Posts tagged forecasting

Pablo Stafforini’s Forecasting System

EA, forecasting, futures, emacs, Metaculus, analysis, Elicit, Pablo-Stafforini, 2020

I enjoy forecasting, pretty much in the same way other people enjoy video games, or stamp collecting. It’s also an activity broadly in line with my values. I think the world would be a much better place if people approached predicting the future with the same level of rigor they have when explaining the past. Yet incalculably more books have been written about the past than about the future, and the fact that studying the past is more tractable than studying the future only partly explains this asymmetry. I think most people approach forecasting in what some authors call “far mode”: as an exercise whose primary purpose is not to describe reality accurately, but to signal our aspirations, or something along those lines. However, as Robin Hanson likes to say, the future is just another point in time.

via https://forum.effectivealtruism.org/posts/w4CM7RfTLXxYLDccX/pablo-stafforini-s-forecasting-system–1

Pablo Stafforini’s Forecasting System

EA, forecasting, futures, emacs, Metaculus, analysis, Elicit, Pablo-Stafforini, 2020

I enjoy forecasting, pretty much in the same way other people enjoy video games, or stamp collecting. It’s also an activity broadly in line with my values. I think the world would be a much better place if people approached predicting the future with the same level of rigor they have when explaining the past. Yet incalculably more books have been written about the past than about the future, and the fact that studying the past is more tractable than studying the future only partly explains this asymmetry. I think most people approach forecasting in what some authors call “far mode”: as an exercise whose primary purpose is not to describe reality accurately, but to signal our aspirations, or something along those lines. However, as Robin Hanson likes to say, the future is just another point in time.


(via https://forum.effectivealtruism.org/posts/w4CM7RfTLXxYLDccX/pablo-stafforini-s-forecasting-system–1)

Aggregated knowledge from a small number of debates outperforms the wisdom of large crowds

consensus, decision-making, forecasting, wisdom-of-crowds, arxiv

he aggregation of many independent estimates can outperform the most accurate individual judgment. This centenarian finding, popularly known as the wisdom of crowds, has been applied to problems ranging from the diagnosis of cancer to financial forecasting. It is widely believed that social influence undermines collective wisdom by reducing the diversity of opinions within the crowd. Here, we show that if a large crowd is structured in small independent groups, deliberation and social influence within groups improve the crowd’s collective accuracy. We asked a live crowd (N=5180) to respond to general-knowledge questions (e.g., what is the height of the Eiffel Tower?). Participants first answered individually, then deliberated and made consensus decisions in groups of five, and finally provided revised individual estimates. We found that averaging consensus decisions was substantially more accurate than aggregating the initial independent opinions. Remarkably, combining as few as four consensus choices outperformed the wisdom of thousands of individuals.

via https://arxiv.org/abs/1703.00045##

RIP Forecasting

Medium, forecasting, foresight, Germany, EU, Brexit, trump, 9/11, politics

German weekly Die Zeit did two scenario stories this year, in which they tried to paint pictures of — at that point — unlikely futures. The first one was Brexit; the other one was Trump. For both, reporters tried to talk to politicians, bureaucrats, policy experts, etc. in Germany and the European Union. Most wouldn’t speak to them, and a few only did off the record. They would say that they weren’t allowed to plan for these futures. That not only had no strategy but mostly not even possible scenarios. Our governments went rather unprepared into maybe the two biggest politically relevant events of this year.

via https://medium.com/@jkleske/rip-forecasting–71057d025588/p>

Peak Intel: How So-Called Strategic Intelligence Actually Makes Us Dumber

strategic foresight, foresight, forecasting, peak intel, peak, collapsonomics, eric garland, busines

According to the private intelligence industry’s view of itself, a phalanx of analysts collect data, assess the risks and opportunities inherent in trends, and provide a series of scenarios that help their clients make contingency plans, such that no matter what future arrives, people will thrive. But the reality of 2012 is quite different. A large number of people promise these services, from generalist mega-consultancies such as Booz Allen, Accenture, and McKinsey, to more boutique providers such as Global Business Network, the Institute for the Future, Frost & Sullivan, and countless individual practitioners. And many executives claim to practice state-of-the-art strategic management, dutifully using the insights of these providers in their day-to-day operations. Still, the culture of intelligence has been in free-fall since the financial crisis of 2008.

http://www.theatlantic.com/international/archive/2012/04/peak-intel-how-so-called-strategic-intelligence-actually-makes-us-dumber/255413/