6/6 And the most practical takeaway: If one agent already performs well, don’t make the system more complex.
Once a single agent reaches 45%+ task performance, adding more agents tends to make things worse, not better.
1/6 On Decomposing AI Agents
Should we break the system into multiple specialized agents, or is it better to use one agent with a comprehensive set of tools and skills?
5/6 Overall, the more agents you add, the more errors accumulate.
Error rates grow by an order of magnitude: 4.4× with centralized coordination and up to 17× with independent agents.
And that's a wrap #OCEU2023. What a better way to summarize the success than in the words of our host @MyzyriJ: "Albania has shown that governments can be inspired by NGOs & that small countries are capable of big reforms."
Day 3: Historical #30DayChartChallenge
Inspired by the rose diagram created by Florence Nightingale, 1858.
US Mortality data: https://t.co/HuKHLccN0r
#Rstats code here: https://t.co/jdPUvDgF8Q
The image below is focused on the metals that Tesla needs to build 20M cars per year but imagine when ALL vehicles are electric. The numbers get extreme.
Not only does the US need these metals, we need to decouple our reliance on China to get/use them.
I have a position.