Anonymous ID: 0ae1bf Dec. 29, 2017, 8:14 p.m. No.207527   🗄️.is 🔗kun   >>7533 >>7546 >>7557 >>7647 >>7673

Regarding how to read the map:

I've been looking over a lot of Q's statements about reading the map…things like game theory, think direction, think circles, multiple paths, future proves past, how is POTUS always 5 steps ahead, etc.

 

This took me in the direction of machine learning, which I have only a vague knowledge of. I'm going to try to summarize what I've learned so far, but a lot of it is new so I may be off.

One particular area of ML, Q LEARNING (!!!), jumped out at me. Q learning essentially allows for optimal decision making over time in a dynamic environment. It learns both the immediate and eventual reward of any given action, and attempts to find the optimal balance of each. It then uses this data to build a table of all possible "states" an "agent" could find itself in. Each and every state will have the optimal action to take already determined, thus enabling them to take the ideal route.

 

I can't help but be fairly convinced that many of the crumbs we received were just fractions of all the potential states and actions that had been laid out to optimally react and proceed with the operation.

One commonly seen application of this is in a grid, where Q values are represented for each direction one could take. The fact that Q was fairly insistent on us capturing every post on to a graphic and laying it out seems possibly relevant to me.

Just as an agent works through a grid in the classic Q-learning problem, we could see which squares in the grid (posts) are currently being explored (actually occurring) based on news confirmations. It's possible if we lit those posts up green, some sort of pattern could be observed? I believe the [MARKERS] may play some role in this, especially because brackets are used a lot in notation for Q-learning expressions.

Just as some squares of a grid will be marked with lower values and thus will never be explored, some posts are not valid, whether by purpose or because they represented a possiblity that did not occur. This is why "Disinfo is necessary"

Future proves past, because many possibilities are being laid out in front of us, but only until other parties react a certain way will the outcome (contained in a single stringer or post) be confirmed. Then we can mark the post (or stringer) as being validated. I believe this ties into the POTUS twitter confirmations with them possible serving as some stronger form of validation.

 

Unfortunately, due to the limits of my knowledge it would probably take me some time to find any hard application of this concept in the Q MAP. But I really believe the idea has merit, so I wanted to share it even if only in the abstract, and hope maybe some other Autist could run with it and find something of value.

I'll keep working with the idea and share anything I find, but I'd appreciate any feedback.

Anonymous ID: 0ae1bf Dec. 29, 2017, 8:51 p.m. No.207779   🗄️.is 🔗kun

>>207647

Q was pretty adamant about the time stamps being included and the order being correct. Date or time could be relevant in sorting.

 

>>207673

Yeah, Q was approving graphics so I was thinking of trying to go off of that. As mentioned above, it's possible that you could use a calendar, or just group posts by day and fill in a grid that way (with no blank spots).

 

I'm actually more inclined that it doesn't have to be a grid, a circle or a line would make it fool proof. Q has mentioned circles and multiple paths, so it might only matter that you get the entire sequence of posts in order. Then read them start to finish each day (essentially reading in a circle) and mark the posts of value. Over time you should see the order of events, even though it was given out of order. There may be some way to use markers or stringers to see that a post represents a "junction" in the circle, jumping to a different path.

>pic related

 

I also wonder if you laid out the posts and formed a web of connections, if they would form a sort of neural network, where getting a confirmation on one post would confirm what the next action would be.