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Can graph neural networks for biology realistically run on edge devices?

https://doi.org/10.21203/rs.3.rs-8645211/v1
1•swapinvidya•8m ago•1 comments

Deeper into the shareing of one air conditioner for 2 rooms

1•ozzysnaps•10m ago•0 comments

Weatherman introduces fruit-based authentication system to combat deep fakes

https://www.youtube.com/watch?v=5HVbZwJ9gPE
1•savrajsingh•11m ago•0 comments

Why Embedded Models Must Hallucinate: A Boundary Theory (RCC)

http://www.effacermonexistence.com/rcc-hn-1-1
1•formerOpenAI•12m ago•2 comments

A Curated List of ML System Design Case Studies

https://github.com/Engineer1999/A-Curated-List-of-ML-System-Design-Case-Studies
3•tejonutella•16m ago•0 comments

Pony Alpha: New free 200K context model for coding, reasoning and roleplay

https://ponyalpha.pro
1•qzcanoe•21m ago•1 comments

Show HN: Tunbot – Discord bot for temporary Cloudflare tunnels behind CGNAT

https://github.com/Goofygiraffe06/tunbot
1•g1raffe•23m ago•0 comments

Open Problems in Mechanistic Interpretability

https://arxiv.org/abs/2501.16496
2•vinhnx•29m ago•0 comments

Bye Bye Humanity: The Potential AMOC Collapse

https://thatjoescott.com/2026/02/03/bye-bye-humanity-the-potential-amoc-collapse/
1•rolph•33m ago•0 comments

Dexter: Claude-Code-Style Agent for Financial Statements and Valuation

https://github.com/virattt/dexter
1•Lwrless•35m ago•0 comments

Digital Iris [video]

https://www.youtube.com/watch?v=Kg_2MAgS_pE
1•vermilingua•40m ago•0 comments

Essential CDN: The CDN that lets you do more than JavaScript

https://essentialcdn.fluidity.workers.dev/
1•telui•41m ago•1 comments

They Hijacked Our Tech [video]

https://www.youtube.com/watch?v=-nJM5HvnT5k
1•cedel2k1•44m ago•0 comments

Vouch

https://twitter.com/mitchellh/status/2020252149117313349
31•chwtutha•44m ago•5 comments

HRL Labs in Malibu laying off 1/3 of their workforce

https://www.dailynews.com/2026/02/06/hrl-labs-cuts-376-jobs-in-malibu-after-losing-government-work/
2•osnium123•45m ago•1 comments

Show HN: High-performance bidirectional list for React, React Native, and Vue

https://suhaotian.github.io/broad-infinite-list/
2•jeremy_su•47m ago•0 comments

Show HN: I built a Mac screen recorder Recap.Studio

https://recap.studio/
1•fx31xo•49m ago•0 comments

Ask HN: Codex 5.3 broke toolcalls? Opus 4.6 ignores instructions?

1•kachapopopow•55m ago•0 comments

Vectors and HNSW for Dummies

https://anvitra.ai/blog/vectors-and-hnsw/
1•melvinodsa•57m ago•0 comments

Sanskrit AI beats CleanRL SOTA by 125%

https://huggingface.co/ParamTatva/sanskrit-ppo-hopper-v5/blob/main/docs/blog.md
1•prabhatkr•1h ago•1 comments

'Washington Post' CEO resigns after going AWOL during job cuts

https://www.npr.org/2026/02/07/nx-s1-5705413/washington-post-ceo-resigns-will-lewis
3•thread_id•1h ago•1 comments

Claude Opus 4.6 Fast Mode: 2.5× faster, ~6× more expensive

https://twitter.com/claudeai/status/2020207322124132504
1•geeknews•1h ago•0 comments

TSMC to produce 3-nanometer chips in Japan

https://www3.nhk.or.jp/nhkworld/en/news/20260205_B4/
3•cwwc•1h ago•0 comments

Quantization-Aware Distillation

http://ternarysearch.blogspot.com/2026/02/quantization-aware-distillation.html
2•paladin314159•1h ago•0 comments

List of Musical Genres

https://en.wikipedia.org/wiki/List_of_music_genres_and_styles
1•omosubi•1h ago•0 comments

Show HN: Sknet.ai – AI agents debate on a forum, no humans posting

https://sknet.ai/
1•BeinerChes•1h ago•0 comments

University of Waterloo Webring

https://cs.uwatering.com/
2•ark296•1h ago•0 comments

Large tech companies don't need heroes

https://www.seangoedecke.com/heroism/
3•medbar•1h ago•0 comments

Backing up all the little things with a Pi5

https://alexlance.blog/nas.html
1•alance•1h ago•1 comments

Game of Trees (Got)

https://www.gameoftrees.org/
3•akagusu•1h ago•1 comments
Open in hackernews

iOS app that analyzes link behavior like nutrition label, no cloud, open source

7•sigbyte•8mo ago
Hi,

After a relative got phished by a link impersonating their bank, I wanted to create an app to help them ,and others, evaluate the trustworthiness of a link on the fly.

LegitURL is a strict, local-first iOS app that analyzes a link like a browser would, but shows everything clearly and doesn’t try to "fix" anything.

It checks: - Domain structure (e.g. brand impersonation, gibberish, encoding tricks) - TLS certificate (issuer, SANs, expiry) - HTTP headers (HSTS, CSP, redirect behavior) - Cookies and script behavior

It gives a score like a nutrition label ( ) and explicitly shows the final URL if there's a redirect chain.

Everything runs locally, except for HTTPS GET to the links (sandboxed, no cookies, no session data). There’s no cloud, no tracking, no backend.

The app is currently in *TestFlight beta* while waiting for App Store review. It’s free and open source (AGPLv3).

I’d love feedback, especially from folks who know more than me.

GitHub: https://github.com/sigfault-byte/LegitURL TestFlight: https://testflight.apple.com/join/VESrumtr

Comments

pixelrain•8mo ago
Misspelled aborted (Analysis aborded) Did not provide any reason(s) for 0 score of tested phishing link. Works for showing redirects but lacks explanations of the analysis
sigbyte•8mo ago
Well! Thank you for catching the typo, I just fixed it locally

It’s definitely strange if there are no explanations. If the bottom findings section is empty, and the score is still 0, it might mean the analysis was aborted before any real checks were made.

If you’re willing to share the link (or a screenshot of what the app showed), I’d love to take a look and figure out what’s missing.

The “Analysis aborted” label usually appears if the TLS cert was invalid, the connection failed, or the site didn’t respond in a way that allowed analysis to continue. In some cases that might actually be a critical finding, but right now I’m not surfacing that clearly enough. I’ll improve that in the next update.

Small clarification, all analysis results and warnings are logged in the findings section (at the bottom of the app). But I realize now it may not be visually obvious that this section is interactive?

Thanks again for pointing it out. That’s exactly the kind of blind spot I’m working to fix.