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The High W Challenge: Robust Neutrino Energy Estimators for LArTPCs

Announce Type: replace Abstract: Accurate determination of the neutrino energy is central to precision oscillation measurements. In this work, we introduce the W$^2$-based estimator, a new neutrino energy estimator based on the measurement of the final-state hadronic invariant mass. This estimator is particularly designed to be employed in liquid-argon time-projection chambers exposed to broadband beams that span the challenging transition region between shallow inelastic scattering and deep...

arXiv Physics 7d ago

CalBench: Evaluating Coordination-Privacy Trade-offs in Multi-Agent LLMs

arXiv:2605.09823v3 Announce Type: replace Abstract: Personal AI assistants are beginning to act as delegates with access to calendars, inboxes, and user preferences. Calendar scheduling makes the trust problem concrete: an assistant must coordinate with other assistants while deciding what to reveal about the person it represents. We introduce CalBench, a controlled benchmark for multi-agent calendar scheduling under private information.

arXiv CS 1d ago

Ahoy, DECmate II the little PDP-8 that could

Now, that's a lot of word processing. But under the hood it's still at least PDP-8 adjacent, even considering its oddities and incompatibilities, and you can make it do many of the things a full-size Eight can. We'll take this basic unit, convert the floppy drives to solid state, tap the video output, and put it through its paces.

Hacker News 10d ago

Test-case reducers are underappreciated debugging tools

Test-case reducers are less well known than they should be, and those who are aware of them don’t always realise the variety of ways we can use – perhaps even abuse! – them. In this post, I’m going to explore some of the things I’ve learnt while using these wonderful tools. I’ll start at the basics, because the idea is so simple that it can be hard to believe it works.

Hacker News 1d ago

Silurus/ooxml: Pixel-faithful Office documents, rendered in the browser

This entire codebase — Rust parsers, TypeScript renderers, tests, and tooling — was implemented by Claude (Anthropic's AI assistant) through iterative prompting. No human-written application code exists in this repository. A browser-based viewer for Office Open XML documents that renders to an HTML Canvas element.

Hacker News 3d ago

Avian Visitors

Avian Visitors I was initally planning on leaving this as a ‘true’ personal project of sorts. I love a good project writeup of course, but frankly I thought this was too quick an afternoon project to warrant any more documentation than a tweet. Twitter thought otherwise … i mounted a tiny microphone on my apartment balcony to listen for any birds passing by and built a site to collage them as they're heard pic.twitter.com/85KrLRL5tu —

Hacker News 10d ago

Odysseus – self-hosted AI workspace

─────────────────────────────────────────────── ⊹ ࣪ ˖ ૮( ˶ᵔ ᵕ ᵔ˶ )っ Odysseus vers. 1.0 ─────────────────────────────────────────────── A self-hosted AI workspace -- meant to be the self-hosted version of the UI experience you get from ChatGPT and Claude. But with more jank and fun.

Hacker News 10d ago

Should Jose Mourinho's return as Real Madrid coach...

Just after 10 p.m. Spanish time on Wednesday night, Florentino Pérez's campaign team made it official. "MOUcha historia por hacer," they posted on social media, meaning "MOUch history left to make." The (rather terrible) pun, based on Pérez's re-election slogan, was accompanied by a brief video, featuring an image of a smiling José Mourinho, in a Real Madrid shirt, saying just one word: "Yes."

ESPN 5d ago

10 things to know for super regionals, plus future...

The NCAA baseball tournament doesn't have cute names for each round. There isn't a First Four or Final Four. There's no Elite Eight.

ESPN 5d ago