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Do transformers need three projections? Systematic study of QKV variants

2026-06-04 @ 23:11:56Points: 133Comments: 22

Latent Agents: A Post-Training Procedure for Internalized Multi-Agent Debate

2026-06-04 @ 23:01:40Points: 21Comments: 0

IPv6 zones in URLs are a mistake

2026-06-04 @ 21:42:34Points: 107Comments: 82

Queen bees emerge from special wax chambers

2026-06-04 @ 21:31:31Points: 60Comments: 8

Show HN: Mercek – A Desktop IDE for AWS ECS

2026-06-04 @ 21:15:16Points: 36Comments: 12

I use Lens for Kubernetes but couldnt find an equivalent for ECS so i built one!

The project is open source as well https://github.com/utibeabasi6/mercek

Show HN: FFmpeg WebCLI – Full FFmpeg in Browser, Offline PWA, No Uploads(WASM)

2026-06-04 @ 20:32:18Points: 76Comments: 23

Built a browser-based FFmpeg editor that runs entirely client-side via WebAssembly. Your files never leave your device -- all processing happens in a Web Worker. Works offline as an installable PWA after first load.

Anthropic's open-source framework for AI-powered vulnerability discovery

2026-06-04 @ 20:11:20Points: 333Comments: 105

Castor: CERN Advanced STORage Manager

2026-06-04 @ 19:52:02Points: 47Comments: 20

Meta's ships facial recognition on smart glasses

2026-06-04 @ 19:36:48Points: 256Comments: 220

WSL 2 is getting faster Windows file system access

2026-06-04 @ 19:21:18Points: 95Comments: 73

Show HN: Hitoku Draft – Context aware local assistant

2026-06-04 @ 17:48:58Points: 16Comments: 3

I have been working on Hitoku Draft, an open-source, voice-first AI assistant that runs entirely locally. I posted about it already, and now it has also transcription with voice editing. Looking for feedback, as I found that outside tech circles other people still do not use this tech much.

It's context-aware, in the sense that it reads your screen, documents, and active app to understand what you're working on. You can ask about PDFs, reply to emails, create calendar events, use web search, editing text, all by voice.

You can download a compiled version for free with the code HITOKUHN2026 https://hitoku.me/draft/ (base price is 5 dollars)

It supports Gemma 4 and Qwen 3.5 for text generation, plus multiple STT backends (Parakeet, Qwen3-ASR).

Examples: - Gemma4 in action, https://www.youtube.com/watch?v=OgfI-3YjEVU - query a pdf document, https://www.youtube.com/watch?v=ggaDhut7FnU - reply to email, https://www.youtube.com/watch?v=QFnHXMBp1gA - and the usual voice dictation (with optional polishing)

I currently use it a lot with Claude Code and Logseq. Now with some friends we are also building a new cross-platform version. The goal is on the long run to have AI interactive local models serving people and professionals.

Zettascale (YC S24) Is Hiring Founding FPGA Engineers

2026-06-04 @ 17:00:37Points: 1

When AI Builds Itself: Our progress toward recursive self-improvement

2026-06-04 @ 16:20:17Points: 392Comments: 519

Retro-Tech Parenting

2026-06-04 @ 16:02:35Points: 272Comments: 183

KVarN: Native vLLM backend for KV-cache quantization by Huawei

2026-06-04 @ 15:18:00Points: 122Comments: 13

AI, Ashby Engineering, and the future

2026-06-04 @ 14:48:44Points: 58Comments: 38

VoidZero Is Joining Cloudflare

2026-06-04 @ 13:00:51Points: 594Comments: 264

Ask HN: So what happened to Facebook "localhost" tracking?

2026-06-04 @ 12:32:40Points: 84Comments: 89

Ian's Secure Shoelace Knot

2026-06-04 @ 11:17:34Points: 532Comments: 202

Gaussian Point Splatting

2026-06-04 @ 10:48:13Points: 182Comments: 67

Show HN: Uruky (EU-based Kagi alternative) now has Image Search and URL Rewrites

2026-06-04 @ 08:56:10Points: 220Comments: 198

If you'd like to learn more, an independent interview was posted a couple of weeks ago [1], and the FAQ [2] has a lot of information as well.

For the source code sharing, we've talked with lawyers and are inclined to no longer require the NDA/NCC for privacy reasons shared with us before (signing requires identification), but instead use a source-available permissive license that doesn't allow competition, like PolyForm Shield [3] (we do still have about 6 months before finalising a decision, here).

This does come with a lot more risks for us (it's harder to track down if someone publishes the code or uses it against the license), but given we've already passed 100 monthly active accounts, we're feeling more confident it's an acceptable risk.

The plan is to give logged in accounts (who are 12 months old or more) a way to download a ZIP of the current code base that's in the server.

Obviously there's no easy way to prove that's the case, but we're open to ideas/suggestions if someone here has them.

[1]: https://theprivacydad.com/interview-with-the-engineer-of-uru...

[2]: https://uruky.com/faq

[3]: https://polyformproject.org/licenses/shield/1.0.0

External Clock Generation on RTX 50 Series

2026-06-03 @ 03:35:54Points: 20Comments: 3

Branchless Quicksort faster than std:sort and pdqsort with C and C++ API

2026-06-02 @ 20:00:54Points: 120Comments: 18

JLink JTAG Access on the Pinecil

2026-06-02 @ 19:30:44Points: 49Comments: 8

U.S. Army Corps of Engineers Bay Model

2026-06-02 @ 17:50:00Points: 224Comments: 58

3D-printed book turns its own G-code into raised lettering

2026-06-02 @ 14:15:15Points: 78Comments: 28

Mornings and nights no longer exist at 47C: A day in the hottest place in India

2026-06-02 @ 12:35:20Points: 134Comments: 106

Samurai City

2026-06-02 @ 04:32:19Points: 130Comments: 23

Making Debian or Fedora persistent live images

2026-06-01 @ 18:02:10Points: 68Comments: 7

Sum-product, unit distances, and number fields

2026-06-01 @ 05:54:27Points: 57Comments: 16

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