Tech giants and investors worldwide are pouring billionsinto reinforcement learning (RL) environments — simulated workspaces designedto train AI agents — which TechCrunch on Saturday described as “the nextfrontier of artificial intelligence.”
The surge in demand has already produced startups such asMechanize and Prime Intellect, while established firms like Mercor and Surgeare investing heavily to keep pace. According to TechCrunch, leaders atAnthropic have even discussed spending more than $1 billion on RL environmentsover the next year, underscoring how central they have become to global AIcompetition.
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