| Did Artificial General Intelligence get redefined again towards something more short term? So, first AI is hijacked and hyped 50 ways to sunday.. Then came the apocalyptic narratives/control problem hype to secure funding for non-profit pursuits and research. Then, when it was realized that narrative couldn't go on forever. AGI was hijacked added to everyone's charter and a claim was made that it will be made 'safe'. Now, AGI's definition is getting redefined to the latest Weak AI techniques that can do impressive things on insane amounts of compute hardware. How can you ever achieve AGI if this is the framing/belief system the major apparatus of funding/work centers on? Where is the true pursuit of this problem? Where are the completely new approaches? One cannot rule out something unless they've spent a concerted amount of time dedicated solely to trying to understanding it. If there is no fundamental understanding of Human intelligene, what is anyone frankly talking about? or doing? I have yet to hear a cohesive understanding of human intelligence from various different AI groups. I have yet to hear a sound body of individuals properly frame a pursuit of AGI. So, what is everyone pursuing? There seems to be no grand vision or lead wrangling in all of these scattered add-on techniques to NN. I do see a lot of groups working on weak AI or chipping away at AGI like featuresets with AI techniques making claims about AGI. Everyone has become so obsessed with iterating that they fail to grasp the proper longer term technique for resolving a problem like AGI. Void from the discussion are conversations on Neuroscience and the scientific investigation of Intelligence. There's more sound progress being made in the public sector on concepts like AGI than in the private sector. Mainly because the public sector knows how to become entrenched, scope, and target an unproven long term goal and project. The hype as far as I see it is clearly distinguishable from the science. Without honest and sound scientific inquiries, claims in any direction are without support. Everyone's attempting to skip the science and pursue engineering in the dark with flashy public exhibitions namely because of funding.. You can't exit such a room and make sound claims about AGI. If a group claims they are pursuing AGI, I expect almost all of their work to be scientific research pursuing an understanding. That being said, it appears no one is interested in funding or backing such an endaevour. Everyone states they want to back/invest in such a group on paper but when it comes down to it the money isn't there, they obviously are targetting shorter term goals/payouts, and/or don't frankly know what type of pursuit or group of individuals are required. No one wants to take the time to understand what such a group would look like. No one wants to make a truly longer term bet. This is why things have been spiraling in circles for years. So, as it has been stated time and time again.. AGI will come and it will come from left field.
There are individuals who truly care to pursue and develop AGI and they're willing to sacrifice everything to achieve it. If no funding is available, they'll fund themselves. If groups wont accept them because they aren't obssesed with deep learning or have a PhD (clearly the makeup that only results in convoluted weak AI), they'll start groups themselves. Passion + Capability + lifelong pursuit is how all of the great discoveries of time have come to us. The mainstream seemingly never understanding such individuals, supporting them, or believing them until after they've proven themselves. No pivots. No populist iterations. A fully entrenched dedication towards achieving something until its done. So, no.. you can't rule out AGI in the near term because there is no spotlight on the individuals or groups with the capability to develop it on such time horizons and the thinking just frankly isn't there in celeberated groups with funding. Everyone's in the dark and its an active choice and mindset which causes this. Geoffery Hinton says start all over.... Yann LeCun raises red flags.
No one listens. No one acts. Everyone wants a piece of the company that develops the next trillion dollar 'Google' like product space centered on AGI but no one wants to spend the time to consider what such a company would be, what is human intelligence, who is looking at it in a new way from scratch as some of the most important people in AI have stated. So, you see... This is why the unexpected happen. It is unexpected because no one spends the time or resources necessary to cultivate the understanding to expect its coming. |