As my main work is related to AI and brains for robots, (http://augmentedpixels.com) and I write in a blog about AI use cases in different industries, some big corporations involved in traditional industries ask me to help them solve problems with their AI research & development.
Usually, these problems are related to “over-budgeting” of R&D or issues with goal setting, or inefficient management in R&D teams.
Since the 90s I am a big fan of robotics, and I become very upset when companies producing robots fail.
For the last three years a few reputable companies that I liked a lot “left the market” (Anki, etc.).
As my company licenses SLAM for robotics and AR/VR glasses developers, I understand the market from the inside and will allow myself in this article some thoughts about system problems and necessary changes in the market that may change the situation.
I live and run a business in Silicon Valley ( http://augmentedpixels.com – SLAM and CV for Robots and AR / VR, est. 2011), but since 2012 I spend a part of my time to the systematic development of CV / ML in Eastern Europe:
– Since 2014 I have been holding a conference on Computer Vision and Machine Learning that gathers the largest community of CV/ML Researchers and Engineers (more than 1700) – EECVC (web – http://eecvc.com);
– With a group of activists we popularize CV/ML specialties, including active work on the opening of labs and majors in universities (MSc of computer vision, etc.).
– I manage a stealth community of angel investors from the United States interested in investing in CM / ML startups and cooperate with R&D centers in Eastern Europe;
I think that each of us has faced the bureaucracy of public authorities when the solution to your personal issue is not provided for in the system or the question is too innovative and unusual that it takes ages to resolve it.
Sometimes there is no solution within the system at all and the system needs modernization (e.g. the adoption of a new law, an act or a judicial decision).
In this case, we can talk about “reprogramming” of human systems, when a person or a group of people has to make changes (or build new mechanisms) with the help of built-in mechanisms of the system.
In fact, reprogramming of one human system occurs with the help of another human system.
In some respect, one can even say that one group of people tries to change neurons connection of another group of people :=) (I think very few people seriously considered the fact that passing the law ultimately aims to change the connections between neurons in voters’ minds). Continue reading “AI Bureaucracy vs Human Bureaucracy”