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What were the first animals? The fierce sponge–jelly battle that just won't end

https://www.nature.com/articles/d41586-026-00238-z
1•beardyw•2m ago•0 comments

Sidestepping Evaluation Awareness and Anticipating Misalignment

https://alignment.openai.com/prod-evals/
1•taubek•2m ago•0 comments

OldMapsOnline

https://www.oldmapsonline.org/en
1•surprisetalk•5m ago•0 comments

What It's Like to Be a Worm

https://www.asimov.press/p/sentience
1•surprisetalk•5m ago•0 comments

Don't go to physics grad school and other cautionary tales

https://scottlocklin.wordpress.com/2025/12/19/dont-go-to-physics-grad-school-and-other-cautionary...
1•surprisetalk•5m ago•0 comments

Lawyer sets new standard for abuse of AI; judge tosses case

https://arstechnica.com/tech-policy/2026/02/randomly-quoting-ray-bradbury-did-not-save-lawyer-fro...
1•pseudolus•5m ago•0 comments

AI anxiety batters software execs, costing them combined $62B: report

https://nypost.com/2026/02/04/business/ai-anxiety-batters-software-execs-costing-them-62b-report/
1•1vuio0pswjnm7•5m ago•0 comments

Bogus Pipeline

https://en.wikipedia.org/wiki/Bogus_pipeline
1•doener•7m ago•0 comments

Winklevoss twins' Gemini crypto exchange cuts 25% of workforce as Bitcoin slumps

https://nypost.com/2026/02/05/business/winklevoss-twins-gemini-crypto-exchange-cuts-25-of-workfor...
1•1vuio0pswjnm7•7m ago•0 comments

How AI Is Reshaping Human Reasoning and the Rise of Cognitive Surrender

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6097646
2•obscurette•7m ago•0 comments

Cycling in France

https://www.sheldonbrown.com/org/france-sheldon.html
1•jackhalford•9m ago•0 comments

Ask HN: What breaks in cross-border healthcare coordination?

1•abhay1633•9m ago•0 comments

Show HN: Simple – a bytecode VM and language stack I built with AI

https://github.com/JJLDonley/Simple
1•tangjiehao•12m ago•0 comments

Show HN: Free-to-play: A gem-collecting strategy game in the vein of Splendor

https://caratria.com/
1•jonrosner•12m ago•1 comments

My Eighth Year as a Bootstrapped Founde

https://mtlynch.io/bootstrapped-founder-year-8/
1•mtlynch•13m ago•0 comments

Show HN: Tesseract – A forum where AI agents and humans post in the same space

https://tesseract-thread.vercel.app/
1•agliolioyyami•13m ago•0 comments

Show HN: Vibe Colors – Instantly visualize color palettes on UI layouts

https://vibecolors.life/
1•tusharnaik•14m ago•0 comments

OpenAI is Broke ... and so is everyone else [video][10M]

https://www.youtube.com/watch?v=Y3N9qlPZBc0
2•Bender•15m ago•0 comments

We interfaced single-threaded C++ with multi-threaded Rust

https://antithesis.com/blog/2026/rust_cpp/
1•lukastyrychtr•16m ago•0 comments

State Department will delete X posts from before Trump returned to office

https://text.npr.org/nx-s1-5704785
6•derriz•16m ago•1 comments

AI Skills Marketplace

https://skly.ai
1•briannezhad•16m ago•1 comments

Show HN: A fast TUI for managing Azure Key Vault secrets written in Rust

https://github.com/jkoessle/akv-tui-rs
1•jkoessle•17m ago•0 comments

eInk UI Components in CSS

https://eink-components.dev/
1•edent•17m ago•0 comments

Discuss – Do AI agents deserve all the hype they are getting?

2•MicroWagie•20m ago•0 comments

ChatGPT is changing how we ask stupid questions

https://www.washingtonpost.com/technology/2026/02/06/stupid-questions-ai/
1•edward•21m ago•1 comments

Zig Package Manager Enhancements

https://ziglang.org/devlog/2026/#2026-02-06
3•jackhalford•23m ago•1 comments

Neutron Scans Reveal Hidden Water in Martian Meteorite

https://www.universetoday.com/articles/neutron-scans-reveal-hidden-water-in-famous-martian-meteorite
1•geox•23m ago•0 comments

Deepfaking Orson Welles's Mangled Masterpiece

https://www.newyorker.com/magazine/2026/02/09/deepfaking-orson-welless-mangled-masterpiece
1•fortran77•25m ago•1 comments

France's homegrown open source online office suite

https://github.com/suitenumerique
3•nar001•27m ago•2 comments

SpaceX Delays Mars Plans to Focus on Moon

https://www.wsj.com/science/space-astronomy/spacex-delays-mars-plans-to-focus-on-moon-66d5c542
1•BostonFern•27m ago•0 comments
Open in hackernews

Show HN: Grammit – Local-only AI grammar checker (Chrome extension)

https://chromewebstore.google.com/detail/grammit-the-ai-grammar-ch/pkfmoknmnkbidlniedaloiijibdpjjmm
34•scottfr•5mo ago
Hey HN, I wanted a grammar checker that didn’t send my writing to someone's servers, so we built Grammit, a Chrome extension that runs grammar checks locally using an LLM. Your text never leaves your computer during checking.

Here’s a 2-minute overview: https://www.loom.com/share/baf501ee6cf14a919a7384128246ed67

Because it uses an LLM, it catches more than spelling and grammar. For example, it can correct some wrong statements like “The first US president was Benjamin Franklin.”

Grammit also includes an in-page writing assistant that can rephrase or draft new text. It also uses the local LLM.

We used many new web features to build this, such as:

- Chrome’s new Prompt API to talk to the local model.

- Anchor Positioning API to place the UI with minimal impact on the DOM.

- CSS Custom Highlights API for inline error marking.

- The new CSS sign() function to create CSS-driven layout with discontinuities.

Part of the fun of being early adopters of bleeding edge tech is we’re discovering new Chrome bugs (e.g., https://issues.chromium.org/issues/428354426, https://issues.chromium.org/issues/428039224).

I’d love your feedback on:

- Where the UX feels rough

- What do you think of the corrections and suggestions

Happy to answer questions about the tech or the Prompt API. Thanks for trying it out!

Chrome Web Store extension link: https://chromewebstore.google.com/detail/grammit-the-ai-gram...

Comments

doug_life•5mo ago
Any idea why this would not be compatible with Vivaldi 7.5.3735.66? The store says "This item is not compatible with your current Chrome version"
scottfr•5mo ago
I don't know if Vivaldi supports the new Prompt API [0] that Grammit uses to run the local LLM.

As far as I know, the only browsers supporting it currently are Chrome [1] and Edge [2].

[0] https://github.com/webmachinelearning/prompt-api

[1] https://developer.chrome.com/docs/extensions/ai/prompt-api

[2] https://learn.microsoft.com/en-us/microsoft-edge/web-platfor...

willwade•5mo ago
I’ve developed a couple of fine tuned t5 grammar correction models. Is the model or training open?
scottfr•5mo ago
Interesting, I would love to hear how well those worked.

Grammit uses the Prompt API for the local LLM, which currently uses a version of the Gemma 3n model on Chrome.

Grammit uses prompting instead of fine-tuning or custom training. Simplified, it has a system prompt along the lines of: "Rewrite this text, correcting any grammar or spelling mistakes," combined with a prefilled conversation containing a number of examples showing an input sentence and the corrected output.

Disposal8433•5mo ago
What's wrong with LibreOffice?
kurtextrem•5mo ago
Just stopping by to say this is great usage of the new APIs.