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Built a Compiler from Scratch for Agent Swarms

https://spinozalabs.ai/software
1•Krissh_C•26s ago•0 comments

Novo Nordisk, Eli Lilly Report GLP-1 Signals of Slowed Biological Aging at ARDD

https://trial.medpath.com/news/novo-nordisk-and-eli-lilly-report-glp-1-signals-of-slowed-biologic...
1•hnburnsy•54s ago•0 comments

Letter from Paris – A status check on the French and American left

https://www.lemonde.fr/en/m-le-mag/article/2026/10/19/letter-from-paris-a-status-check-on-the-fre...
1•donsupreme•4m ago•0 comments

Elizabeth Holmes doc 'You Can See Everything' Nets $15M in opening weekend

https://www.hollywoodreporter.com/movies/movie-news/street-fighter-box-office-you-can-see-everyth...
1•nephihaha•4m ago•0 comments

AI experts to school Congress wanted

https://www.politico.com/live-updates/2026/10/19/congress/what-were-watching-01125931
2•Animats•7m ago•0 comments

What Is the Karakoram Anomaly?

https://nsidc.org/learn/ask-scientist/karakoram-anomaly-it-real
2•thunderbong•8m ago•0 comments

The United States of Israel [video]

https://www.youtube.com/watch?v=_ptPuYVfNUM
2•pocksuppet•9m ago•0 comments

How Did Life Arise? Three Turning Points in Early Evolution

https://www.nytimes.com/2026/10/19/science/evolution-life-earth.html
2•mooreds•13m ago•0 comments

Show HN: Lights-on software factory boilerplate for Claude Code

https://github.com/gojko/lights-on-software-factory
2•gojkoa•13m ago•0 comments

Found archive.today debug dump glitch

https://nonograph.com/interesting-archivetoday-bug-10-20-2026
4•writtenone•16m ago•4 comments

Anyone migrate off Google Voice?

3•thomas536•20m ago•0 comments

Andreessen Horowitz lays off majority of portfolio recruiting team

https://www.msn.com/en-us/news/other/scoop-andreessen-horowitz-lays-off-majority-of-portfolio-rec...
6•mooreds•21m ago•0 comments

Developing Taste

https://emilkowal.ski/ui/developing-taste
2•cat-whisperer•23m ago•0 comments

Sourcey's open startup-credit registry: twelve dated records with provenance

https://sourcey.com/startup-credits
2•asporeteam•24m ago•0 comments

Ask HN: Dark mode for HN please? (2026)

4•Stitch4223•26m ago•2 comments

Back to school for a new ABC [pdf]

https://www.researchgate.net/publication/243648836_Back_to_school_for_a_brand_new_ABC
2•jgalego•26m ago•0 comments

Show HN: A legal assistant that refuses to cite law it can't verify

https://ailegal.legal/
2•vnutrivas•26m ago•0 comments

Show HN: Self-hosted AI spend attribution

https://demo.costura.ai/overview
3•0set0set•27m ago•0 comments

Self-hosted AI spend attribution

https://github.com/CosturaAI/costura
3•cauebraz•31m ago•0 comments

The Land Within Us: How People Shape the Earth–and Are Shaped in Return

https://worldsensorium.com/the-land-within-us/
2•dnetesn•32m ago•0 comments

It Could Be Otherwise: Science in the Age of Uncertainty

https://blue-continuum.com/it-could-have-been-otherwise
3•dnetesn•33m ago•1 comments

Foreigners in CA arrested, charged with fraudulently registering/voting in US [video]

https://www.youtube.com/watch?v=jJ96lu5fmbA
3•shinryudbz•39m ago•1 comments

Evals for 3D CAD

https://www.emergentmind.com/papers/2605.28579
5•kalabrium•41m ago•0 comments

Lula supporters protest against Meta to denounce its 'electoral interference'

https://efe.com/english/latest-news/2026-10-20/lula-supporters-protest-against-meta-to-denounce-i...
32•jumpocelot•42m ago•2 comments

SeditionDAW: A free, browser based Ableton alternative

https://seditiondaw.com/
2•joanwestenberg•43m ago•0 comments

Investors temper Anthropic IPO valuation expectations over growth slowdown

https://www.reuters.com/business/finance/investors-temper-anthropic-ipo-valuation-expectations-ov...
5•xqcgrek2•46m ago•0 comments

Google's selfie video sign-in puts your face on its servers

https://proton.me/blog/google-selfie-video
7•jethronethro•54m ago•0 comments

OBSD 8

https://cdn.openbsd.org/pub/OpenBSD/8.0/ANNOUNCEMENT
3•cacilds•54m ago•0 comments

Vortex Code: one prompt, an AI software team that ships

https://spinozalabs.ai/news/introducing-vortex-code
3•Krissh_C•54m ago•0 comments

Show HN: Resourcedeck, free and open source resource and portfolio planning

https://resourcedeck.app/
2•Gshaheen•56m ago•0 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.