Long-Term Bad News. Not What I Need Today
July 31, 2026
Another dinobaby post. No AI unless it is an image. This dinobaby is not Grandma Moses, just Grandpa Arnold.
As a dinobaby, I try my best to avoid bad news. I have enough about which to worry. When one is 82, I like to look for the bright spots, the upside, the happy places. Today (July 24, 2026) my trusty newsfeed set up delivered a couple of gems to me. Because I am old and mostly addled, I link factoids. I look for patterns into which to fit some of the crazy data flowing through my hopelessly old-fashioned computer set up. (Who says four megabytes of RAM is not enough?)
The first item was “Meet Carnegie Mellon Computer Science PhD Yang Zhilin, Who Left US to Build Chinese AI Model Shaking Silicon Valley.” The write up explained:
Carnegie Mellon University computer science Ph.D. Yang Zhilin left the U.S. to build Moonshot AI in China, whose new open-weight Kimi K3 model is sending shockwaves through Silicon Valley. Moonshot AI unveiled Kimi K3 late last week, a 2.8 trillion-parameter open-weight large language model designed for complex reasoning, software coding and analyzing long documents. It said it will release the model weights on July 27, allowing developers to download, fine-tune and build on it. Its coding and AI agent capabilities rival leading models from U.S. companies including OpenAI and Anthropic while operating at substantially lower cost, marking another milestone for China’s AI industry…
Pittsburgh is a wonderful city. CMU is a good school. What’s not to like? The steel mill miasma is gone. There’s even a hockey team.
Thanks, Midjourney. Good enough.
The write up said:
Yang’s success has also fueled debate in the U.S. over retaining top AI talent. Prominent investor Vinod Khosla argued that restrictive immigration policies were driving talented researchers away.
Maybe? One of Zhilin’s CMU professors is quoted as saying:
Yang’s decision had little to do with U.S. immigration challenges. While acknowledging that the immigration process can be intimidating and “uncertain,” he said Yang had always intended to return to China and build his own startup.
My take is that Zhilin wanted the information, but he is Chinese. One of my Chinese friends told me, “No matter where you go in the world, you are always Chinese.”
The second item was “Every State Ranked by Its Math and Reading Test Scores, from Worst to Best.” I have learned to provide exact change when paying for a product at a convenience store. Why? Young cashiers cannot make change. At one store, the check out person did not know what a $2 bill was and had to call the manager. The busy manager required about five minutes to appear at the check out lane and say, “Yep, that’s a $2 bill.”
Working through the list from the top state Massachusetts to the lowest ranking state New Mexico (have you ever been to Grants, New Mexico? If not, when you arrive, take it from me: Pay using exact change if you use cash.) I fiddled around with the data and noted that the difference in “scores” between the top ranked state and the lowest ranked state was 56 points for math and 23 points for eighth graders. I know zero about education, but I know that Chinese students perform at a higher level. For example, one of my contacts told me that the different is the equivalent of three or four grade levels. The issue was so significant that this person sent his son to China in the summer to study math. For Eastern European students in the same age group, one of my contacts told me, “We have our daughter attend math tutoring online with a Ph.D. in Kiev.”
Observations, of course, are warranted:
- A mastery of reading, writing, and arithmetic seems important in today’s world even if the media explain that AI will replace humans at work.
- Individuals who are not anchored in fundamental knowledge tools like reading comprehension, mathematics, and written communications may have a major problem recognizing certain types of communications and verifying the information in them.
- Certain individuals who are fortunate enough to have access to additional educational resources will demonstrate higher performance on certain types of evaluations. The question is, “Does a country have enough intelligent young people?”
Net net: Bureaucracy is not education. An iPad is not education. A mobile phone is not education. And what is taking place in American schools, if these data are semi accurate and reproducible, is not education. I am glad I am a dinobaby who can make change.
Stephen E Arnold, July 31, 2026
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