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[REALTIME API] - FEEDBACK - We Built a Star Trek Medical Computer on the Realtime API, It Works 30% of the Time

OpenAI Developer Community February 16, 2026
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multitechvisions: > Beyond 10-15 minutes, extraction accuracy drops noticeably. More idle calls, missed data, less precise tool arguments. Medical encounters run 20-40 minutes routinely. This is a critical gap for any real-world clinical deploymen I feel your pain on this, having seen the experience grow worse as time progresses. There is only a 32K input token limit. Have you experimented with calling conversation.item.delete on old items? perhaps with a separate model flagging what can be deleted, and perhaps even introducing a consolidation of several items and deleting them? That is on my TODO list to tackle this problem

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