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A Self-Pruning Transformer: Extreme KV-Cache Compression w/Universal Attention

https://arxiv.org/abs/2610.09051
1•matt_d•1m ago•0 comments

New site for AI math problems

https://erdosproblems.ai
1•NatalieTrono•4m ago•0 comments

Should your toaster be able to refuse to make you toast?

https://blog.pascalschuster.de/article/on-model-welfare-and-usage-policies
1•thepasch•4m ago•0 comments

Inspect Your Model Training

https://github.com/ahmadmustafaanis/tvis
1•ahmadanis1234•5m ago•0 comments

Shipping Container Sized Whales: Scientists are unsure how many exist

https://www.discoverwildlife.com/animal-facts/marine-animals/omuras-whale-feeding-raja-ampat
1•bigwheels•7m ago•0 comments

Bitmaps in the Linux Kernel

https://0xax.dev/books/linux-inside/linux-datastructures-2
1•matt_d•7m ago•0 comments

Why Capitalism Is Doomed According to Joseph A. Schumpeter

https://jonasanksher.substack.com/p/why-capitalism-is-doomed
1•paulpauper•8m ago•0 comments

When the White Collars Feel Threatened – A Reply to Terence Tao

https://komando1.substack.com/p/when-the-white-collars-feel-threatened
2•paulpauper•8m ago•0 comments

AI and the Death of the Author

https://thedeepdish.substack.com/p/ai-and-the-death-of-the-author
1•paulpauper•8m ago•0 comments

Show HN: Page.json – An open standard for representing UI

https://wuwei.us/pages/page-json
1•laybak•10m ago•0 comments

Pentagon to execute convicted Fort Hood mass shooter Nidal Hasan by firing squad

https://abcnews.com/US/pentagon-execute-convicted-fort-hood-mass-shooter-nidal/story?id=137019865
1•embedding-shape•10m ago•1 comments

Equality Saturation: An "Incomplete" Project

https://blog.sigplan.org/2026/10/01/equality-saturation-an-incomplete-project/
1•matt_d•11m ago•0 comments

https://surf-alert.net - Simplified Surf Forecasts

1•rmarques7•12m ago•0 comments

Planning system ensures a robot's flight path will remain collision-free

https://news.mit.edu/2026/planning-system-ensures-robots-flight-path-will-remain-collision-free-1007
1•gmays•13m ago•0 comments

Firmus pulls IPO amid investor doubt about datacentre company

https://www.theguardian.com/australia-news/2026/oct/09/firmus-pulls-asx-float-datacentre-investor...
1•aussieguy1234•13m ago•0 comments

AI and Chiral Fermions

https://www.math.columbia.edu/~woit/wordpress/?p=15915
1•jjgreen•15m ago•0 comments

Apple will reportedly debut its first touchscreen MacBook in three weeks

https://www.theverge.com/tech/1008422/apple-macbook-pro-touchscreen-ipad-mini-rumor
1•tolugenius•15m ago•0 comments

Why 'vertical farming' is not a fix for our food system

https://theconversation.com/why-vertical-farming-is-not-a-fix-for-our-food-system-293201
1•rdmuser•18m ago•0 comments

A quiet pixel-art city where strangers listen to music together

https://roomcity.live/
1•louislefebvreqc•19m ago•0 comments

Data needs its DevOps moment

https://render.com/blog/data-needs-its-devops-moment
2•dm03514•21m ago•1 comments

Fort Hood attacker's execution by firing squad will be livestreamed

https://www.bbc.com/news/articles/cmy0r96xygx6o
5•mo7061•21m ago•2 comments

Load TBs into Postgres in Minutes

https://www.databricks.com/blog/load-terabytes-data-minutes-lakebase-postgres
1•moonikakiss•23m ago•0 comments

Bevy 0.20

https://bevy.org/news/bevy-0-20/
2•Philpax•25m ago•0 comments

Show HN: Wick, a daily word game where you guess by meaning, not spelling

https://guesswick.com/
1•jpage2•26m ago•1 comments

Lego Mindstorms' future predictions from 1998

https://www.youtube.com/playlist?list=PL6Tt4uBL-6Pw7kGiKjSDds7A3xhxOG2hq&si=ztOhEYq6JK3-V68Q
2•soundworlds•27m ago•0 comments

The Subreddit Where Men Share Their Dinners–and Their Most Intimate Feelings

https://www.gq.com/story/boydinnerdiaries-subreddit-community
1•rdmuser•28m ago•0 comments

Top Reasons AI Will Never Become Superintelligence: Won't Destroy nor Save Us

https://www.wmbriggs.com/post/62236/
3•B1FF_PSUVM•29m ago•0 comments

ICE Emails Discuss Using Palantir-Supported Tool to Investigate Voter Fraud

https://www.wired.com/story/ice-emails-discuss-using-palantir-supported-tool-to-investigate-voter...
2•mikelgan•31m ago•0 comments

Scientists invent new kind of clock

https://www.the-independent.com/tech/clock-new-atomic-nuclear-time-b3062910.html
1•gmays•32m ago•0 comments

'Breathtaking,' 'Devastating': Mathematics Reels After New OpenAI Release

https://www.nytimes.com/2026/10/08/science/mathematicians-respond-openai-release.html
2•furcyd•32m ago•0 comments
Open in hackernews

Show HN: GeniusPlants – AI-Powered Gardening Assistant

https://www.geniusplants.com/
1•eibrahim•1y ago
I built GeniusPlants, an AI-powered gardening assistant that uses LLMs to solve practical gardening challenges. The app provides personalized plant recommendations based on your garden conditions, generates optimal garden layouts, and creates customized care plans.

Technical stack:

- Next.js (App Router) with TypeScript and Tailwind CSS - OpenAI GPT-4o-mini for plant recommendations and care plans - Prisma ORM with PostgreSQL for data management - Zustand for state management - Auth.js for authentication

Instead of maintaining a traditional plant database, I implemented a pure AI approach with structured prompts and response parsing. The system includes a block-based garden space visualization that calculates optimal plant placement and uses a natural language interface for adding plants (e.g., "I want to grow 3 tomatoes, some basil, and carrots").

The app handles interesting problems like:

- Garden space management using a block-based system (1 block = 1 sq ft) - AI-driven plant positioning within garden layouts - Intelligent care plan generation that adapts to automated watering systems - Plant age tracking for growth-stage-appropriate care instructions

I'd love feedback from the HN community, especially on the AI implementations, UX design choices, and handling garden space constraints.