OpenAI teased a project called Jalapeño while Perplexity hinted at a portable computer. These updates arrive alongside new memory capabilities for Claude. The shift toward dedicated hardware and persistent memory suggests a move away from simple chat interfaces. Developers should prepare for more integrated, device-specific AI workflows.