# Пов'язані статті щодо Token

Центр новин HTX надає останні статті та поглиблений аналіз на тему "Token", що охоплює ринкові тренди, оновлення проєктів, технологічні розробки та регуляторну політику в криптоіндустрії.

Token Packages Are Here, Are Telecom Operators in a Hurry?

Major Chinese telecom operators are launching token-based AI computing packages, sparking public debate and highlighting a strategic shift amid slowing traditional revenue growth. In May, Shanghai Telecom introduced token plans (e.g., 9.9 RMB for 10 million tokens), quickly followed by nationwide offerings from China Telecom, China Mobile, and China Unicom. While priced higher than major AI firms like DeepSeek, these packages allow users to access multiple AI models via API using their phone bills, similar to purchasing universal mobile data. The move reflects operators' anxiety as traditional voice, SMS, and data services stagnate. With revenue growth hitting multi-year lows in 2025, AI and computing power represent a critical new frontier. However, current C端 offerings, such as AI photo editing or virtual pets, are seen as non-essential and highlight operators' role as "pipes" or integrators rather than creators of compelling AI products. Beyond consumer packages, operators aim to become key infrastructure players in China’s national computing power network. They position themselves as the "power grid" delivering AI算力, leveraging their vast network of base stations to ensure low-latency, reliable coverage, especially for applications like autonomous driving. This infrastructure role, coupled with unified national调度, could make算力 a ubiquitous utility, driving new consumption scenarios even if mass adoption of token packages remains uncertain.

marsbit13 год тому

Token Packages Are Here, Are Telecom Operators in a Hurry?

marsbit13 год тому

Can Alibaba Cloud Rewrite Itself?

Over the past five months, Alibaba Cloud's MaaS (Model as a Service) revenue has surged 15x, marking a strategic overhaul where the company is shifting its 17-year-old system designed for "humans using cloud" to a new paradigm centered on "Agents consuming Tokens." At its recent summit, Alibaba Cloud announced a full-stack upgrade encompassing "chip-cloud-model-inference," all optimized for AI Agents. Key launches include the new AI product portal "QianWen Cloud," hyper-node servers powered by the in-house AI chip Zhenwu M890, and the latest flagship model, Qwen3.7-Max. Senior VP Liu Weiguang described this as building "China's largest AI factory," where chips are raw materials, the cloud is the workshop, models are machines, and the inference platform is the assembly line, with Tokens as the final product. The company is now emphasizing its chip strategy, unveiling the Zhenwu M890 and a two-year roadmap for future chips. With over 560,000 chips deployed across 400+ clients, Alibaba Cloud aims to control the marginal cost per Token, mirroring Google's integration of TPU and Gemini for optimal cost-performance. The cloud infrastructure itself is being rewritten. Traditional cloud interfaces are being transformed into standardized, Agent-callable Skills. A new scheduling logic focuses on "task scheduling" over "resource scheduling" to handle the unpredictable, elastic workloads of Agents. Liu noted that AI applications now automatically provision cloud resources, with one customer's daily automated provisioning equaling two weeks of manual work. For models, the focus has shifted from conversational prowess to execution capability. Qwen3.7-Max demonstrated this by autonomously writing and optimizing a production-grade AI compute kernel for the new Zhenwu M890 chip over 35 hours, achieving a 10x performance improvement. The underlying Bailian platform was upgraded for efficiency, and it maintains an open ecosystem, hosting third-party models. This restructuring extends beyond technology to sales, organization, and metrics. Alibaba Cloud has established dedicated MaaS sales teams, separated from traditional IaaS, with new KPIs focusing on high-quality Tokens that solve real problems, the number of core business systems integrated with models, and the efficiency of Agent task completion. The underlying bet is clear: AI represents an opportunity orders of magnitude larger than before. Despite the uncertainty, Alibaba Cloud is aggressively rebuilding its entire system, betting on an AI-driven future where Tokens could become its largest product line.

marsbit2 дні тому 10:22

Can Alibaba Cloud Rewrite Itself?

marsbit2 дні тому 10:22

Following the KelpDAO Hack: $40 Billion in Assets Flee LayerZero, Chainlink Emerges as the Primary 'Beneficiary'

Following a major security breach in April where KelpDAO's bridge using LayerZero was attacked for approximately $292 million, a significant shift is underway in the cross-chain infrastructure landscape. An estimated $40 billion in assets is in the process of migrating or has already migrated from LayerZero to Chainlink's Cross-Chain Interoperability Protocol (CCIP). The attack exploited a single-point-of-failure vulnerability due to KelpDAO's 1-of-1 validator configuration within the LayerZero network. Attackers corrupted RPC nodes and used DDoS attacks to force the system to rely on compromised nodes, allowing fraudulent messages. While LayerZero acknowledged a serious error in allowing its validator network to service high-value transactions with such a configuration, the incident highlighted critical security risks. This triggered a rapid migration wave. Starting with KelpDAO on May 6th, several major protocols—including Solv Protocol, Re, Tydro, Kraken, and Lombard—announced switching their cross-chain infrastructure exclusively to Chainlink CCIP. The combined value of these migrations is estimated to be around $40 billion. This movement followed earlier major adoptions by Coinbase (in late 2025) and Circle (in early 2024). Market sentiment reflected this shift, with LINK's price showing relative stability while ZRO (LayerZero's token) declined significantly. Data indicates a net outflow of approximately $20.1 billion from the LayerZero network over 30 days. The migration is largely driven by perceived security differences. Chainlink CCIP employs a decentralized oracle network as its default consensus layer, featuring multiple independent node operators, a separate Risk Management Network, and built-in safeguards like rate limits. In contrast, LayerZero's highly modular architecture offers flexibility but places more responsibility on application developers to configure security settings, a risk underscored by the KelpDAO incident. LayerZero has since apologized for its communication handling post-attack and stated the protocol itself was not compromised, but rather its Labs DVN's internal RPC was poisoned. An official post-mortem report with external security partners is forthcoming.

marsbit05/19 08:10

Following the KelpDAO Hack: $40 Billion in Assets Flee LayerZero, Chainlink Emerges as the Primary 'Beneficiary'

marsbit05/19 08:10

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