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Barbara Pender has spent 25 years watching organizations bolt new technology onto old problems and call it transformation. In this episode of TechUnhinged, in conversation with Rabia Javeed, she draws a parallel between how social media scaled without guardrails and where AI is headed, arguing the stakes this time are considerably higher. Most companies are fixing the wrong thing, adding new tools to old problems and calling it progress. Her four-stage trust ladder, assist, execute, optimize, orchestrate, reframes the autonomy question entirely. The real test was never about what an agent can do but about what happens when it doesn't. On governance, if no single executive owns what breaks, you don't have governance, you have a process document. She also flags what most leaders skip, that running AI at enterprise scale burns serious compute, and if you are not measuring that cost alongside business value, you are only reading half the bill.
By TechUnhingedBarbara Pender has spent 25 years watching organizations bolt new technology onto old problems and call it transformation. In this episode of TechUnhinged, in conversation with Rabia Javeed, she draws a parallel between how social media scaled without guardrails and where AI is headed, arguing the stakes this time are considerably higher. Most companies are fixing the wrong thing, adding new tools to old problems and calling it progress. Her four-stage trust ladder, assist, execute, optimize, orchestrate, reframes the autonomy question entirely. The real test was never about what an agent can do but about what happens when it doesn't. On governance, if no single executive owns what breaks, you don't have governance, you have a process document. She also flags what most leaders skip, that running AI at enterprise scale burns serious compute, and if you are not measuring that cost alongside business value, you are only reading half the bill.