Hacker News

Show HN: Matching Jev on BANKING77 at a thousandth of the cost

Hacker News - Sun, 09/27/2026 - 10:47am

We developed an early vector embedding model at Lawrence Berkeley National Lab and extended it called the Tuatara Vector Model. It's a blend and scored against Jev's 3,080 BANKING77 test messages resulting in 91.79% versus 92.40%, a statistical tie with some good cost savings.

As most may know, BANKING77 is a public dataset from PolyAI with 13,083 messages to a bank, each labelled with intents. The split was 10,003 messages for training and 3,080 for testing.

The run used the pinned model jev-1.13.0, all 77 intents as options in a single question, and up to 24 training examples retrieved for each message. Jev got 2,846 of 3,080 right.

Recomputing Jev’s accuracy from the file gives 92.40%, the same figure the experiment reports.

More stats: https://cymetica.com/blog/matching-jev-on-banking77-at-a-tho...

Comments URL: https://news.ycombinator.com/item?id=49867086

Points: 1

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Categories: Hacker News

10 Tells of a Slop UI

Hacker News - Sun, 09/27/2026 - 10:41am
Categories: Hacker News

Active speaker detection for deaf and hard-of-hearing

Hacker News - Sun, 09/27/2026 - 10:28am

Article URL: https://captivision.app/

Comments URL: https://news.ycombinator.com/item?id=49866937

Points: 2

# Comments: 0

Categories: Hacker News

How do you compare religions?

Hacker News - Sun, 09/27/2026 - 10:28am

Article URL: https://plurilore.com

Comments URL: https://news.ycombinator.com/item?id=49866935

Points: 2

# Comments: 0

Categories: Hacker News

All you need is accessibility

Hacker News - Sun, 09/27/2026 - 10:27am
Categories: Hacker News

Ask HN: In 3 months 4300 Dowloads but only 100 Stars, what I need to do?

Hacker News - Sun, 09/27/2026 - 10:21am

We are building ZizkaDB, an operational database that answers behind why of every agentic action with causal lineage, provides session replay and more. We are building it since 3 months but no good traction, on other hand, I am seeing many weekend projects are getting much traction, what I need to do ? I have written articles in medium, dev.to and hashnode, issued a newsletter at linkedin still I am unable to cross basic threshold, would love to hear suggestions or comments

Comments URL: https://news.ycombinator.com/item?id=49866882

Points: 2

# Comments: 1

Categories: Hacker News

Show HN: Linktree is ugly so I built this

Hacker News - Sun, 09/27/2026 - 8:37am

I'm Adam, building Outie. It's a link-in-bio app, and yes(really), I know how many of those already exist...

I wanted to bring a little emotion to your bio. At least I tried.

It's for all creators with more than one thing to share. Your work, your shop, a booking link, a newsletter, whatever you're putting out there.

Change the page whenever you want.

There’s a drawing canvas too. Pick your colors, use the pen and highlighter, and paint your own cover. Or upload an image if drawing isn't your thing.

I've also built scheduled links, launch countdowns and email signups. You can send someone a download link after they confirm their email, then check which campaign links bring clicks and signups.

And there are collectible badges you can display on your page. Some mark milestones, others are monthly leaderboard trophies. There's an OG edition capped at 10 creators. You choose which badges to show, or hide them altogether.

I'd like to add voting for people's covers and a best-looking page of the month.

If your page looks good, I’ll feature it through Outie’s channels to help more people find your work.

If you already use a bio page, what pisses you off about it? Tell me what you'd want added, or which bits here you wouldn't give a sh*t about. Criticism is welcome.

Have a look at some demo pages https://outie.link/u/sandern https://outie.link/u/mbellini

“What I cannot create, I do not understand.”- Richard Feynman

Comments URL: https://news.ycombinator.com/item?id=49866167

Points: 1

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