AARP measured it: the first technology that gives the experienced worker more job security than the young one. Early retirement is losing your asset.
Meta's own leaders now call morale the worst in company history after years of ruthless efficiency. The lesson for how you bring AI into your org is blunt.
Aaron Levie and Garrett Lord agree: AI programs stall at pilot because the company cannot define what good looks like. Evals are that definition, written.
Satya Nadella says there should be as many AI models as firms in the world. Your advantage comes from tacit knowledge embedded in weights you own.
Paul Bakaus names the distinction most enterprise AI discussions miss. Delegation gets you there faster. Surrender lets AI decide where you go at all.
Alex Lieberman mapped 14 stages of AI adoption after 14 months with executives. Most companies skip the first ten and start by building. Then they stall.
Gemini 3 Flash is listed 80% cheaper than GPT-5.4 and costs 38% more to run. The list price is marketing. The bill depends on how many tokens each model burns.
Altman said the most credible scientists held AI back through certainty. The same thing happens in your company: the surest person is often the biggest brake.
Joe Pine puts it bluntly: you are what you charge for. Charge for the tool and you are in the tool business. Charging for the outcome forces the change.
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