Whether Artificial General Intelligence Will Arise Spontaneously Or Via Slow Roll
Key takeaways
- AIWhether Artificial General Intelligence Will Arise Spontaneously Or Via Slow Roll By Lance Eliot,
- Forbes contributors publish independent expert analyses and insights.
- The prevailing wisdom is that AGI or ASI will just suddenly and miraculously be reached, as though a spark of lightning suddenly made it happen.
AIWhether Artificial General Intelligence Will Arise Spontaneously Or Via Slow Roll By Lance Eliot,
Forbes contributors publish independent expert analyses and insights. Dr. Lance B. Eliot is a world-renowned AI scientist and consultant.Follow Author Jun 20, 2026, 03:15am EDT--:-- / --:--This voice experience is generated by AI. Learn more.This voice experience is generated by AI. Learn more.Summary. The article challenges the prevailing assumption that artificial general intelligence (AGI) or artificial superintelligence (ASI) will emerge spontaneously via a sudden "intelligence explosion" or "AI Big Bang." It contrasts this theory, which suggests a rapid, self-accelerating leap to pinnacle AI, with a "stepwise incremental" pathway, reflecting AI's current slow but steady progress. The author notes that the "AI Big Bang" concept, whether self-initiated by AI, triggered by human discovery, or accidental, currently lacks concrete evidence and relies on an unproven "miracle." Human actions, from discovering a breakthrough to inadvertently blocking an explosion with controls, could profoundly shape AGI/ASI's arrival, highlighting the deep mystery surrounding its future development.
Advancing AI to AGI or ASI is seen as achieved via a spontaneous intelligence explosion but others believe that incremental steps will suffice.gettyIn today’s column, I do some myth-busting by taking apart a prevailing assumption that attaining artificial general intelligence (AGI) and artificial superintelligence (ASI) will of necessity happen on a spontaneous basis. The prevailing wisdom is that AGI or ASI will just suddenly and miraculously be reached, as though a spark of lightning suddenly made it happen.