Training Data Provenance: The Manifest Diff That Explains the Hash

May 25, 2026 · Dev.to

Memory is two-thirds of what an AI chip costs to build
Epoch AI published a component-cost breakdown of a frontier AI accelerator this week, and the headline number is one tha
Gemma 4 Soft Tokens: The Rise and Fall of 16x16 Words ⚡👀
This is a submission for the Gemma 4 Challenge: Write About Gemma 4 The road to vision capabilities in the Gemma family
Cognitive Debt: AI Is Building Your Systems. Do You Actually Understand Them?
Introduction I want to tell you about a feeling I kept having at work. Our team was shipping faster than ever. Tests pas
I Tested 6 AI Coding Assistants for a Month. Here's What Actually Works.
I spent a month testing Claude Codex, ChatGPT Codex, Cursor, Windsurf, GitHub Copilot, and Gemini Code Assist side by si
Helena Christensen soaks up the sun in strapless swimsuit after turning heads at Cannes Film Festival
Helena Christensen, 57, stunned in a geometric one-piece swimsuit while soaking up the sun at a French hotel following t