According to Edward Dowd, the high costs associated with starting an AI initiative now include significant legal expenses, particularly related to intellectual property issues. This highlights that relying on intellectual property theft is not a sustainable business model. Legal compliance and intellectual property protection are crucial factors for AI startups to consider, impacting their financial planning and operational strategies (source: Edward Dowd on Twitter).

According to EmberCN, Gate's platform token $GT has achieved a new all-time high of $17.6, marking a 276% increase from $5.1 earlier this year. Gate.io has been strategically enhancing its market position by being one of the first to list trending tokens, earning a reputation as a precursor to Binance listings. This approach has made Gate.io a preferred platform for trading emerging and popular tokens. In addition to its listing strategy, Gate.io has gained traction through its Startup initiative, which includes GT exclusive airdrops and VIP free airdrops. Gate.io has successfully airdropped over 1,583 projects, valued at more than $120 million. Despite the rise of DeFi, centralized exchanges like Gate.io remain the primary trading venues for many users.

According to Vitalik Buterin, the co-founder of Ethereum, there is a need to explore alternative organizational structures beyond the traditional startup model for important collective projects. He suggests that not every problem in the cryptocurrency space is best addressed through the startup form, implying that diverse approaches may lead to more effective solutions.

According to Vitalik Buterin, there is a need to reconsider how important collective projects are structured, suggesting that the default reliance on startups may not be suitable for every problem. This perspective encourages exploring alternative organizational forms that could better address specific challenges in the crypto space.