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Letta has launched a new benchmark called FrontierMemory to test the continuous learning capability of AI agents from experience, with results showing significant variation among different agent frameworks.
VB Pulse data shows that 85% of organizations use two or more platforms to orchestrate AI agents, while roughly one in five cannot stop runaway agent spending in real time. This indicates that organizations are currently prioritizing control, observability, and reliability over user experience, while most “agent” applications remain far from multistep autonomy.