Flux
Jev introduces a new shape of LLM - System One, aka Decision Models
IA Programmation

Jev introduces a new shape of LLM - System One, aka Decision Models

Last week TypeSafe AI unveiled Jev, their first example of a new category of model that they are calling "System One models" (I'm with Maggie Appleton, I think "decision models" is a better name for these). Jev is an interesting variant on the usual LLM format: it still accepts text inputs, but instead of text output it returns floating point numbers corresponding to categories, yes/no questions, ratings, and associated confidence scores. TypeSafe describe Jev like this: Think of Jev as a…

Simon Willison's Weblog
Cloudflare Python Workers are now generally available
IA Programmation

Cloudflare Python Workers are now generally available

Cloudflare Python Workers are now generally available After a two year preview, Cloudflare's support for running Python code in their server-side Workers platform is now stable: "Python is now a first-class, fully supported language on the Cloudflare Developer Platform". A neat thing about this is how it works. Cloudflare are running Python compiled to WebAssembly via Pyodide in their V8-based workerd runtime. This comes with some limitations, documented here - most notably both multiprocessing…

Simon Willison's Weblog
Quoting voxium
IA Programmation

Quoting voxium

It has been half a month since I started a new role at a big company. Nobody knows anything here. The specs, code, tests, PRDs, tickets, resolution of those tickets, reports, etc., everything is made by Claude Code. Nobody on my team likes this. They are being forced to ship as much as they can. I have heard multiple times from higher management that pushing code is not a bottleneck, so why are we slow? People are working 12 to 13 hours a day just to press enter. Nobody is reading anything.…

Simon Willison's Weblog
MCP was always a bad idea?
IA Programmation

MCP was always a bad idea?

My comment on MCP was always a bad idea? — Hacker News.This article entirely misses the value that MCP brings today. Sure, there's almost no reason to use MCPs if you are running a full-blown terminal agent (Claude Code, Codex, Meta Muse, OpenClaw etc) with unfettered internet access - just let it call APIs directly. If you want to operate something that's less YOLO than that, you'll find yourself wanting: Control over exactly which external services it can access A way to handle…

Simon Willison's Weblog
llm-keys-ui 0.1
IA Programmation

llm-keys-ui 0.1

Release: llm-keys-ui 0.1 This plugin solves a very specific problem. I've started using Codex Remote to run coding agents on various machines while controlling them from my phone. Sometimes I use those machines to hack on LLM projects, and occasionally that means I need to configure an API key. I don't like pasting API keys into agent sessions, so I wanted a way to get those keys onto a machine without pasting them into the ChatGPT app directly. With this plugin, I can tell Codex to run: uvx…

Simon Willison's Weblog
datasette-auth-github 1.0
IA Programmation

datasette-auth-github 1.0

Release: datasette-auth-github 1.0 I run this GitHub login plugin on the agent.datasette.io demo site and I noticed that my authenticated sessions weren't lasting very long. It turned out that the plugin was setting cookies without a Max-Age parameter, so they were expiring at the end of a browser session (which in Mobile Safari seems to happen pretty often, independently of how you are using the app.) I fixed that in #80 and, since this plugin has been around for quite a while and is tested…

Simon Willison's Weblog
Omarchy Quattro: One Year In — Part 3
Programmation IA

Omarchy Quattro: One Year In — Part 3

This is my Part 3 about Omarchy, after using it for more than a year full time, as my main daily driver first on Lenovo ThinkBook 14 AMD, and now TUXEDO InfinityBook Pro 14 Gen10, for my business and personal use, replacing my MacBook Pro M1 after using macOS for 15 years. See more in Part 1 about my transition, what tools I needed, and in Part 2, the good, the bad, and the fixable. I’m also the original author of the Windows VM work (PR #1333, merged via #2462), making Excel and Word available…

SSP Data Engineering Blog