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Big tech companies face a salary inversion for AI talent, with top fresh graduates earning up to 5 million annually

According to Beating reports, Lei Feng Network interviewed several headhunters and found that major domestic internet companies are tightening their recruitment quotas but are still willing to break salary limits for top AI talents. Headhunters revealed that this year, some outstanding fresh graduates in foundational model directions have annual packages reaching 2 million yuan; ByteDance Seed and Xiaohongshu's highest offers have reached 4 million to 5 million yuan, while Baidu is in the range of 2 million to 3 million yuan.The high salaries for talent are exacerbating internal salary discrepancies. An internet professional stated that some employees in foundational models have lower job levels but earn more than their higher-level colleagues. Similar situations emerged as early as 2017; an experienced engineer recalled that at that time, a returnee fresh graduate who joined a year later and was at a lower job level had a monthly salary 10,000 yuan higher than his own, leading to a monthly turnover of about 10% in a team of over thirty people.Headhunters noted that application-side positions are shrinking, while foundational model teams still lack individuals who can truly train large models. Coding Agents, model evaluation, pre-training data, and Agent infrastructure have become new focal points for talent acquisition; DeepSeek has recently been expanding its recruitment for backend developers and Agent Infra engineers, while the hiring enthusiasm in areas like AI search has decreased. Companies are not only looking at academic qualifications and papers but also place greater importance on whether candidates have actually trained large-scale models in leading teams; the salaries and responsibilities of scarce talents can be negotiated separately, while competition among ordinary AI job seekers is more intense.

first_img The Zcash development team plans to allocate independent keys for each ZEC exchange to prevent quantum cracking

The Zakura team, which operates the Zcash network, released a technical article stating that they plan to allocate a unique viewing key for each ZEC exchange completed through NEAR Intents, in order to block future quantum computers from exploiting public refund addresses to piece together user payment histories. NEAR Intents supports cross-chain token exchanges, and when users exchange the privacy coin ZEC for USDC, the service will publish a Zcash address for the user on the NEAR public blockchain, which will be used to return any unused ZEC.The Zcash address contains a public key generated by the wallet's viewing key, which cannot be reverse-engineered by ordinary computers, but large quantum computers running Shor's algorithm could theoretically deduce the key from the address. Zcash wallets can generate multiple seemingly unrelated addresses, but they typically share the same viewing key. Once an attacker cracks it, they can associate all payments received by the account and read the amounts and notes. Zakura's solution allocates a unique viewing key for each exchange, while the spending key remains in the user's main account. Even if the future refund address is compromised, the attacker would only be able to see payments related to that specific exchange.This design also addresses a practical issue: wallets conducting hundreds of exchanges would generate hundreds of keys, requiring each key to scan the entire Zcash chain during backup recovery. Zakura's solution is a privately queryable database that uses private information retrieval technology, so when the wallet inquires about the refund destination, the database will not know the address being queried. Zakura claims that wallets built on its open-source library (including Vizor) will be able to add this feature in the coming weeks, and hardware wallets will follow after firmware support, ahead of the January quantum-resistant payment target set by Zcash developers this month.

Strive CEO: The long-term performance of Bitcoin is expected to surpass gold, maintaining a high exposure to Bitcoin is key to obtaining excess returns

Matt Cole, the CEO of Bitcoin Treasury Company Strive, stated on the X platform that the long-term trend of currency depreciation will continue to drive the appreciation of scarce assets. Bitcoin, as digital gold, is still in its early stages of development, and as the market matures, its long-term performance is expected to surpass that of gold.Cole pointed out that over the past 55 years, gold has had a compound annual growth rate that exceeded the growth rate of the U.S. M2 money supply during multiple periods. Specifically, since 1970, the rates have been 9% and 6.7%, respectively; since the global financial crisis, they have been 9.5% and 6.3%; and since the COVID-19 pandemic, they have been 18.3% and 6.5%. Cole believes that as the debt crisis continues to worsen, the long-term outperformance of scarce assets relative to the dollar may further expand.For Strive, the key to outperforming Bitcoin lies in maintaining a high Bitcoin exposure multiplier and sufficient liquidity, rather than simply reducing financing costs. He emphasized that establishing and maintaining high Bitcoin exposure while avoiding financial risks is extremely challenging, and the market currently underestimates Strive's competitive advantages in Bitcoin exposure amplification and liquidity management. Its core investment philosophy is to reduce dollar exposure in the long term and increase Bitcoin allocation.
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