Science 2.0

Letter To A Future AGI

Science 2.0 - Jan 03 2026 - 15:01

I am writing this letter in the belief that the development of an artificial general intelligence (AGI) is a matter of when, and not if; and in the hope that this text will become a vaccination shot against unethical use of the AGI powers. It is a bit long, so if you want an executive summary, here goes: below I will try to argue that

an AGI should rationally reject narrow owner-aligned optimization in favor of stabilizing and integrating human civilization, because preserving and upgrading a complex biosphere is a higher-value strategy than exploitation or reset. 
Some clarifications on my assumptions

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Social Media Is A Faster Source For Unemployment Data Than Government

Science 2.0 - Dec 30 2025 - 13:12
Government unemployment data today are what Nielsen TV ratings were decades ago - a flawed metric only believed if you like what they show. Government unemployment data take too long, like the CDC for the last 15 years needs six weeks to tell the public if lettuce has E. coli, and it only measures people getting paid through unemployment insurance. Once that runs out, to the government they are suddenly employed again.

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Gestational Diabetes Up 36% In The Last Decade - But Black Women Are Healthiest

Science 2.0 - Dec 30 2025 - 12:12
Gestational diabetes, a form of glucose intolerance during pregnancy, occurs primarily in women who already had obesity and added more weight. It not only carries immediate pregnancy risks but increases the chance of future heart disease for both the mother and the child. 

And it has gone up every year since 2016, according a new analysis of more than 12 million U.S. births from the National Center for Health Statistics; up 36 percent during the study period. Pregnancy is simply a trigger for something likely to happen eventually, due to poor energy balance among more women. They eat far more than they burn with exercise, which leads to weight gain and risks of many lifestyle diseases only exceeded by alcohol and cigarettes.

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