artificial
artificial

The metadata tells that reveal AI-generated images

Here's a short field guide on the three metadata signals that out a lot of AI images: C2PA content credentials (Adobe/OpenAI/Google/MS, since early 2024), the XMP DigitalSourceType flag, and the old EXIF Software field. Including a 2026 comparison …

Crosspost: The Patchwork Problem | Substack

https://open.substack.com/pub/atemplejar/p/the-patchwork-problem?utm\_source=share&utm\_medium=android&r=54t426 July 5, 2026 Kintsugi The emerging state framework for AI companions and chatbots is less a coherent regulatory regime than a …

HELP

Does anyone have a recommendation for the best all-in-one AI video generation platform? I'm looking for something that lets me create both AI-generated videos and lyric videos in the same place. I've been researching loads of different tools, b…

Has AI changed the way you search for information, or do you still start with Google?

Over the last year, I've noticed that I usually open an AI chatbot before I think about using Google for a lot of questions. If I'm trying to understand a new topic, compare products, brainstorm ideas, or debug code, AI usually gets me where I …

How to identify the highest-impact research for an AI world

Podcast with Anastasia Gamick, co-founder of Convergent Research, about the most important research for the age of AI. Convergent Research incubates Focused Research Organizations: small, startup-style teams that build critical “public good” tech…

Don’t use GPT-5.5 for Legal AI

OpenAI GPT-5.5 failed the Legal AI Test because it invented a statutory provision that does not exist! The Legal AI benchmark test uses 10 short, sharp questions designed to expose specific failure modes. The 10 questions test: Reasoning & R…

Prompting vs. Understanding: Are We Outsourcing Our Thinking?

I've been thinking about this a lot lately. There's a real tension between using AI as a learning tool versus using it as a shortcut that quietly hollows out your ability to actually understand something. When I started using AI assistants to h…

Better Models: Worse Tools, Learning to code is still worthwhile, Protect your right to run local AI and many other AI links from Hacker News

Hey everyone, I just sent issue #39 of the AI Hacker Newsletter – a weekly roundup of the best AI links and the discussions around them from Hacker News. Some of the title found in this issue: Claude Code is steganographically marking requests Better …

Extending a Local-First AI Agent Safely

How Row-Bot adds native tools, MCP servers, channels, and skills without giving plugins control over the core runtime I’ve been building Row-Bot’s Plugin System v2 around a simple principle: Plugins should extend the assistant without owning the …