As GPU rental costs plummet to just dollars per hour, individual developers are now fine-tuning open-source models from their homes—a capability once exclusive to billion-dollar tech corporations. Industry observers argue this accessibility shift represents the real revolution, potentially enabling small specialized teams to outcompete large companies in niche AI applications.
Why it matters: The democratization of AI training infrastructure could reshape competitive advantage in the tech industry, empowering smaller players to build focused, domain-specific intelligence systems that rival corporate offerings.