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Neural Net Flies Navigate through a maze

Details

External ID
46411683
Source
HN
Company
—
Product
Neural Net Flies Navigate through a maze
Website domain
claude.ai
Launched
Dec. 28, 2025
Cohort
—
Upvotes
14
Upvotes percentile
0.5868320610687023
Tags
—
Fetched at
Sept. 7, 2026, 9:25 p.m.
Updated at
Sept. 7, 2026, 9:25 p.m.

Description

In this simulation, flies are controlled by a neural network. You can adjust the hyperparameters. There's a maze mode, in which flies have to avoid some obstacles. I think the effect is pretty cool. What do you think?updated link:https://claude.ai/public/artifacts/5f7017c8-98fb-4d89-a32c-1...

Enrichment

Theme
fruit fly connectome applications
Vertical
Horizontal
Function
Dev tools
Audience
Developer
AI stance
Not AI
Project type
Hobby / open-source project
Normalized one-liner
neural network maze navigation demo
Manually corrected
False

Could you build this?

Yes This is a simple browser-based simulation (literally shared as a Claude Artifact) with a basic neural net steering agents through obstacles on a canvas.

Discussion

5 comments analyzed.

Concerns raised: Flies get stuck in local optima, unable to navigate maze despite 2k+ generations, Fitness function allows flies to avoid maze by going straight up instead of entering, Mobile display issue - food not visible on phone, Complicated maze variants fail to solve with available hyperparameters

Feature requests: Landscape mode support, Mobile-responsive UI for visibility

Competitors

Other products that read as similar to this one — 64 launches clear the similarity bar, closest 8 shown.

Attention rank: #38 of 65 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Looks like the first mover among its competitors.

Other launches for this product

Same idea, different domain

Nobody's really built a dev tools tool for Sales yet.