Maybe every paper abstract should have a mandatory field of what the limitations of the proposed approach are. That way some of the science miscommunications and hypes could maybe be avoided.—… Open at source
5 min read · 2020-06-22 · There are many ways artificial intelligence can be used for good and to help solve some of the world’s biggest problems. Many researchers and organizations are prioritizing projects where artificial…
~13 min read · From 2019 · The latest AI algorithms are probing the evolution of galaxies, calculating quantum wave functions, discovering new chemical compounds and more. Is there anything that scientists do that can’t be automated?
~14 min read · May 27th · Is AI that learns on its own the path to truly intelligent machines?
Researchers are already using machine learning on itself, training it to find solutions to some of the field’s hardest problems, such as how to make machines that can learn more than one task at a time or cope with situations they have not encountered before.
The new system, called AutoML Zero, tries to build an AI from the ground up using nothing but the most basic mathematical concepts that govern machine learning.
The rapid development of AI that can train itself also raises questions about how well we can control its growth. The idea of AI that builds better AI is a crucial part of the myth-making behind the “Singularity,” the imagined point in the future when AIs start to improve at an exponential rate and move beyond our control.