Flux
Couleur d'accent
github-code Web Component
IA Programmation

github-code Web Component

Tool: github-code Web Component An experimental Web Component built using GPT-5.5 and the following prompt: let's build a Web Component for embedding code from GitHub <github-code href="https://github.com/simonw/sqlite-ast/blob/437c759129154f05296324a7f82aa1246340dd14/sqlite_ast/parser.py#L9-L18"></github-code> It takes URLs like that, converts them to https://raw.githubusercontent.com/simonw/sqlite-ast/437c759129154f05296324a7f82aa1246340dd14/sqlite_ast/parser.py, then uses fetch()…

Simon Willison's Weblog
Livewire 4’s Islands Architecture: Build Faster UIs Without the JavaScript Overhead
Programmation Web

Livewire 4’s Islands Architecture: Build Faster UIs Without the JavaScript Overhead

Caleb Porzio shipped Livewire v4 in January 2026, and it’s not a minor bump. The release introduces islands architecture, single-file components as the default format, scoped styles, built-in drag-and-drop sorting, and a suite of optimistic UI directives that make your interfaces feel instant. If you’ve been building with Livewire v3, the upgrade path is smooth […] The post Livewire 4’s Islands Architecture: Build Faster UIs Without the JavaScript Overhead appeared first on PHP Architect.

PHP Architect
Intelligence is Free, Now What? <br> Data Systems for, of, and by Agents
IA

Intelligence is Free, Now What? <br> Data Systems for, of, and by Agents

... government of the people, by the people, for the people ... The cost of AI is dropping rapidly. GPT-4-class capabilities cost roughly $30 per million tokens in early 2023; today the same runs under $1, and some providers are pushing costs below $0.10. Across benchmarks, inference prices have fallen between 9x and 900x per year, with a median decline near 50x. Even frontier models are getting dramatically cheaper each generation, with open-source models following closely behind. And…

BAIR Blog
tencent/Hy3
IA Programmation

tencent/Hy3

tencent/Hy3 New Apache 2.0 licensed model from Tencent in China: Hy3 is a 295B-parameter Mixture-of-Experts (MoE) model with 21B active parameters and 3.8B MTP layer parameters, developed by the Tencent Hy Team. Following the Hy3 Preview launch in late April, we gathered feedback from 50+ products and scaled up post-training with higher quality data. Today, we introduce Hy3, which outperforms similar-size models and rivals flagship open-source models with 2-5x parameters. It also shows…

Simon Willison's Weblog
sqlite-utils 4.0rc3
IA Programmation

sqlite-utils 4.0rc3

Release: sqlite-utils 4.0rc3 I hoped to release sqlite-utils 4.0 stable this weekend, but as I worked through the backlog of issues and PRs with a combination of Claude Fable 5 and GPT-5.5 the changelog since rc2 kept getting bigger. The biggest new feature is support for introspecting and creating compound foreign keys - a feature that involves a subtle breaking change to table.foreign_keys and hence needed to land for the 4.0 stable release. sqlite-utils also now follows SQLite's convention…

Simon Willison's Weblog
Node.js Considers Public Workflow for Security Reports Amid AI-Driven Surge
Cybersécurité Programmation

Node.js Considers Public Workflow for Security Reports Amid AI-Driven Surge

A controversial proposal inside the Node.js Technical Steering Committee would move lower-severity security reports into a public workflow, reserving private embargo handling for higher-severity vulnerabilities. The proposal, opened in February by Node.js security maintainer Rafael Gonzaga, is now on the agenda for the July 9, 2026 Security Working Group meeting, alongside a follow-up discussion on AI-assisted HackerOne triage. It builds on a year of changes to Node.js security intake,…

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