frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Open in hackernews

AI Mushroom Identification: Snap a Photo, Know Safety, Explore Nature Boldly

https://medium.com/@kcoka370/ai-mushroom-identification-snap-a-photo-know-safety-explore-nature-boldly-ai-tool-navigation-2b1f6b5ed2ce
3•kakco-AI•1h ago

Comments

kakco-AI•1h ago
Foragers, hikers, and nature enthusiasts know the thrill of spotting a cluster of mushrooms peeking through forest leaf litter. But that excitement quickly fades when uncertainty sets in: Is this edible, or could it be deadly? Every year, accidental mushroom poisoning sends thousands to hospitals worldwide, often due to misidentification of toxic varieties that mimic harmless ones. This is where Mushroom Check changes the game — a cutting-edge AI tool that turns your phone into a portable mycology expert, letting you identify mushrooms in seconds and explore nature without fear.
mnky9800n•1h ago
When I moved to Oslo, my PhD adviser told me that if I was interested in foraging mushrooms I should take someone with me. He said since I lived in Japan he was concerned because there has been multiple cases of Japanese and Chinese foraging in Norway and becoming very ill because some of the mushrooms that are safe to eat in those regions look identical to poisonous mushrooms in Scandinavia.
kakco-AI•14m ago
Yes, that's right, I have encountered it before.
cairnechou•1h ago
This is a problem with incredibly high stakes in China.

There is a very strong culinary tradition of foraging and eating wild mushrooms, prized for their nutritional and medicinal value. But this comes at a huge cost: accidental poisoning is a major, recurring public health issue every year.

The reason is exactly as you've identified: the most lethal toxic mushrooms are often look-alikes for common edible ones. The margin for error isn't small; it's zero.

This makes me simultaneously excited and terrified of an AI tool for this. The 'false positive' (labeling a toxic mushroom as edible) is not an inconvenience, it's a potential fatality. How has the AI been trained to handle—and refuse to identify—species that are notoriously ambiguous?

kakco-AI•15m ago
When conducting research and development, our team took this issue into account. Now, the number of species we can identify exceeds 1,000, with an accuracy rate of 98%. Some even have botanists performing real-world tests with us. Most importantly, if we can't identify it, we'd rather mistakenly label it as toxic!
kakco001•1h ago
This is really awesome. I love camping and often forage for food in the wild, mostly mushrooms. But we all know mushrooms aren't just one simple type—if you're not careful, they can send you off to share a meal with Jesus!
kakco-AI•52m ago
Yes, that's right, I have encountered it before.
Gustavislav•47m ago
Are you serious?

Cookiy AI

https://cookiy.ai/
1•StevenShao•15s ago•1 comments

Show HN: CodeReviewr – Pay per review, not per developer

https://codereviewr.app
1•sousvidal•1m ago•0 comments

yt-dlp 2025.11.12

https://github.com/yt-dlp/yt-dlp/releases/tag/2025.11.12
1•LeoPanthera•2m ago•0 comments

Georgia Tech Software Tools subsystem and C compiler for Prime computers

https://github.com/arnoldrobbins/gt-swt
1•fanf2•7m ago•0 comments

New plant species discovered by team

https://www.newindianexpress.com/states/tamil-nadu/2025/Nov/12/new-plant-species-discovered-by-te...
1•saaspirant•8m ago•0 comments

I converted a rotary phone into a meeting handset

https://www.stavros.io/posts/i-converted-a-rotary-phone-into-a-meeting-handset/
1•todsacerdoti•11m ago•0 comments

Sudo-Rs Affected by Multiple Security Vulnerabilities – Impacting Ubuntu 25.10

https://www.phoronix.com/news/sudo-rs-security-ubuntu-25.10
2•iparaskev•15m ago•0 comments

Curated collection of 407 cutting-edge cybersecurity tools

https://hacker-arsenal.tools/
2•b16m•17m ago•0 comments

Providing the Makeshift Traveler to those experiencing unsheltered homelessness

https://thehomemoreproject.org/
1•doener•19m ago•1 comments

The UAE Is Winning the Race to Sequence a Country's DNA

https://www.bloomberg.com/news/features/2025-11-06/the-uae-is-winning-the-race-to-sequence-an-ent...
1•MKais•19m ago•0 comments

Show HN: Automate App Store Connect configuration – IAPs, subs, metadata

https://storeconfig.com
1•semihcihan•20m ago•0 comments

Problems with Move Semantics in C++

https://www.youtube.com/watch?v=Klq-sNxuP2g
1•birdculture•24m ago•0 comments

Whistleblower Israeli soldiers describe killing unarmed Palestinians

https://www.independent.co.uk/news/world/middle-east/israel-war-crimes-gaza-whistleblower-itv-doc...
2•NomDePlum•27m ago•0 comments

J.P. Morgan calls out AI spend, $650B required to deliver 10% return

https://www.tomshardware.com/tech-industry/artificial-intelligence/usd650-billion-in-annual-reven...
3•dude250711•28m ago•0 comments

Show HN: Free box plot maker with CSV upload and automatic outlier detection

https://boxplotmaker.online
1•AriaShaw•29m ago•0 comments

Raylib vs. Godot: A Highly Subjective Comparison

https://michaelenger.com/blog/game-engine-research/
1•somenameforme•30m ago•0 comments

Show HN: Zen Moment - Next.js Meditation Platform with Breathing Tools

https://zenmoment.net
1•951560368•31m ago•0 comments

Show HN: Rtrvr.ai – Remote Control the Browser with an AI Web Agent and MCP

https://www.rtrvr.ai
3•arjunchint•32m ago•1 comments

Jeff Atwood Threatens DHH

https://twitter.com/LundukeJournal/status/1988461429695918267
1•doppp•36m ago•1 comments

AI turns photos into videos with one click

https://medium.com/@kcoka370/ai-old-photo-restoration-pro-turn-faded-memories-into-4k-colorful-vi...
3•Gustavislav•38m ago•3 comments

The Rise of Exit Taxes

https://eidel.io/the-rise-of-exit-taxes/
3•olieidel•38m ago•0 comments

IncusOS – immutable OS image dedicated to running Linux containers and vms

https://github.com/lxc/incus-os
1•moondev•38m ago•0 comments

Finding My Internal Compass, Literally

https://psychotechnology.substack.com/p/finding-my-internal-compass-literally
1•eatitraw•40m ago•0 comments

ByteDance unveils China's most affordable AI coding agent at just US$1.30/month

https://www.scmp.com/tech/big-tech/article/3332365/bytedance-unveils-chinas-most-affordable-ai-co...
4•langitbiru•40m ago•0 comments

Apple made a $230 crossbody sock

https://www.theverge.com/news/818328/apple-iphone-pocket-crossbody-knitted-sock-bag
2•isaacfrond•40m ago•0 comments

G4 (Severe) Storm Levels Reached

https://www.swpc.noaa.gov/news/g4-severe-storm-levels-reached
1•ozfive•41m ago•0 comments

Letting Steve Jobs play with menus for ten minutes made Mac calculator's design

https://arstechnica.com/gadgets/2025/11/the-mac-calculators-original-design-came-from-letting-ste...
2•isaacfrond•42m ago•0 comments

Efficient Streaming of Markdown in the Terminal

https://willmcgugan.github.io/streaming-markdown/
1•willm•43m ago•0 comments

Based Linux – New Debian Based Ubuntu Alternative

https://basedlinux.com
1•clayrisser•44m ago•1 comments

Resistance in the data-driven society – Internet Policy Review

https://policyreview.info/articles/analysis/resistance-data-driven-society
1•mefengl•44m ago•0 comments