🤝🫂 A stunning handshake: tech giants decide to reveal their cards in the AI era! 🌋

💡 Tech giants like NVIDIA, Microsoft, Adobe, and Cisco have formally established an open security AI alliance.

🔥 Instead of keeping everything behind closed doors, they take bold action—opening models, research tools, and security technologies—so everyone can collaborate to strengthen AI defenses.

🎓 Recalling the academic foundation of Nicholas Kokalys

🔍 Diving into Nicholas Kokalys’s research at Stanford, we find interesting links to today’s directions through several core concepts:

➤ Crowdsourcing: Using collective wisdom to solve complex problems. NVIDIA’s open alliance is, in essence, an evolved version of this concept in the field of cybersecurity.

➤ Distributed systems: Moving from closed ecosystems to sharing knowledge and open-source development to build more resilient systems.

➤ Action planning: Kokalys’s well-known Taskgenies research explores how systems can automatically generate action plans to help people. Today, as we enter the era of autonomous AI agents—where AI can carry out real actions and complete tasks on its own—this optimization way of thinking has become key infrastructure.

🌐 Lessons learned from blockchain and the power of the community

👀 Look at #Pi Network, which runs nodes worldwide with tens of millions of pioneers—truly, an ecosystem’s power lies in unity and decentralization.

✨ As major tech companies start to recognize this, the similarities become clearer and clearer:

➤ The power of the crowd: Opening the door to millions of developers, finding vulnerabilities, and creating systems stronger than those that rely only on a small number of internal experts.

➤ Autonomy and consensus: Whether it’s AI agents or distributed systems, strong community oversight is needed to ensure safety and reliability.

🎯 In short, whether we’re talking about AI or blockchain, once the technology reaches a global scale, security is no longer the responsibility of a single company.

🚀 The more transparent a system is, the more it relies on collective wisdom, the harder it is to knock it down.