According to @ki_young_ju, token incentives have already enabled global multilingual voice data collection for AI training, demonstrating a functional Web3 data economy; source: @ki_young_ju (X, Dec 8, 2025). The post cites Story’s ecosystem campaign via Poseidon (@psdnai) registering roughly 300K data shard IPs daily, reaching 405K contributors and 34K hours of rights-cleared audio in about two weeks, providing concrete scale metrics for crypto-enabled data supply; source: @ki_young_ju (X, Dec 8, 2025). The statement emphasizes that crypto infrastructure enables globally sourced datasets from cities like Seoul, Jakarta, São Paulo, and Nairobi to train physical-world AI models, highlighting incentive alignment as the driver for data creation in the AI era; source: @ki_young_ju (X, Dec 8, 2025). For traders, these verified contribution and data-hour figures document tangible adoption of AI data crowdsourcing via token incentives in Web3, underscoring the AI-and-crypto data economy theme as articulated in the post; source: @ki_young_ju (X, Dec 8, 2025).

According to @ki_young_ju, Poseidon on Story Protocol crowdsources voice and human-generated data for AI agents using token rewards to scale supply at lower cost, addressing copyright and privacy barriers to high-quality datasets; source: @ki_young_ju on X, Nov 26, 2025. Poseidon is described as the only Web3 project tackling AI data sourcing in this way, positioning it uniquely for AI data markets; source: @ki_young_ju on X, Nov 26, 2025. The project reports 34k hours of voice data and 405k contributors worldwide, ranking #1 in the industry by dataset scale; source: @ki_young_ju on X, Nov 26, 2025. The team has partnered with major industry players, including leading musicians and top K-pop executives, and is now pursuing AI data partnerships with the world’s top AI companies; source: @ki_young_ju on X, Nov 26, 2025; referenced post: @storysylee on X.

According to Vitalik Buterin, approximately 75% of the Verkle tree structure involves components such as tree keys, gas cost adjustments, and the transition process. These components are largely similar across Verkle, Poseidon binary, and Blake binary structures. This insight is crucial for traders and developers focusing on Ethereum's scalability solutions, as it highlights the shared technological foundation of these cryptographic structures.