Saturday, September 5, 2026

There is only one most explosive signal today, GPT-6 Astra. Once this thing came out, it basically monopolized the entire Chinese Internet's technological topics. Zhihu hot lists, WeChat hot articles, BIZ channels, and product lists were all on the screen. But the more I read these titles, the more I felt that something was wrong. It was okay for OpenAI to shout "AGI is here" and "Humanity has entered the AGI era." Even the domestic media also followed suit. Isn't it a bit too anxious?

String a few signals together and it will be interesting to see. The WeChat article about the ARC-AGI-3 test directly pointed out that GPT-6 cost US$360 for each question, and the score approaching 100% was accumulated based on money ability. This is in line with another article about the Token economy. GPT-6 introduces a "loop depth" architecture. To put it bluntly, it means crazy iterative calculations during reasoning. What is cut off is thinking about the presentation of Tokens, but the computing power consumption behind it is even more exaggerated. What OpenAI is now playing is not "models get smarter", but "models get more expensive." This is not AGI, this is AOI, Artificial Overpriced Intelligence.

Look at the news that Nvidia acquired Hugging Face for US$12.9 billion, which forms a subtle contrast with GLM-5.3 's dominance of the Hugging Face list. The more lively the open source ecosystem, the more locked up the underlying computing power. Smart Spectrum has thrown out all open source versions of GLM-5.3 and Flash, rising by more than 2,000 stars a day. It seems to be the light of domestic production, but if you think about it carefully, the more comfortable developers use it, the last one who will pay the bill is Nvidia's GPU. This set of rules of the game has not changed, just the players have changed.

The same script was also used at Dachang. Tencent's capital expenditures in the second quarter were 52.8 billion yuan, Alibaba's 67.7 billion yuan, and Baidu's 11.4 billion yuan, all of which were spending money on AI infrastructure. But spending money is not the same as a moat. The entrance to the Agent era has not yet been decided. The money burned now may be a wedding for a new platform in the future. The old moat is collapsing, but the new one has not been built yet. Everyone is swimming naked, but in different postures.

So my judgment is very simple. The release of GPT-6 is essentially a re-division of pricing power, not a technical singularity. OpenAI knew that it was no longer possible to open the gap solely by relying solely on model capabilities, so it pulled the battlefield to the depth of reasoning and the scale of computing power, and used money to squeeze competitors out of the table. The threshold for AGI has never been the level of intelligence, but the thickness of capital. The most important thing for ordinary developers now is not to worry about being eliminated, but to figure out which links in your workflow are worth paying for such high-priced reasoning, and which ones are enough to use open source models or even local small models. Don't be led away by the party titled "AGI is here." Clear accounting is more important than anything else.

In today's technology news, the release of GPT-6 Astra is undoubtedly the most eye-catching focus. This incident not only marks a major advancement in the field of artificial intelligence, but also a harbinger of its far-reaching impact on future technological development.

The birth of GPT-6 Astra is a key step in artificial intelligence moving from weak artificial intelligence to general artificial intelligence (AGI). Its emergence means that artificial intelligence is no longer limited to performing specific tasks, but has begun to have the ability to understand and perform complex tasks. This breakthrough echoes the progress made in recent years in the fields of robotics, biotechnology and other fields, and together points to a smarter and automated future.

However, this progress is not without hidden concerns. First, the capabilities of GPT-6 Astra have sparked discussions about the ethics and safety of artificial intelligence. As the level of intelligence of artificial intelligence continues to increase, how to ensure that its behavior conforms to human values and ethics and prevent it from being used for undesirable purposes has become an urgent issue to be solved. Secondly, the powerful capabilities of GPT-6 Astra have also had an impact on the existing industrial landscape. Under the impact of artificial intelligence, some traditional industries may face the pressure of unemployment and transformation, while emerging industries may experience explosive growth.

At the same time, we have also seen the positive impact of artificial intelligence technology in improving people's lives. For example, Microsoft's MAI-Transcribe-2 and Google's Lyria 3.5 music generation model represent major breakthroughs in speech recognition and music creation, respectively. The application of these technologies will bring more convenience and fun to people's lives.

In this context, we can see that artificial intelligence is becoming an important force in promoting social progress. However, in order to give full play to the potential of artificial intelligence, we need to conduct in-depth thinking and planning in terms of technological development, ethical norms, and industrial layout.

First of all, at the technical level, we need to continue to invest in research and development to promote continuous innovation and breakthroughs in artificial intelligence technology. At the same time, we must also strengthen research on artificial intelligence ethics to ensure that the direction of technological development is in line with the interests of mankind.

Secondly, at the ethical level, we need to establish a complete set of artificial intelligence ethical norms to clarify the boundaries and responsibilities of artificial intelligence and prevent its abuse.

Finally, at the industrial level, we need to actively promote the integration of artificial intelligence with traditional industries and cultivate new economic growth points. At the same time, we must also pay attention to the impact of artificial intelligence on the job market and provide support such as job transfer training for the unemployed.

In short, the release of GPT-6 Astra not only marks a major breakthrough in the field of artificial intelligence, but also an important inspiration for future social development. While we must see the opportunities brought by artificial intelligence, we must also be alert to its potential risks and be fully prepared to welcome an intelligent future.

In today's science and technology news, three themes are particularly interesting: the release of GPT-6 Astra, the repeated identification of medical malpractice, and the open source ecosystem of humanoid robots. They reflect the current status and potential problems of current scientific and technological development from different angles.

First of all, the release of GPT-6 Astra undoubtedly marks an important development in the field of artificial intelligence. This new model of OpenAI has made significant breakthroughs in many fields, and its remarks that it has entered the AGI era have attracted widespread attention in the industry. However, should we be too optimistic about this? From historical experience, technological progress is often accompanied by bubbles. We need to remain calm and rationally evaluate the true value and potential risks of this technological breakthrough. At the same time, the development of AI has also triggered profound thinking about work, privacy and social ethics.

Secondly, the repeated reversal of medical malpractice identification results has exposed the shortcomings of my country's medical system in responsibility identification and risk management. The maternal woman died in cesarean section, and the accident identification conclusion reversed three times, reflecting the confusion and uncertainty in the medical identification process. This issue is not only related to the rights and interests of patients and their families, but also related to the credibility of the entire medical industry. We need to deeply reflect on the reform of the medical system, strengthen the prevention and handling of medical accidents, and ensure medical quality and safety.

Thirdly, the open source ecosystem of humanoid robots shows us the power of cooperative innovation. Yuandian Robot allows developers to participate in the design and development of humanoid robots through an open platform, which is conducive to promoting the rapid development and innovation of technology. However, we should also pay attention to the problems of intellectual property protection and commercialization in the open source ecosystem. How to balance openness and closure is the key to building a sustainable humanoid robot industry chain.

Overall, the impact, value and risks of today's events are worth thinking deeply. The release of GPT-6 Astra not only demonstrates the huge potential of AI technology, but also reminds us to remain rational; the repeated reversal of medical malpractice identification results reveals the shortcomings of the medical system and calls for reform; the open source ecosystem of humanoid robots demonstrates The power of cooperative innovation, but also faces challenges such as intellectual property and commercialization. Faced with these challenges, we need to continuously explore in scientific and technological innovation, social management and industry norms to achieve harmonious coexistence between science and technology and society.