Best practices for training text or image 2 image mc skin creator

Introduction This tutorial starts where most agent demos stop: giving the agent persistent memory, operational context, and a place to write back what happened. An event operator does not just need an agent that can summarize a weather report or generate a generic plan. The operator needs an agent that can remember what happened at…

IBM has bolstered its Power server portfolio with a new edge S1112 server and announced IBM Power Autonomous Operations, an AI agent that helps customers monitor Power systems and autonomously resolve issues to keep operations running smoothly. Additional software upgrades are aimed at helping customers deploy and manage AI infrastructure components.  “Each announcement addresses a…

Unwitting User Context-Data Injection, an exploit that draws on the boundary between trusted data and executable instructions, tricking the user into introducing malicious instructions as part of the context data for the LLM.  The prompt may be harmless: The malicious instruction is hidden inside the surrounding context data. It works when a user uploads a…

Topline Chinese startup Moonshot AI on Friday launched what it claims is the world’s largest open AI model, Kimi K3, positioning its product as a direct challenger to leading systems offered by Anthropic and OpenAI in what it calls a “new frontier of intelligence.” The Chinese startup called its AI model the “new frontier of…

GPT-5.6 Sol just joined the Pareto frontier on open source benchmark Senior SWE-bench, and there's a clear trend towards efficiency. Quick TL:DR GPT-5.6 Sol: Opus 4.8 perf @ 40% of the cost Grok 4.5: GPT-5.5 perf @ 25% of the cost Grok 4.5 climbed to #2 on senior-level bug solving but for just ~$1 /…

Framesira/Shutterstock If you’ve been paying attention to Samsung’s smartphone releases over the past few years, you might have picked up on the fact that the changes have mostly been incremental. Apart from regular spec bumps and very few camera tweaks, the Galaxy S range of smartphones hasn’t…