Anita Ramaswamy

Twilio's stock has surged 36% in 2026, outperforming a declining SaaS market, driven largely by investor enthusiasm for its voice AI business that builds and manages AI agents for customer phone interactions. The company's revenue growth doubled to 14% last year, fueled by this emerging AI segment. However, the article suggests investors may be overlooking risks or structural challenges beneath the surface of this rally.

Nvidia is investing up to $3.2 billion in Corning to build three new factories in North Carolina and Texas focused on optical technologies. Corning manufactures glass for smartphones, optical fiber, and data center hardware components. The partnership aims to expand production capacity for optical infrastructure that supports AI and data center operations. Corning has issued Nvidia equity as part of the arrangement.

Recent high-profile breaches at startups like Mercor and Vercel, combined with Anthropic's disclosure that its Mythos AI model identified thousands of previously unknown cybersecurity vulnerabilities, underscore growing demand for AI-powered security solutions. The article argues that cybersecurity vendors CrowdStrike and Palo Alto Networks, which are integrating AI into their threat detection and response capabilities, represent undervalued investment opportunities as enterprises face mounting pressure to defend against both conventional and AI-discovered attack vectors.