Towards Data Science·
Architectures, pitfalls, and patterns that work The post A Practical Guide to Memory for Autonomous LLM Agents appeared first on Towards Data Science.
Read full articleA study published in July 2025 claimed the Centaur AI model could simulate and predict human behavior with astonishing accuracy. A counter study raises doubts.
Micron's AI-driven growth faces potential risks as increased industry capex may lead to oversupply, impacting future pricing power. The post Micron Technology rides the AI memory supercycle, but Reuters says the party might be over for latecomers appeared first on Crypto Briefing.
Ace system design interviews with 10 GitHub repositories packed with fundamentals, proven patterns, and real questions to help you design scalable systems with confidence.
In this tutorial, we build an advanced agentic AI system using the OpenAI API and a hidden terminal prompt for the API key. We design the agent as a small pipeline of specialized roles: planner, tool-using executor, and critic, so that we can separate strategy, action, and quality control. We also integrate structured tools (calculator, […] The post How to Build an Advanced Agentic AI System with Planning, Tool Calling, Memory, and Self-Critique Using OpenAI API appeared first on MarkTechPost.
Osaurus combines local and cloud AI models in a Mac app that keeps users’ memory, files, and tools on their own hardware.
Standard prompt attacks are merely the beginning. A structured framework to map and mitigate the backend attack vectors of agentic workflows. The post The AI Agent Security Surface: What Gets Exposed When You Add Tools and Memory appeared first on Towards Data Science.
Learn which seven OpenCode plugins add memory, search, Gemini, terminal control, analytics, and reusable skills to make AI coding workflows stronger.
Chinese market research firm Sigmaintell expects Apple to be the only company to see growth in the laptop market this year. Overall, Sigmaintel predicts global notebook shipments will reach 181.1 million units this year, a decline of 8%. That drop will, in part, be caused by memory and component shortages and also by slowing market demand. That’s going to damage all of the notebook vendors, bar Apple,. Apple laptop sales expected to rise more than 20% Sigmaintell calculates Apple will ship 28 million laptop in the year, up 21.7% from 2025. This puts Apple in third place in laptop shipments, a demand the company will be able to meet despite component shortages because of the efficient use of memory inherent to its systems. That memory efficiency acts as a protection against the impact of climbing costs, even as competitors struggle with the affects on their business. Apple’s incoming CEO, John Ternan, is being presented as a hardware man, so he will no doubt be pleased to experience th
