Agentic AI
# State of Agentic AI: Founder’s Edition ## Introduction: Lessons from Clippy If you’ve never heard of **Clippy** — Microsoft’s infamous paperclip assistant from 1996 — count yourself lucky. Introduced in Microsoft Office (ancestor to today’s Word and Excel), Clippy became [the world’s most hated virtual assistant](https://www.
AEPO
AEPO: Balancing Exploration and Stability in Agentic RL In the rapidly evolving field of agentic reinforcement learning (RL), balancing exploration and training stability has become a central challenge in multi-turn agent training. Mainstream entropy-driven RL approaches encourage models to explore uncertain reasoning paths, but excessive reliance on entropy can lead
AI security
# Agentic AI Security: Risks and Mitigations Agentic AI systems can be **transformative** — enabling novel software approaches by coordinating networks of agents via loosely defined conversational interfaces. While powerful, this paradigm **introduces significant security vulnerabilities**, some possibly inherent. > We simply don't know how to defend against these attacks.
AI agents
Accelerating Development with Agents and Agentic AI Agents and agentic AI empower developers to build faster and smarter. They enable connected, autonomous systems that continuously improve applications, setting new benchmarks for both speed and quality. The Traditional AI Integration Challenge Integrating multiple AI services has typically required: * Managing separate dashboards
Agentic AI
Andrew Ng’s New Course: Agentic AI Andrew Ng has launched a new course focused on Agentic AI — a methodology for building multi-step, self-optimizing AI workflows. --- Core Ideas Andrew distills Agentic AI into four design patterns: * Reflection * Tool Use * Planning * Collaboration For the first time, he emphasizes evaluation and
Intel Panther Lake
# Intel Panther Lake: Advanced x86 Performance Meets AI Era Over the past two years, Intel news often leaned negative — but recent developments suggest momentum is shifting. --- ## Recent Breakthroughs 1. **NVIDIA’s $5B Investment** NVIDIA will collaborate with Intel on an **x86 SoC** with integrated RTX GPU, boosting Intel’s
AI Deployment
QCon 2025 — Beijing Preview Date & Time: 2025‑10‑10 · 12:30 · Beijing --- Introduction — Beyond the AI Hype When the initial excitement around AI fades, we enter the deep waters of engineering. The challenge shifts from building proof‑of‑concepts to integrating intelligence into enterprise core systems — reliably, efficiently,
Notion 3.0
Notion’s Core Tech Stack Takes a Radical Turn Many companies hesitate to completely rebuild their technology stack — but Notion broke the mold. To launch Notion 3.0 this September, the team made a bold, near-immediate choice: rebuild the entire architecture from scratch. As one of the most recognized names
Agentic AI
🚀 Introducing the Agentic AI Course Dear friends, I’m excited to announce my latest course: Agentic AI — designed to help you quickly master building cutting-edge agentic workflows. 📍 Enroll now via DeepLearning.AI: Agentic AI Course Prerequisites: * Familiarity with Python * (Optional) Basic knowledge of LLMs --- 🛠 Course Approach This self-paced course