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Today’s LLMs including the most recent and advanced models from the frontier labs are bad at context. Extraordinarily bad at context. And bigger context windows aren’t making them any better. That can be a shocking or somewhat awkward statement to start an article, and I’ll certainly get pushback from many on this one. That’s fine.…

The AI operations console looks clean and simple. Getting there is anything but. It requires multiple disciplines working together across monitoring, control, governance and human intervention to make real-time operations actually work. The irony in all of the AI discussion is that the more AI you deploy, the more humans you seem to need around…

This might sound like another AI doomsday scenario with swarms and hive minds but it is not. It is far more practical and far more dangerous to enterprises in the wrong hands. The industry is currently obsessed with agent swarms and the dangers of collective intelligence. But if you duck under the covers and take…