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AI is forcing us to pay off 40 years of technical debt

https://spectrum.ieee.org/ai-in-cybersecurity-php2shell-vulnerability
132•pseudolus•57m ago•45 comments

Nvidia RTX Spark encrypted firmware slows inference speed to 35% on Linux

https://www.mindstudio.ai/blog/linux-nvidia-rtx-spark-laptop
178•novaRom•4h ago•94 comments

Verification Is Not Knowledge: Science needs more than answers

https://blog.cosmos-institute.org/p/verification-is-not-knowledge
85•ersinesen•3h ago•44 comments

Incident with Pull Requests, Git Operations and Issues

https://www.githubstatus.com/incidents/smtdswd1h2w4
113•kevcampb•2h ago•54 comments

Kitty 0.50

https://sw.kovidgoyal.net/kitty/changelog/#
205•porridgeraisin•3h ago•123 comments

A map of 5000+ midterm ads

https://admap.org/
12•Eden09•31m ago•1 comments

Tell HN: Gemini trains on chat history, even for subscribers (personal accounts)

120•jameslk•2h ago•40 comments

Jelly Sheet

https://mrdoob.github.io/codevember-2026/01/
299•memalign•9h ago•76 comments

Hackers hit French national blood bank

https://www.telegraph.co.uk/world-news/2026/11/04/hackers-hit-french-blood-bank/
33•blaze33•41m ago•24 comments

Jailbreaking my car's navigation system just so I can change the time

https://blog.nns.ee/2026/11/02/renault-hack/
869•xx_ns•1d ago•327 comments

The lost malloc()

https://napcakes.nekoweb.org/posts/malloc/
75•matt_d•5h ago•21 comments

Stringman, an $800 open-source room scale gripper robot

https://neufangled.com/
645•nharada•20h ago•208 comments

Geoffrey Hinton: it might turn out we were better off without AI

https://www.theguardian.com/uk-news/2026/nov/03/ai-godfather-geoffrey-hinton-better-off-without-ai
99•alkyon•2h ago•59 comments

The Internals of PostgreSQL

https://www.interdb.jp/pg/index.html
306•ibobev•14h ago•24 comments

Distinct cellular and genetic differences in colorectal cancer in young patients

https://www.dana-farber.org/newsroom/news-releases/2026/study-reveals-distinct-cellular-and-genet...
87•gmays•9h ago•29 comments

C++26 Disapproved

https://andreasfertig.com/blog/2026/11/cpp26-dis-failed-how-does-cpp-survive/
339•thatxliner•12h ago•231 comments

Show HN: Uncracked City, detective game where you question LLM suspects that lie

https://uncracked.city
83•passkey1510•15h ago•42 comments

Show HN: HackerTV – HN's most-recommended Youtube videos as 24/7 TV channels

https://hackertv.org
363•dsalzman•1d ago•69 comments

Giant canyon on Mars is still tectonically active

https://lamont.columbia.edu/news/giant-canyon-mars-still-tectonically-active-today
105•gmays•11h ago•17 comments

Fujifilm to boost tape production 5x as AI fuels archiving demand

https://arstechnica.com/gadgets/2026/10/fujifilm-to-boost-tape-production-5x-as-ai-fuels-archivin...
493•bookofjoe•1d ago•209 comments

Japan's Jimi 'Mundane' Halloween Costumes of 2026

https://spoon-tamago.com/japan-jimi-mundane-halloween-costumes-2026/
203•zdw•2d ago•33 comments

Synaptics Appears to Use Legal Threats to Block Open-Source DisplayLink Driver

https://www.phoronix.com/news/Synaptics-Blocks-Vino-Driver
26•snvzz•1h ago•2 comments

Qwen 3.8 27B on my laptop can interpret model weights, too

https://simonwillison.net/2026/Nov/3/qwen-can-interpret-model-weights/
658•theanonymousone•19h ago•193 comments

Arrows to arrows, categories to queries (2025)

https://reasonablypolymorphic.com/blog/arrows-to-arrows/
61•firstbase•9h ago•2 comments

How I use AI (Oct 2026)

https://ben.stolovitz.com/posts/how-use-ai-oct-2026/
196•citelao•18h ago•234 comments

Postman silently auto-installs AI plugins and attempts to share all API data

https://github.com/postmanlabs/postman-app-support/issues/14370
1350•sidgarimella•19h ago•454 comments

Safari introduces Adaptive Dark Mode in 27.3

https://webkit.org/blog/18541/introducing-adaptive-dark-mode/
457•paddingtone•15h ago•237 comments

There is no posttraining data commons

https://openathena.ai/blog/there-is-no-posttraining-data-commons/
87•lukasschwab•22h ago•24 comments

We're training a Figma-fluent editing model

https://www.figma.com/blog/training-a-figma-fluent-editing-model/
131•gmays•3d ago•57 comments

Milkman – The Better Alternative to Postman

https://milkman.dev/
52•jplunien•3h ago•57 comments
Open in hackernews

Generating Mazes with Inductive Graphs (2017)

https://jelv.is/blog/Generating-Mazes-with-Inductive-Graphs/
20•todsacerdoti•1y ago

Comments

tomfly•1y ago
where is the entrance and exit?
Jaxan•1y ago
Doesn’t matter, because all positions are reachable. So just pick any two positions at the border and remove a wall.
kazinator•1y 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•1y 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•1y 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•1y 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.