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What, Why, and How of Platograph - Applications Built on Platograph

created: 2025-09-24 21:59:13modified: 2025-11-22 03:27:38
public
Ollie Wen

  • Is the current LLM program no longer able to differentiate itself in the market? What else can I do? Should I continue studying LLM?


Main:

Digital Brain/Twins - Manager memories & Track time 

https://www.facebook.com/photo/?fbid=590929676504219&set=a.111803611076351



Secondary:

  1. Efficient:
    Efficiently connecting different pieces of content through “Dominos,” while being informed of their interrelationships.
  2. Undistilled: 
    The content is preserved in its entirety, without any loss resulting from the distillation process.
  3. Economy:  
    It retains the complete content without compromising efficiency or requiring massive computational power.


1. where are the memories? 

https://youtube.com/shorts/83Y3ZevqbYU

2. How memories are born? 

https://youtube.com/shorts/mMfGxCFLB8I

3. The L.L.M dilemma 

https://youtube.com/shorts/FAIpJKrguNM

source from: 大圓鏡科普 full video link is below:

https://www.douyin.com/user/MS4wLjABAAAAbdDeOuCpBvAHVWtJs1fhx0Ukjv5F9_COIUu2ThiV6hw?from_tab_name=main&modal_id=7549357450743287092

4. Uneconomical energy use 

https://youtu.be/Pk1mNqis9ns

5. How the human brain solves? 

https://youtu.be/uwe-ExGZcN0

source from:小學科學SSR

https://www.youtube.com/watch?v=FM6-7KjAc8Y



System Architecture 


https://walex.io/captainslog/B5653-How-Platograph-and-the-PGH-bots-will-contribute-to-make-AI-AGI-reinforce-the-Internet-the-Web-WWW-and-the-AIoT-20241119


HW-SW-API-SAI-AGI

AIoT-5-Segments (AIoT5SX) :  Edgecrux Adventure in AIoT EpochHN CRUX

HW : Hardware ~ Wearable Gadgets, Robots, Machines ...

SW : Software ~ Algorithms, ...

API : Application Programming Interface ~ Cloud Computing ...

SAI : Specialized AI Programs, ...

AGI : Artificial General Intelligence





HWSWAPISAIAGI
Bell/MurmurZenoCarouselCompassCollie

Bell: 

Murmur:

Other Usage scenarios


Link to the demo graph




Hierarchical architecture of PC. Like everything is put into the corresponding cabinet drawer or even small drawer


PKB: The actual state of the human brain is scattered everywhere with a certain degree of correlation


When a thought arises, the related memory is instantly activated and marked


The rest of the memory content is not needed, so it is hidden.




EKB :All projects/specific factors/and each individual in the enterprise have a specific map for management

EKB+G2G By reorganizing different digital brain contents, all the functions of PKB can be performed.



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