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Mechanism Capital合伙人:2026年实体AI数据规模将扩大100倍

PANews 1月2日消息,Mechanism Capital合伙人Andrew Kang在X平台发文表示,2025年机器人领域解决了长期存在的模型架构与训练挑战,并在数据采集技术、数据质量理解和数据配方方面取得重大进展,使得人工智能公司有信心最终开始投资大规模数据收集,像Figure、Dyna和PI这样的公司利用强化学习 (RL) 的创新技术,在各种实际应用场景中实现了99%以上的成功率。 此外,记忆技术的进步打破了“记忆墙”,NVIDIA的ReMEmber利用基于记忆的导航,Titans与MIRAS实现了测试时记忆,更优秀的虚拟定位模型(VLM)意味着虚拟定位阵列(VLA)拥有更佳的空间理解能力,以及能够大幅提升吞吐量的数据标注和处理流程。2025年市场初步领略到数据规模带来的零样本能力映射、视觉力度敏感性和通用物理推理,2026年实体AI数据规模将扩大100倍。
Disclaimer: The views above are the author's only and do not represent 711BTC. Nothing here constitutes investment advice.

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07-08 20:31

The Bank of Korea has released a regulatory proposal suggesting that personal stablecoin transactions exceeding $10,000 should be limited to transfers from verified wallets.

According to Mars Finance, the legal team of the Bank of Korea has published a research paper titled "Regulatory Scheme for Foreign Remittance Transactions Targeting Stablecoins," proposing regulatory recommendations for large-scale stablecoin transactions. The paper, referencing current South Korean foreign exchange control regulations, proposes constraints on stablecoin transfers exceeding $10,000 between individuals, requiring such transactions to be conducted only between officially certified wallets, along with a pre-reporting mechanism. The institution acknowledges that there are technical obstacles to fully controlling unregistered wallets, but due to anti-money laundering compliance requirements, it is necessary to strengthen restrictions on large-scale cross-border stablecoin fund flows. South Korean regulators have previously repeatedly stated the need to improve the monitoring system for cross-border crypto asset transactions using non-custodial wallets; this paper further refines and implements the regulatory approach.

07-08 20:22

Gate responded to online rumors of user asset theft: An urgent investigation is underway, and preliminary assessments indicate it is an isolated incident.

According to Foresight News , Gate responded to online reports of user assets being stolen, stating that the incident shows the customer made a withdrawal between 3:00 PM and 4:00 PM on July 7th, and reported the loss to online customer service at 5:00 PM on July 8th. Gate has initiated an investigation, and the incident is currently under urgent investigation. Preliminary assessments indicate it is an isolated case, there are no system security vulnerabilities, and the website is operating normally. Preliminary investigations suggest this incident may be related to a leak of user information; the specific details are under investigation. Gate will disclose further details as soon as the investigation concludes.

07-08 20:19

Justin Sun has staked $430 million in Ethereum on Lido, yielding an annualized return of approximately $9.5 million.

According to Odaily Lens monitoring, Justin Sun Sun has been continuously staking ETH through Lido Finance. 23 hours ago, Justin Sun staked another 13,000 ETH, worth approximately $23.08 million, bringing his total staked ETH on Lido to 247,436 stETH, currently valued at approximately $430.2 million. Data shows that since February 2023, this staking position has generated a total of 11,307 stETH staking profits, worth approximately $26.82 million. Based on the current profit level, Justin Sun position has an annualized return of approximately $9.5 million.

07-08 20:17

Guangdong: By the end of 2027, the province's urban digital infrastructure support capabilities will be significantly enhanced.

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07-08 20:10

Morgan Stanley reiterated its "overweight" rating on RKLB and raised its bullish price target to $293.

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