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DeepSeek author discusses the impact of AI, stating that talent may be buried in yesterday

DeepSeek operator engineer Liu Sheng discusses the impact of AI on his work. He states that the main Attention operator of DeepSeek V4.1 was written by himself, but given the current pace of progress, in another six months to a year, the level of AI in writing operators will likely catch up to or even surpass his own.A year ago, AI could only help him check documents, read code, and find bugs. Now it can read CUDA, PTX, and SASS, analyze the pause time of each instruction, and independently optimize operators. He anticipates that the next step will be for AI to design scheduling plans, evaluate performance, and complete implementations on its own. He is very clear that the better he optimizes the operators, the faster the training and inference of the DeepSeek model will be, and AI will catch up to him even faster. But even if he stops now, models from other companies will not stop, so he will continue to make the operators the best they can be.He believes that he is unlikely to become unemployed, but he may be forced to "change careers," transitioning from writing operators himself to becoming a "mecha pilot" who manipulates agents. What he truly finds difficult to accept is not the disappearance of his job, but the possibility that he may never have the chance to do the work he loves again: "I have to bury my talent in yesterday." The article concludes with his reasons for staying at DeepSeek. He advocates that cutting-edge AI should be provided openly and cheaply to everyone and openly expresses his disbelief that Anthropic or OpenAI can achieve this. He worries that the strongest AI will ultimately be controlled by a few companies, further turning the technological gap into a gap of power and class.

Bitget Releases Web3 Talent Report: 54% of Job Seekers Are Stuck at the "Experience Barrier," AI and Blockchain Integration Becomes the Hottest Career Direction

According to the "Web3 New Generation Talent Insight Report" released by Bitget, the core challenge currently facing the industry is not a shortage of talent, but rather the misalignment of recruitment barriers and employment channels. Data from a multi-regional survey based on the Blockchain4Youth (B4Y) initiative shows that 54% of respondents view the requirement of "prior experience" for entry-level positions as the biggest obstacle to entering the industry, while 52% point out that school education lacks practical skills.From the perspective of regional distribution and trends, Web3 continues to attract highly educated talent and emerging market talent. Nearly 46% of respondents are aged between 23 and 30, and over 58% hold a bachelor's, master's, or doctoral degree; in terms of career preferences, 61% of respondents consider "the integration of AI and blockchain" as the most desirable career path, while another 62% believe that guidance from industry veterans is the most helpful in accelerating career development.Currently, the number of registered students at the Blockchain4Youth Learning Center has surpassed 10,000, and students who complete the courses can obtain certificates and job opportunities, thereby closing the loop from learning to career paths and providing talent support for the next phase of industry growth.

Bitget launches the first course of the Blockchain4Youth Learning Center, collaborating with Bondex to build a Web3 talent channel

Bitget officially launched the "Blockchain4Youth Learning Center" with its first course, aimed at providing a systematic blockchain learning path for young people and further connecting knowledge learning with career development. After completing the course and passing the assessment, students will receive a certificate of completion issued by Bitget's Chief Marketing Officer Ignacio Aguirre Franco, serving as an official certification of their Web3 capabilities. Certificate holders can gain more industry exposure and priority employment opportunities among the partner employers of the Blockchain4Youth Talent Alliance.To bridge the gap from learning to employment, Bitget has partnered with the Web3 recruitment platform Bondex to provide students with a transparent job-seeking channel and a talent pool connection mechanism. Bondex co-founder Ignacio Palomera stated that the project aims to address the real issues faced by learners, such as "lack of industry connections after completing the course, insufficient effective certification, and unclear job-seeking paths," building a more direct bridge between young talent and recruiting companies.So far, the Bitget Blockchain4Youth series of projects has attracted over 15,000 young participants. Bitget CMO Ignacio Aguirre Franco pointed out that the goal of the learning center is to transform young people's interest in Web3 into a tangible entry path. As the program continues to advance, Blockchain4Youth is gradually evolving from a single event project into a long-term infrastructure focused on Web3 education, career guidance, and talent development.
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