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Slow Down
When the tide of artificial intelligence surged, Lin Yuanjin did not blindly chase new terms on the rankings, but asked about the underlying essence: Why does the model get this result? Does the so-called "intelligence" come from the model itself, or from the data and engineering system? He eventually became a deep learning expert, but also discovered a more profound challenge in the AI era: complex problems are often hidden in inconspicuous details (such as incorrect data cleaning, overloo
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Do You Believe There Is No Truth in the World?
Twenty years ago, Jiang Wandu, the top master in the world of martial arts, massacred 372 people in Tingyu Tower overnight, and then disappeared mysteriously, leaving only the words "I never existed." Twenty years later, eighteen-year-old Qiu Changan entered the world. He does not know martial arts and has no idea of his life experience. He only has half a jade pendant left by his mother, and there are two words engraved on the jade pendant - Jiang Wandu. A series of murder cases occurred in
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Besides the Model, There Is Also Your 002
He is just an ordinary programmer who knows Linux, understands C language, and loves to delve into the bottom layer. Until one day, he discovered that the AI he trained is being monitored by mysterious "observers" through GPU utilization, cache timing, sensor noise and network traffic. Quietly draw the entire technical map of DeepFlow. No code stolen, no server hacked. Lin Yuanjin understood for the first time: Really dangerous attacks may not necessarily occur in the code. Thus, a war started f
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My AI Is Disobedient
Lin Yuanjin has always believed that technical problems are the best problems to solve. If there are bugs in the code, debug them. If the system fails, troubleshoot it. If the model is unstable, retrain it. Until he and several young people with completely different personalities established a humble AI startup company. They originally only wanted to do one simple thing: Turn the advanced technologies in the laboratory into something that ordinary people can use. But things quickly went wrong. A
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Besides the Model, There Is Also Your 003
As the wave of artificial intelligence sweeps across, Chen Xu's team has officially gotten involved in deep learning and large language model (LLM) bottom-level training. When building a kilo-calorie parallel computing cluster, the team encountered serious "communication bottlenecks" and "gradient explosion" problems. Chen Xu combined the "releasing force" and "generating energy" in traditional martial arts and created a unique "phase change training method" based on tensor parallelism and assem
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Logic Is Most Important
In the DeepFlow team, Lin Yuanjin is the calm and steady underlying architect, and Jiang Yaonian is the cold and wise algorithm expert. The tacit understanding and pull between geeks never needs to be expressed directly: Faced with invisible system monitoring, when building a covert data channel, he borrowed an algorithm that only the two of them understood to complete the encrypted transmission; while she quietly left a debugging signal that only he could decode in the monitored system log, si
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My Model Started Predicting Me
This is an urban technological emotional novel with AI entrepreneurship as the background. The protagonist Chen Xu is a top large-model infrastructure engineer. He rejected a high-paying offer from a big company to "optimize a defined problem" and joined the small-team startup DeepFlow. The story revolves around his collision with AI systems, business indicators, human biases and emotions: AI never really "makes mistakes", the real danger is that it perfectly executes human wrong instructions; h
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Besides the Model, There Is You
Programmer Lin Yuanjin has always believed that technology can change destiny. It wasn't until he met truly outstanding people that he discovered that technology is only the starting point, and cognition is the key point. From entrepreneurship to investment, from probability theory to complex systems, from gradient descent to loss functions, from artificial intelligence to reinforcement learning, from deep learning to model quantification, Every collision of thoughts made him re-recognize the wo
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