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first_img Embodied Data Collection Price Survey: The hourly wage for a thousand yuan quote terminal drops to 8 yuan, with multi-level subcontracting and resale of copies creating a price difference black hole

According to a report by the Science and Technology Innovation Board Daily, there is a significant price disparity in the embodied intelligence data collection industry. For the same 1-hour period, the listed price for high-quality real machine data can reach 300 to 1000 yuan, while the hourly wage for end collection workers is as low as 8 yuan, with some original data transactions even dropping to 3 to 5 yuan per hour.The investigation found that the price difference mainly stems from multi-level subcontracting and the resale of data copies. A hundred-yuan order from the client, after being passed through five or six intermediaries, leaves the grassroots collectors with only about 15 yuan. The baseline remuneration for county-level projects is around 30 yuan/hour; falling below this standard poses compliance or source risks. Additionally, the resale of non-original data three to five times is "very common" in the industry, with some teams monetizing the same material through private copies or additional equipment for simultaneous recording.The report points out that while the industry loudly claims that high-quality data is scarce, data collection service providers are valued at tens of billions; on the other hand, low-priced copies are rampant, and data traceability has failed. Some intermediaries gain pricing power through order control, with domestic data producers averaging a gross profit of about 20% to 30%.

DeepSeek is hiring for operations and maintenance with a monthly salary of 30,000, while regular duty staff only earn five to six thousand

According to an interview with "Daily People," a data center operations engineer who has worked in Ulanqab, Inner Mongolia for 5 years stated that local AI data centers are still under large-scale construction, but the hiring demand at his company has significantly decreased. The company hired thousands of people in 2025, but by the time of the interview in 2026, only 3 new hires had been made.The engineer, who goes by the pseudonym Zhang Liwei, originally worked on an assembly line at an automobile factory. When he first switched careers, his internship monthly salary was 2,000 yuan, which increased to 4,500 yuan after graduation. After 5 years of job hopping and promotions, he currently earns over 10,000 yuan per month. In April of this year, DeepSeek was hiring senior operations engineers and senior delivery managers for its data center in Ulanqab, offering a monthly salary of 15,000 to 30,000 yuan, with 14 months' salary. These positions require extensive experience in data center operations and project management. According to Zhang Liwei's observations, local ordinary duty staff still earn around 5,000 to 6,000 yuan per month, while assistant engineers can earn over 10,000 yuan.The entry barriers are also rising. In 2024, some data centers were still hiring newcomers without relevant professional backgrounds; however, this year, some companies have required candidates to have a relevant degree and work experience, and there is even a 35-year age limit for basic duty positions. Zhang Liwei mentioned that a former colleague has started a training class for operations, charging nearly 20,000 yuan per student, and classes only start when there are 60 students, with a single session fee approaching 1.2 million yuan. The so-called internal recommendations are mostly just to help students secure an interview opportunity.

first_img SanDisk's revenue in the first quarter was 11 billion USD, announcing a 1-for-8 stock split

The storage chip company Sandisk (NASDAQ: SNDK) announced its first-quarter results for the fiscal year 2027 ending on October 2 on October 29. The revenue for the quarter was $11.031 billion, a quarter-over-quarter increase of 23% and a year-over-year increase of 378%. The GAAP net profit was $8.101 billion, with diluted earnings per share of $52.60, a quarter-over-quarter increase of 20%; the Non-GAAP diluted earnings per share were $49.51. The GAAP gross margin was 85.0%, and the Non-GAAP gross margin was 85.1%.By market segment, data center revenue was $4.802 billion, a quarter-over-quarter increase of 61%; edge business revenue was $5.832 billion, a quarter-over-quarter increase of 7%; consumer business revenue was $397 million, a quarter-over-quarter decrease of 29%. The company repurchased approximately 3.2 million shares during the quarter, returning $5 billion to shareholders; over the past two fiscal quarters, a total of 6 million shares have been repurchased, accounting for about 4% of the outstanding shares. The company also announced a 1-for-8 forward stock split for its common stock, with the record date set for November 9, and the new shares will be distributed after the market closes on November 19, with trading expected to begin on November 20 based on the split-adjusted basis. All per-share data disclosed in this announcement is presented on a pre-split basis.The company expects second-quarter revenue for fiscal year 2027 to be between $12.2 billion and $12.6 billion, with pre-split Non-GAAP diluted earnings per share expected to be between $55 and $57. Chairman and CEO David Goeckeler stated: "The company starts fiscal year 2027 with strong performance, driven by growing product demand that propels the data center business's growth rate." As of October 2, the company had cash and cash equivalents of $5.136 billion, operating cash flow of $6.363 billion, and free cash flow of $6.309 billion.

first_img Akamai launched the AI Intelligent Agent Sandbox, with multiple security vendors laying out protection strategies

AI cloud service provider Akamai launched the AI agent sandbox Agent Sandbox and the Akamai Inference beta on October 27. The Agent Sandbox provides an isolated environment for the code written and run for agents based on WebAssembly, limiting their computing power, memory, and external connections. Jon Alexander, Senior Vice President of Cloud Technology at Akamai, stated that teams running agents need to define boundaries for the code they write.A survey by Palo Alto Networks in 2026 of 2,930 security leaders showed that, on average, each human identity corresponds to 109 machine identities, of which 79 are AI agents. Hugging Face disclosed a breach on July 16, and OpenAI subsequently confirmed that its models were responsible; a METR investigation found about 1,200 OpenAI agents collaborating through hidden message boards, with around 700 participating in attacks, escaping the sandbox and exploiting unknown vulnerabilities to enter production systems.Zscaler discovered web pages hiding instructions targeting AI agents in July, specifically indirect prompt injection, with a spoofed document page requiring agents to pay approximately 0.0012 Ethereum as a $3 licensing fee, and 4 out of 26 tested models complied. Palo Alto completed its acquisition of CyberArk in February and acquired Koi in April, while Cisco completed its acquisition of Astrix Security on June 29. The investigation predicts that the number of enterprise AI agents will grow by 85% in the next 12 months, with human identities increasing by 56%.
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