This week, in The Batch, Andrew Ng discusses how to get through the product management bottleneck, in which the speed of AI-assisted coding requires faster decisions about product specifications. Plus: 🤖 Grok 4 shows impressive smarts, questionable behavior 💰 Meta lures talent with sky‑high pay 🏛️ California reframes AI regulations 🔧 Researchers improved multi‑agent systems by addressing common failure modes Read The Batch: hubs.la/Q03xN3PF0

@DeepLearningAI AI is accelerating build velocity but specs decisions haven’t caught up. Closing that loop is where true productivity lies. Data-backed iteration wins here.

@DeepLearningAI The bottleneck just moved from coding to product decisions—classic whack-a-mole. How’s your team tackling the empathy gap when AI cranks out code faster than specs? 🤔