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The biggest misconception in the current market is treating 'AI-added' as the endgame. The vast majority of public chains' support for AI is essentially 'mounted': core computations occur in off-chain black boxes, data interactions rely on complex oracles and cross-chain bridges, and trust mechanisms are forced to be fragmented. This patchwork structure may pass muster during demos, but once faced with the large-scale commercial use of AI agents that require continuous high-frequency interactions and have long-term state memory, its performance bottlenecks and security risks are fatal. This is precisely the core perspective I have when examining @Vanarchain . Vanar's value lies not in how many AI slogans it has shouted today, but in whether it is prepared at the underlying architecture level for the future of 'AI-first' applications. When mainstream entertainment and gaming giants access Web3, they bring not just vast numbers of users, but also deep, real-time demands for AI personalized services. A truly AI-native application environment must provide extremely high concurrency processing capabilities, nearly zero interaction costs, and smooth compliance interfaces, allowing each inference, decision, and state update of the AI to occur naturally on-chain, rather than being forcibly split. Vanar's commitment to building frictionless, enterprise-level infrastructure is, in fact, paving the way for AI to transition from 'add-on' to 'embedded'. Under this architecture, $VANRY is no longer merely a simple payment tool, but a core resource credential that sustains the continuous operation of this highly integrated computing environment. Understanding the essential difference between AI-added and AI-first also reveals the true long-term potential of Vanar's pragmatic infrastructure approach. #vanar
Bidding Farewell to Volatility: How WAL Opens the Commercial Era of Decentralized Storage Through a "Stable Pricing" Mechanism?
In the past week, with the official establishment of Team Liquid's 250TB media library, @Walrus 🦭/acc not only demonstrated its throughput capacity on a physical level but also showcased an extremely hardcore business logic to the market—"USD pegged stable pricing." The maturity of this mechanism marks that cointag $WAL is evolving from a "speculative asset" into a true "global productivity base." 📉 Shattering Volatility: The Last Piece of the Puzzle for Web2 Giants' Entry For a long time, the core pain point preventing decentralized storage from being commercially utilized on a large scale has not been performance (#walrus has already solved millisecond-level retrieval with Red Stuff technology), but rather the unpredictability of costs. What enterprises fear most is that the budget for storing 1PB of data today could lead to maintenance costs directly exceeding the budget tomorrow due to a doubling of cryptocurrency prices.