Altman is typical of Silicon Valley style, Move Fast and Break Things. He believes that AI security cannot be imagined in the laboratory. It must be launched as soon as possible for hundreds of millions of people to use, discover and fix vulnerabilities through real-world feedback. OpenAI has indeed been very quick in launching its products, with GPT3.5, Sora, GPT-4o, and others, leading the AI trend.

In contrast, Anthropic is more like an academic research real-life insurance room, with slower product releases. The Amodei siblings believe that today's AI remains a "black box" and that people do not fully understand why it works this way. If the model blindly pursues larger models, it may lose control at a critical point.

The two companies also differ in their technical routes. OpenAI adopts human feedback reinforcement learning, and the model says one sentence: human annotator presses good or bad, giving feedback, the method is like a dog doing the right thing and giving snacks. Over time, the model may only speak according to the user's intent, and this method is very costly.

Anthropic uses constitutional AI, instead of relying on human error correction, and gives the AI a clear list of rules, just like teaching children a set of values and codes of conduct, allowing it to self-supervise and think about what to do when faced with problems. Using the AI Constitution to oversee AI operations, increase security and organization, is crucial for corporate customers such as banks and hospitals.

If Anthropic can go public next year, it will be a milestone for the development of AI. In addition to stirring up market sentiment, it is more important to unveil the mystery of AI enterprises. Many technological, business, safety, ethical and ethical issues will prompt the public to reconsider the various impacts of AI on society and life, as well as the path of future development.

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