Re-evaluating the scaling hypothesis: The AI industry’s shift towards innovative strategies | Digital Watch Observatory

Re-evaluating the scaling hypothesis: The AI industry’s shift towards innovative strategies | Digital Watch Observatory

The need for innovative strategies beyond scaling is becoming clear, suggesting a pivot towards support for bold research and novel solutions to achieve reliable and intelligent AI systems.

In recent years, the AI industry has heavily invested in the ‘scaling hypothesis,’ which posited that by expanding data sets, model sizes, and computational power, artificial general intelligence (AGI) could be achieved. That belief, championed by industry leaders…

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