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Article link: https://open.substack.com/pub/johanos... The article responds to Elon Musk’s claim that saving for retirement may become irrelevant because AI and robotics will create a world of abundance. It argues that this is a compelling headline but a risky framing, because it collapses a complex issue into techno-optimism. For most people, retirement isn’t a thought experiment — it’s a real concern shaped by uncertain income, rising living costs, healthcare, and housing. The core point is that the key word is not “abundance” but “distribution”: even if AI boosts productivity, it doesn’t automatically follow that ordinary households will receive the gains in a way that delivers real security in old age. It then stresses that Musk’s view depends on a fragile chain of assumptions and ignores ownership and market power: who controls the models, platforms, and value capture. Productivity gains often flow to capital and networks unless deliberate mechanisms spread the benefits. It also warns that sweeping public claims can sound like advice and may harm those least able to absorb financial shocks. The takeaway is practical: individuals shouldn’t base retirement planning on speculative futures; leaders and policymakers should treat “AI abundance” as a provocation to design credible operating models—pensions, safety nets, taxation, and affordability of essentials—so that any abundance becomes shared security rather than deeper inequality.