The whole report is really interesting; suggest taking a close look at pages 12 and 31 for some more specifics related to how AI contributed to emissions rising and is expected to make it tricky to meet company goals going forward.
ECONOMY
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Token Ratio Parameter and Cost-Performance Tradeoff in LLM Pricing
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fwiw i think its better to have one parameter that blends input:output token ratio (eg, 3:1 is pretty common), and compute blend cost that way. reserve the screen real estate for the obvious issue here with the cost, which is %MMLU or blend benchmark score tradeoff
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Leadership Impact on National AI Progress and Development
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Thanks Bilal. I’d love to see that too. This isn’t a knock on China’s undeniable gains by any means, more of a question of which country’s continued progress is more tied to future decisions of its leaders.
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Government vs Industry Strength Estimates: UK and Dutch Analysis
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criteria here was the very rough estimates on government strength v industry strength from Claude. UK still gov-dominated even if capitalist system, Dutch doesn't make the cut as a real empire.
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Company Loses Bullish Appeal as Incentives Withdrawn
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I’m not bullish on it as they are most likely finally pulling the incentives
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US Market Dominance: Over 50% Global Company Value
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Interesting point. I think just looking at market value of American companies vs. world, we're at >50%. Top non-US are: Saudi Aramco: state-owned
TSMC: most of its biggest customers are US
Novo: US is biggest market They're pretty synonymous, and strong US companies support -
Entrepreneurial Force Exceeds Government Power in America
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America is the first "empire" in which the entrepreneurial force is stronger than the governmental force (based on made up but directionally correct #s from Claude). I had way too much fun playing with @Datawrapper in this one.
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American Empire Redefined: Technological Innovation Over Geographic Expansion
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The American Empire is not over. It's the first Capitalist Empire, defined not by its ability to expand geographically to capture existing resources, but by its ability to expand technologically to create new ones. This is the American Millennium.
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Economic Policy as Foundation for Social Justice
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La justice sociale est la résultante d’une bonne politique économique, laquelle sait dégager des marges de manœuvre.