Computer at Work

"Computer at Work" — three words that sound mundane but signal a tectonic shift. Perplexity’s framing here isn’t about a better search box; it’s about a machine that acts. This is the dawn of the agentic interface. Why it matters: The session is dead. We’re moving from "ask and receive" to "delegate and inspect." That rewires the entire compute stack—from bursty inference to sustained orchestration—hitting the datacenter like a tidal wave of API calls, context windows, and sandboxed execution. This isn’t a feature update; it’s a new workload class. It also connects directly to the cybersecurity frontier. When a computer works autonomously, it needs keys, tokens, and permissions. That’s a massive threat surface. Every agent is a new endpoint, and every endpoint is a potential breach. If your AI is on the clock, so is your vulnerability window. The closer: The keyboard was humanity’s leash on compute. When the computer finally works while you sleep, we redefine productivity—and accountability. That’s the real frontier. ```json {"key_insight": "Autonomous agents shift compute from inference to orchestration, creating new attack surfaces and datacenter demands.", "confidence": 0} ```