Flux
Couleur d'accent
Quoting Andrew Singleton
IA Programmation

Quoting Andrew Singleton

Jenny owns a crematorium. John’s propane company gives her a $20 billion investment in return for 5 percent of her operation. Jenny throws $10 billion into the incinerator, then pays John $10 billion to buy propane to burn that money to ashes. John reports that his AI investments have generated $10 billion in revenue this quarter and that he owns 5 percent of a $100 billion business. A reporter from Forbes is assigned to profile John and Jenny, and over the course of his research, he becomes…

Simon Willison's Weblog
This Week in AI: The Next-Gen Recommendation Experience
IA

This Week in AI: The Next-Gen Recommendation Experience

This week Miguel Fierro, a former Microsoft principal researcher who recently founded his own company, RecoMind, joined data and AI evangelist Christina Stathopoulos to talk about the state of recommendation systems. Christina also ran through the latest AI news she’s been watching, from Anthropic’s continued rise to responsible AI, announcements from Google’s I/O 2026 conference, […]

O'Reilly Radar — AI/ML
The PHP Podcast 2026.06.11
Programmation Web

The PHP Podcast 2026.06.11

🎙️ PHP Podcast – June 11, 2026 Guest Hosts: Sara Golemon, Elizabeth Barron & Holly Schilling Eric and John are out this week — Sara, Elizabeth, and Holly take over. Here’s what they covered: 🎬 PHPVerse Recap PHPVerse just wrapped up, and Elizabeth was there in Amsterdam. The format is unusual — all speakers are […] The post The PHP Podcast 2026.06.11 appeared first on PHP Architect.

PHP Architect
Claude Fable is relentlessly proactive
IA Programmation

Claude Fable is relentlessly proactive

After two days of experience with Claude Fable 5 I think the best way to describe it is relentlessly proactive. It knows a whole lot of tricks and it will deploy pretty much any of them to get to its goal. I'll illustrate this with an example. I was hacking on Datasette Agent today when I noticed a glitch: a horizontal scrollbar that shouldn't be there in the jump menu chat prompt. I snapped this screenshot: Then I started a fresh claude session in my datasette-agent checkout, dragged in the…

Simon Willison's Weblog
Andrew Becherer Joins Socket as Chief Information Security Officer
Cybersécurité Programmation

Andrew Becherer Joins Socket as Chief Information Security Officer

AI now writes as much as 90% of code at top engineering organizations, and the developers downstream of that code pull in open source they've never reviewed. Package hijackings and maintainer compromises that were once a handful of incidents a year now happen weekly. Modern engineering organizations depend on open source to ship faster, and they need security partners who can keep pace with that shift. Today, we're welcoming Andrew Becherer as Socket's first Chief Information Security Officer.…

Socket
datasette 1.0a33
IA Programmation

datasette 1.0a33

Release: datasette 1.0a33 This alpha is a significant step on the road to a stable 1.0, finally extending the ?_extra= pattern I introduced in Datasette 1.0a3 to cover queries and rows in addition to tables. That pattern is also now documented! I wrote a whole lot more about the new release on the Datasette project blog: Datasette 1.0a33 with JSON extras in the API. Because API explorer tools are almost free to build now I had Claude Fable 5 in Claude Code (for the plan) and GPT-5.5 xhigh in…

Simon Willison's Weblog
Prompt-Injection Guardrails in Laravel: Defend the Tools, Not the Prompt
Programmation Web

Prompt-Injection Guardrails in Laravel: Defend the Tools, Not the Prompt

You can't out-prompt an attacker — to the model, your system instructions and a malicious support ticket are the same text. So stop defending the prompt and lock down the boundaries you actually control: tools scoped to the authenticated user server-side, middleware that screens and logs, output handled as untrusted input, a human in front of anything irreversible, and a fake-free test that fails CI the moment someone drops the auth scope. Read more

Freek Van der Herten
When Context Collapses: Teaching Agents to Detect and Recover from Lost Memory
IA

When Context Collapses: Teaching Agents to Detect and Recover from Lost Memory

This is the eighth article in a series on agentic engineering and AI-driven development. Read part one here, part two here, part three here, part four here, part five here, part six here, and part seven here. “640K ought to be enough for anybody.”—Bill Gates (allegedly) If you’re building AI agents that do complex, multistep work, you’re going to run into context […]

O'Reilly Radar — AI/ML
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