Category: Uncategorized
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AI Security: When the Companies Creating the Risk Sell the Defense
AI agents create a new class of enterprise risk. The answer is not blind trust or cynical paralysis—it is defined access, ownership, controls, and a real way to stop them.
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Are You Using AI, Building With It, or Redesigning Work Around It?
Saying an organization “uses AI” no longer says much. The useful question is whether AI improves individual productivity, expands team capability, or changes how work gets done.
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Stop Making Users Choose How Smart Their AI Should Be
Enterprise AI should route each request to the least expensive capability that can do the job well—while preserving clear overrides for power users.
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AutoResearch: the autonomous loop that breaks the 90-minute priority meeting
Two engineers walk into a planning meeting. One brings a 6-month backlog. The other brings an autonomous loop that just ran 100 iterations of research. Guess who gets budget. What AutoResearch actually is AutoResearch isn’t a tool. It isn’t a model. It’s a methodology: a loop where AI defines the problem, proposes directions, tests them…