I will probably never understand IQ and its purpose for real life problems. It is either me who doesn't get it or all the people out there who lack introspection to understand what exactly it was that enabled them to grasp some new concept.
"If you wish to derive a commercial advantage by not releasing your application under the GPLv3 or any other compatible open source license, you must purchase a non-exclusive commercial SOD license. By purchasing a commercial license, you do not longer have to release your application's source code." --
Thats what you get with Google TPUs on reference models. The ImageNet numbers are from RiseML, the rest is from here - https://youtu.be/zEOtG-ChmZE?t=1079
"To train the system in a new domain, we use real-time supervised training. This is comparable to the training practices of many disciplines, where an instructor supervises a student as they are doing their job, providing guidance as needed, and making sure that the task is performed at the instructor’s level of quality. In the Duplex system, experienced operators act as the instructors. By monitoring the system as it makes phone calls in a new domain, they can affect the behavior of the system in real time as needed. This continues until the system performs at the desired quality level, at which point the supervision stops and the system can make calls autonomously." --
Lisp is perfectly suited for this task due to the minimal and familiar syntax to non-programmers. Math should be taught in prefix notation if u ask me.
I've grokked programming only after being exposed to Lisp. Before Lisp, learning how to programme seemed like a never ending exercise. After, I realised I already know everything I need to know - data in, data out…
"The Netherlands used to keep track of people’s religion as part of the public records. The intent was noble as always: by keeping track of how many Jews, Catholics, and Protestants there were in a city and its different parts, you would be able to plan for an appropriate amount of synagogues, Protestant churches, and Catholic churches, their proportion to one another, and so on.
Then, World War II came around.
There were almost no Jews at all in the Netherlands after World War II. According to Wikipedia, less than 10% survived (14,346, compared to an earlier population of 154,887). As it turns out, it was very convenient for the… new administration… to have access to the collected data, and it was indeed used against the citizens, as it always is in the end." --
"The 207,130 images collected were reduced to the 108,312 OCT images (from 4686 patients) and used for training the AI platform. Another subset of 633 patients not in the training set was collected based on a sample size requirement of 583 patients to detect sensitivity and specificity at 0.05 marginal error and 95% confidence. The test images (n = 1000) were used to evaluate model and human expert performance." --