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Any read-only AI model or entity is a dead end. If the system cannot modify itself to adopt improvements (self-provided, externally provided), it can't go beyond its initial training, "per-se".

Unless, some kind of ad-hoc architecture permits the AI to grow up, which could be a project or two already, behind the information firewall of the research teams. Not going here to "caution, AGI explosion possible", but more a grounded "some could guess our trick and stole the market before us".

For the singularity thing, too many people worried about, and most probably we will hit singularity a lot of time before we actually acknowledge that we have done. Not AGI stuff again, remember that extremely advanced (AI) technology is more than enough to radically change society, not AGI required.