Tim Scarfe and Adam Becker examine claims that accelerating computation will produce a near-term technological singularity. Adam Becker argues that the evidence relies on cherry-picked historical milestones and overlooks the physical limits that eventually end every exponential trend.
Tim Scarfe and Adam Becker distinguish the real capabilities of language models from claims about consciousness, agency and general intelligence. Adam Becker expects systems based on current methods to continue requiring human supervision because confident errors arise from the same process that produces correct outputs.
Tim Scarfe and Adam Becker also question the assumptions behind recursive self-improvement, instrumental convergence and longtermist AI risk. They argue that treating intelligence as a single quantity detached from bodies, environments and social context makes these theories appear more certain than the evidence supports.
Tim Scarfe and Adam Becker connect these narratives to concentrated economic power. Adam Becker says technical systems cannot replace political decisions about climate, inequality and public accountability, and calls for stronger regulation of the technology industry rather than accepting elite visions of the future as inevitable.
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