Indeed, the same design choices that shape performance also create risk. To reduce friction, agents may push for even broader access to your data. That convenience concentrates what used to be siloed: your messages, calendar, contacts — all readable by your agent in a single interaction. This concentration can be dangerous. The same permissions that make you queryable make you targetable, and the risk does not stop with you.
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This isn’t move fast and break things, but rather grow fast and overload things. These companies are in the business of providing LLMs, which are a new capability. Users are leveraging LLMs in new and innovative ways. The resilience engineering researcher David Woods refers to this phenomenon as a florescence to describe this kind of rapid and widespread uptake.
Beautiful dashboards with real-time monitoring