Experts have rapidly shortened their predictions for the arrival of artificial general intelligence (AGI), from 50 years down to just five. The release of GPT-5 this summer showed impressive advances in reasoning and memory, accelerating adoption timelines beyond expectations. While debates rage over when AGI will finally emerge, innovators are already deploying today’s “imperfect” AI to solve real business problems—moving fast, iterating, and gaining market momentum. Companies like Cursor and Glean have scaled rapidly by employing AI to streamline coding and internal search, serving thousands of users with practical applications rather than waiting for a perfect breakthrough. At Fireflies.ai, AI analyzes billions of conversations, providing actionable insights despite not being flawless. The key is starting small: automating the boring, repetitive tasks and launching solutions that are 80% good, then refining based on feedback. Early adopters build valuable experience and create competitive advantages that compound over time. By the time AGI arrives—whether in a few years or decades—those who started building with available AI will dominate markets, having developed the muscle for innovation while others slowed down waiting for perfection. The lesson is clear: messy, continuous iteration beats waiting for an ideal AI model. The builders aren’t waiting for the future; they’re shaping it today.
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