Survey participants (n = 83) were given anonymized descriptions of behavior in the wild for four animals: one bird species and one primate species with a similar neuron count, and one bird species and one
According to experience and data from the Good Judgment Project, the following are associated with successful forecasting, in rough decreasing order of combined importance and confidence: Past performance in the same broad domain Making more
In diabetic retinopathy, automated systems started out just below expert human level performance, and took around ten years to reach expert human level performance. Details Diabetic retinopathy is a complication of diabetes in which the back
The AGI-11 survey was a survey of 60 participants at the AGI-11 conference. In it: Nearly half of respondents believed that AGI would appear before 2030. Nearly 90% of respondents believed that AGI would appear
Hardware overhang refers to a situation where large quantities of computing hardware can be diverted to running powerful AI systems as soon as the software is developed. Details Definition In the context of AI forecasting, hardware overhang refers
Trends for tallest ever structure heights, tallest ever freestanding structure heights, tallest existing freestanding structure heights, and tallest ever building heights have each seen 5-8 discontinuities of more than ten years. These are: Djoser and
Compute used in the largest AI training runs appears to have roughly doubled every 3.5 months between 2012 and 2018. Details According to Amodei and Hernandez, on the OpenAI Blog: …since 2012, the amount of compute
This is an incomplete list of concrete projects that we think are tractable and important. We may do any of them ourselves, but many also seem feasible to work on independently. Those we consider especially
The human brain’s approximately 86 billion neurons are probably connected by something like 850,000 km of axons and dendrites. Of this total, roughly 80% is short-range, local connections (averaging 680 microns in length), and approximately
We aren’t convinced by any of the arguments we’ve seen to expect large discontinuity in AI progress above the extremely low base rate for all technologies. However this topic is controversial, and many thinkers on