Because small, cheap, fast models are sufficient for much of the detection work, you don't need to judiciously deploy one expensive model and hope it looks in the right places. You can deploy cheap models broadly, scanning everything, and compensate for lower per-token intelligence with sheer coverage and lower cost-per-token.
这一观点提出了AI安全的经济新模式，通过广泛部署小型廉价模型来弥补单一大模型的不足。这种'广撒网'策略可能比依赖少数昂贵模型更有效，尤其在大规模代码库扫描场景中，为AI安全的经济可行性提供了新思路。
for - climate crisis - impact of Trump tariff strategy - increasing economic and carbon inequality and precarity for the masses - from - Youtube - Trump wants to crash to benefit the ultra wealthy - Trump's planning to crash the global economy - Richard J Murphy - 2024, Dec
// - SUMMARY - Richard J Murphy provides us with a big picture of Trump's objective in his calculated Tariff strategy - It's not that it makes no sense and is a strategy of a madman - On the contrary, he has a very calculated and maniacal strategy that will result in significantly increasing the wealth of the elites - By creating high tariffs, he will bring about a global economic crash - Like the 2008 and 2020 crash, central banks will print trillions of dollars of money and handout bailouts - It is the elites who will receive these bailouts and inflate the value of their assets - This will - substantially increase the wealth of the rich - substantially increase the precarity of the vast majority of people - increase global inequality - financial inequality and - carbon inequality - This increased precarity is bad news for the climate crisis as a precarious population have less flexibility in reducing their carbon footprint and are more dependent than ever on whatever remain job and resources they still have - Given we have this knowledge of the elite's hidden strategy, can we the people intervene in any way? - We need to have an understanding of how elites see the world - The entire worldview of externalizing investment as a game of accumulation must be understood deeply - in order to find leverage points for rapid system change
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World Economic Forum, we're working very closely. They're also integrating planetary boundaries in, their global economy kind of policy agenda
for - World economic forum - integration planetary boundaries into their strategy
Concern - unintended consequence - The WEF is perceived by many to be an elitist organisation - who do not have the best interest off the people in mind - This could lead to potential reputational damage to the planetary boundary framework thru their association with it
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