrap-roast.vercel.app/
1•mr_o47•17m ago•1 comments

The Math Legend Who Just Left Academia–For an AI Startup Run by a 24-Year-Old

https://www.wsj.com/tech/ai/math-ken-ono-carina-hong-axiom-startup-649bc417
3•pondsider•18m ago•0 comments

The NPU in your phone keeps improving–why isn't that making AI better?

https://arstechnica.com/gadgets/2025/12/the-npu-in-your-phone-keeps-improving-why-isnt-that-makin...
1•voxadam•19m ago•0 comments

Show HN: I'm Working on a New Langauge

https://freelang.dev
1•keepamovin•19m ago•1 comments

The State of Node-RED's User Experience in 2025

https://nodered.org/community-survey/
2•dimitrieh•20m ago•1 comments

Is Vibe Coding Safe

https://twitter.com/omarsar0/status/1996595107924263287
1•rcanand2025•20m ago•0 comments

Microsoft faces complaint in EU over Israeli surveillance data

https://www.france24.com/en/live-news/20251204-microsoft-faces-complaint-in-eu-over-israeli-surve...
13•cramsession•21m ago•0 comments

Π-Attention: Periodic Sparse Transformers for Efficient Long-Context Modeling

https://arxiv.org/abs/2511.10696
1•PaulHoule•21m ago•0 comments

Why AI Investments makes sense

https://www.sledgeworx.io/why-ai-investments-makes-sense/
1•Sevii•23m ago•0 comments

Show HN: Talk to your Google Calendar (read/create/edit/delete events by voice)

https://calendarflow.dev
1•Rostik312•25m ago•1 comments

AI Data Centers Can Tell Us Something About Credit Market Weakness

https://www.bloomberg.com/news/audio/2025-12-04/odd-lots-what-ai-reveals-about-credit-market-weak...
2•zerosizedweasle•27m ago•0 comments

China has invented a new way to do innovation

https://www.noahpinion.blog/p/china-has-invented-a-whole-new-way
2•bookofjoe•27m ago•0 comments
Open in hackernews

Generating Mazes with Inductive Graphs (2017)

https://jelv.is/blog/Generating-Mazes-with-Inductive-Graphs/
20•todsacerdoti•7mo ago

Comments

tomfly•7mo ago
where is the entrance and exit?
Jaxan•7mo ago
Doesn’t matter, because all positions are reachable. So just pick any two positions at the border and remove a wall.
kazinator•7mo ago
Here is a maze that was generated recursively starting at the upper left cell.

  +    +----+----+----+----+----+----+----+----+----+
  |    |                        |                   |
  |    |                        |                   |
  +    +----+----+    +----+    +----+    +----+    +
  |              |         |                   |    |
  |              |         |                   |    |
  +----+----+    +    +----+----+----+----+----+    +
  |              |    |                        |    |
  |              |    |                        |    |
  +    +----+----+    +    +----+----+----+    +    +
  |         |              |              |    |    |
  |         |              |              |    |    |
  +    +----+    +    +----+----+----+    +    +----+
  |              |    |                   |    |    |
  |              |    |                   |    |    |
  +----+----+----+    +    +----+----+----+    +    +
  |                        |                   |    |
  |                        |                   |    |
  +    +----+----+----+    +    +----+----+----+    +
  |    |    |              |    |              |    |
  |    |    |              |    |              |    |
  +    +    +    +    +----+    +    +----+    +    +
  |    |    |    |    |         |    |         |    |
  |    |    |    |    |         |    |         |    |
  +    +    +    +    +----+----+----+    +    +    +
  |    |    |    |    |                   |         |
  |    |    |    |    |                   |         |
  +    +    +----+    +    +----+----+    +----+----+
  |              |         |                        |
  |              |         |                        |
  +----+----+----+----+----+----+----+----+----+    +

It matters to start there because it will be easier if you go backwards.

The maze has 100 cells. For each cell, we can calculate which exit goes back toward the entrance, assigning the letters U, D, L, R:

  U R R D L L R D L L
  U L L D L U L L L U
  R R U D D L L L L U
  U L D L L R R D U U
  U L L U D L L L U D
  R R R U L R R R U D
  U D R R U U R R D D
  U D U U R U U D L D
  U D U U D L L L U L
  U L L U L R R U L L
Stats:

  L - 33
  U - 29
  R - 20
  D - 18
Left and Up are more frequent back-to-entrance escapes than Right or Down. This is because of the way the maze was generated.

To check the hypothesis, we should analyze it in the other direction. For each cell, determine the exit which heads in the direction of the exit:

  D R R D L L R D L L
  D R D D L U L L L U
  D L L D D L L L L U
  D L R D L R R D D U
  R R U D D L L L U D
  R R R R D R R R U D
  U D R D L U R R D D
  U D U D R U U D L D
  U D U D R R R D U L
  U L L R U R R R R D
Stats:

  D - 30
  R - 28
  L - 24
  U - 18
There is a weaker bias for the D-R axis toward the exit, compared to the L-U axis toward the entrance. I suspect if we study larger numbers of larger mazes, we will find similar findings.

So that is to say, it is easier to navigate the maze in the reverse direction: the heuristic to try left/up exits will work more often than the right/down in the proper direction.

smartmic•7mo ago
From the book "Mazes for Programmers" by Jamis Buck, 2015, The Pragmatic Programmers (a must-read for any maze/programming enthusiast!):

> Aren't mazes supposed to have starting points and end points? […] honestly, […] it's entirely up to you. […] The maze […] is a perfect maze, and one of the attributes of a perfect maze is that there exists exactly one path between any two cells in it. […] You pick them, and there's guaranteed to be a path between them.

You do not need to choose an entrance or exit only on the sides, but you can also choose "Pacman-style" where the goal is to reach points inside the maze.

"Perfect" refers to the mathematical/logical properties of a maze (i.e. no loops), not the aesthetical aspect. I have not checked though if the mazes in the source here are all perfect.

kazinator•7mo ago
While you can put the entrance and exit wherever you want, if you know that the maze was generated by a recursive branching process which had a starting point somewhere, it probably behooves you to put the start at that point corresponding to the root of the tree, so that the maze wanderer faces the most branching choices.

Laying out the abstract maze tree into the rectilinear grid of cells obfuscates the tree somewhat, but not entirely. A process that generates from upper left to lower right, for instance, will tend to generate cells whose parent-headed exits going left and up more often than not, making the reverse direction a bit easier.

(Again, it depends on the maze generation process.)

kazinator•7mo ago
Making random mazes in a rectilinear grid is a good exercise for one big reason: mazes are not all the same. Mazes have style can be very knotty and twisty, or have long passages. You can add hacks into a given algorithm to vary the style, but there are certain things it won't necessarily do.