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Lobstersartima.comlobste.rs3Out-of-Order HTML Streaming Moves from JS Frameworks into the Browser
The WICG declarative partial updates proposal adds `<template for>` and processing‑instruction markers to enable out‑of‑order HTML streaming directly in the browser. Chrome 150 ships the markup support; streaming DOM APIs (e.g., `streamHTMLUnsafe`) and `Response.textStream()` let servers push fragments that replace placeholders without blocking the rest of the page. Security is enforced by limiti…
InfoQinfoq.com2 minJev introduces a new shape of LLM - System One, aka Decision Models
Jev is a new “System One” decision model that consumes text and returns numeric probabilities (yes/no, choice, score) instead of generated text, priced at $0.042 / M input tokens with free output. It’s fast, cheap, and suited for classification‑type tasks, but its opaque numeric output raises bias and explainability concerns.
Simon Willisonsimonwillison.net4 minI don't want to read what you didn't write
The essay laments the unreadability of AI‑generated design docs, PR summaries, and other engineering writing, citing a survey where 78% of readers quit when they suspect AI involvement. The author finds AI useful only when they control the prompt and context—e.g., for grammar checks, citation generation, and diagram creation while writing a paper—but not for producing the core narrative. He highl…
Hacker News front pagecolinbreck.com13 minHN387133Helix: The internal tool powering our Shopify app's native migration
Helix is Shopify’s internal LLM‑driven framework for migrating React Native screens to native iOS/Android. It breaks a screen into tiny, reviewable checkpoints and forces each through four strict gates—behavior tests via a CLI, Gemini‑powered visual diff, two adversarial code reviewers, and a final engineer sign‑off—while remembering feedback to become more autonomous over time.
Shopifyshopify.engineering8 minJu! Ju! Tsu
Lobsterscodeberg.pagelobste.rs5Transformers Explained Visually
The article walks through the core components of a text‑generative Transformer—embedding, multi‑head self‑attention, MLP, and output projection—using GPT‑2 small as a concrete example. It shows the dimensions, parameter counts, and step‑by‑step calculations that underlie token prediction.
Hacker News front pagegithub.io11 minHN23839Frontier AI on Your Own Hardware
Tim Dettmers’ lab releases an open‑source stack that lets a single‑GPU desktop run 125‑B‑parameter LLMs (Qwen 3.8 Flash Next) and even a 550‑B model (DeepSeek V4.1) with 1.5‑bit quantisation, 450 t/s token throughput, and an auto‑compaction system (CliffCompaction) that halves inference cost and enables multi‑million‑token agent sessions. The stack combines an agent harness, a fast inference fram…
Hacker News front pagetimdettmers.com17 minHN11660Why Does an NPM Math Library Need an Encrypted Loader?
SafeDep discovered that several npm packages masquerading as mathjs contain an encrypted loader that only activates when a caller passes a particular matrix to the LU solver, using the matrix’s lower‑triangular factor as the decryption password. The loader decrypts and executes a multi‑stage remote‑access implant that talks to Slack, Telegram and a blockchain contract, and the same technique is r…
Hacker News front pagesafedep.io10 minHN11535Kodebits Day 96: Vararg Parameters [FREE]
The post demonstrates Kotlin’s vararg parameter by defining a total function that sums any number of Int arguments, showing that total(2,4,6,8) prints 20. It’s a quick intro for Kotlin beginners.
Ray Wenderlichkodeco.com1 minSelf-Hosting Behind CGNAT
Lobstersalvarezrosa.comlobste.rs19Advancing AI for biology: Teaching models to design and characterize antibodies
Amazon Bio Discovery developed three AI models: MochiBind for fast, sequence-based antibody binding ranking, CA-MAP for context-aware developability prediction robust to batch effects, and an agent-guided system for de novo antibody design. These advancements aim to accelerate and improve the accuracy of antibody drug discovery, with experimental validation for a novel cancer target.
Amazon Scienceamazon.science10 minTurn off and restrict access to Apple Intelligence features on Mac
Apple provides a set of steps to disable its new Apple Intelligence features—Siri AI, message/email summaries, notification summaries, smart replies, and more—via System Settings, app preferences, or Screen Time. Disabling these reduces data collection and lets parents restrict AI features on child devices.
Hacker News front pageapple.com1 minHN258173Vercel Connect now supports Microsoft Teams
Vercel Connect adds a managed Microsoft Teams connector that provisions the necessary Azure Bot resources and forwards Teams messages as Connect triggers. Developers can create the connector via the dashboard or CLI, fetch scoped tokens with the @vercel/connect SDK, and reply through the Bot Framework API without managing secrets.
Vercelvercel.com1 minreleaseRelation algebra is not relational algebra
The post clarifies the long‑standing confusion between *relation algebra* (a mathematical logic framework equivalent to FOL³) and *relational algebra* (Codd’s query language foundation). It outlines their histories, theoretical differences, and recent CS applications such as Alloy and the Prela query language, urging the community to adopt the term “Tarski’s Algebra of Relations” (TAR) to avoid m…
Lobstersremy.wang2 minlobste.rs19
