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MIRTO: a registration-gated, multiverse-tested evaluation protocol for unsupervised anomaly segmentation in brain MRI
Competitive real-time fighting game AI has long been a rigorous testbed for reinforcement learning and policy generalisation. Super Smash Bros. Melee, with its 52-character roster, frame-perfect inputs, and continuous state space,...
Argo-Bench: Evaluating Data Agents on Enterprise-Scale Workflows
Text-to-SQL benchmarks have become the default way to measure progress on data agents. Spider, BIRD, and their variants ask a model to write a query, then check whether the result matches a gold answer. The best models now clear 9...
Show HN: Graphene – Data analysis toolkit for your coding agent
Graphene launches as a data analytics framework built specifically for coding agents, positioning itself as an everything-as-code stack that brings SQL governance alongside agent-friendly capabilities. The framework tackles the co...
Ask HN: What Do to Outside Tech?
Ask HN: What to do outside tech A Hacker News user recently posed a question that many developers grapple with at some point in their careers: what does life look like beyond the keyboard? The poster described wanting to start a s...
Is open source contribution still relevant?
Last week, a former OpenStack and Kubernetes contributor asked a simple question on Hacker News: with AI coding tools advancing rapidly, is there still room for humans in open source? The thread drew two comments and a few hundred...
Show HN: Fusor – Like Vue, but the logic is Rust
The article is written at ~706 words. Here it is in the required HTML format: fusor takes a direct approach to building reactive web applications: write your HTML templates as HTML files, keep your state and logic in Rust, and let...
Show HN: Newt – A Swift Package for Jev-Style Decisions on Apple Core AI
Newt Brings On-Device Multiple-Choice Questioning to Swift Developers A new Swift package called Newt is making it possible to extract structured, multiple-choice answers from text using a language model that runs entirely on a us...
Show HN: Cocytus – an esolang where freezes after N accesses
Cocytus arrives as a deterministic esolang that takes the idea of hostile computational environments and pushes them one circle deeper than Malbolge ever did. Where its predecessor made the instruction stream betray the programmer...
How fast can you fix a UTF-16 string in C#?
C# strings are encoded as UTF-16, meaning most characters occupy a single 16-bit code unit while characters outside the basic multilingual plane, including emoji, require a high surrogate followed by a low surrogate. When a surrog...
Do not let your type system reason about aliasing in your programming language
One of the most interesting papers on language design comes with a warning: do not let your type system reason about aliasing unless you are prepared for an explosion in complexity. A recent deep-dive into Futhark's type system, o...