kaal:claim:5095633-028

Decentralized data annotation at scale is not operationally feasible without advances in consensus algorithms or layer-two scaling, because existing blockchain infrastructures cap transaction speed and network capacity.

Source quote, verbatim

existing blockchain infrastructures typically grapple with limits on transaction speed and network capacity. Continuous innovation in consensus algorithms, such as Proof of Stake or layer-two scaling solutions, is thus critical.

From

Wulf A. Kaal, Artificial Intelligence The Final Frontier (2025), 5.3. Shortcomings, p. 17
https://ssrn.com/abstract=5095633 · source PDF

Cite as

Wulf A. Kaal, Artificial Intelligence The Final Frontier (2025). SSRN: https://ssrn.com/abstract=5095633

Holds when

real-time or near real-time annotation of large data volumes

Classification

conditionsupport: arguedfailure: blockchain throughput bottleneckfamily: scalability-and-throughput-limitconsensus-and-security

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