improvement of bostrom intro to for ai geeks

.gitignore

@@ -9,4 +9,5 @@ __pycache__/
 
 
 logseq/bak
-build/
+build/
+/logseq/.recycle

journals/2024_08_03.md

@@ -1,3 +1,3 @@
 - article on [[relevance machine]]
 - thoughts on [[probabilistic collective computations]]
-- [[cybergraph, rm and llm]] and strange [[reality of foundation models]]
+- [[knowledge graphs and llms]] and strange [[reality of foundation models]]

pages/concepts.md

@@ -12,7 +12,7 @@ tags:: cyber
 - [[avatar]] with [[features]]
 - [[learning incentives]] based on [[yuma]]
 - [[bootloader]] as research and development ground
-- [[cybergraph, rm and llm]]
+- [[knowledge graphs and llms]]
 - [[cyb]] robot for interactions
 -
 - [[distributed neural network]] as foundation for [[superintelligence]]

pages/cybergraph.md

@@ -29,5 +29,5 @@ alias:: content oracle
 - cybergraph of [[spacepussy]] serve the purpose of memes phenomena
 - understand deeper [[intelligence measures]]
 - discover all [[concepts]] of [[cyber]]
-- [[cybergraph, rm and llm]]
+- [[knowledge graphs and llms]]
 - implemented as [[cyber/graph]] [[module]] of [[cyber-sdk]]

pages/elon launch rocket.md

@@ -0,0 +1,3 @@
+alias:: elon launch, launch rocket
+
+- ![elon launch rocket](https://emerald-raw-leopon-384.mypinata.cloud/ipfs/QmSd59ndqbEjmP4hgQVFUN4rUrHHFGTugGpyCYY9mD46U7)

pages/explicit knowledge.md

@@ -1,4 +1,4 @@
-alias:: shared history
+alias:: shared history, explicit
 
 - information that is directly stated and clearly represented in [[cybergraph]]
 - readily available just by traversing [[cybergraph]]

pages/graph neural network.md

@@ -0,0 +1 @@
+tags:: gnn, gnns, graph neural networks

pages/implicit knowledge.md

@@ -1,3 +1,5 @@
+alias:: implicit
+
 - [[information]] that is not directly stated
 - but can be inferred from the [[explicit knowledge]] in the [[cybergraph]]
 - orthogonal to [[explicit knowledge]]

pages/introduction to bostrom for ai geeks.md

@@ -1,24 +1,44 @@
-- bostrom is NOT yet another ai coin
-- it is very powerful foundational technology for advanced superintelligent civilization
+- [[bostrom]] is NOT yet another ai [[coin]]
+- it is very powerful foundational technology for advanced superintelligent [[civilization]]
 - in this article i will boil down all essential ideas into coherent understanding how [[bostrom]] can empower
 	- existing ai field which i will refer as classical ai
-	- and advance emerging field of collective ai or superintelligence
+	- and advance emerging field of collective ai
+	- as we believe its the only viable way to build [[superintelligence]]
 - ## attention is not enough
 	- you used to rely on a data you got
 	- you have the dataset
 	- you design neural network architecture
 	- then, you train the model
 	- and boom, now the model can predict some output based on any input
 	- sounds really cool, and is powerful indeed, except the dataset thing in this story
-	- the good answers to ask
-	- how does you model could define truth?
+	- now the good answers to ask: how does you model could define truth?
 	- and the short answer - it cant
 	- i will make a bold claim here that truth can not be defined without 3 ideas in foundation
-		- [[cryptographic proofs]]
 		- [[knowledge graphs]]
+		- [[cryptographic proofs]]
 		- [[token engineering]]
-- ![image.png](https://emerald-raw-leopon-384.mypinata.cloud/ipfs/QmPnEpPhd77ysSfaACJd5Kc6prrrsUfTCAmPo977n2tcih)
-- source: [Unifying Large Language Models and Knowledge Graphs: A Roadmap](https://cyb.ai/oracle/ask/QmdGEYVKo1sRURzbj83UMtr77EL6GHUB2taJbnpTynEQKT)
+- ## knowledge graphs and llms
+	- jump for a second to this article: [Unifying Large Language Models and Knowledge Graphs: A Roadmap](https://cyb.ai/oracle/ask/QmdGEYVKo1sRURzbj83UMtr77EL6GHUB2taJbnpTynEQKT)
+	- ![image.png](https://emerald-raw-leopon-384.mypinata.cloud/ipfs/QmPnEpPhd77ysSfaACJd5Kc6prrrsUfTCAmPo977n2tcih)
+	- {{embed ((66b2fb4e-c73b-4133-aab3-11df2e8d1436))}}
+	- the article explain why [[llm]] will never be enough to reach general [[intelligence]] alone
+	- in short [[knowledge graph]] advantage is
+		- easy to understand and structure as they are more about [[explicit knowledge]]
+		- possible to evolve because they are based on widely accepted [[triples]]
+		- essential to plan, make decisions and reason:
+	- so the claim is simple: [[knowledge graphs]] coupled with [[gnns]]
+	- are essential for the next generation of architectures and by this article we propose such architecture
+- ## cryptographic proofs and llms
+	- be believe that authenticity of models is a serious bottleneck for ai alignment and more
+	- its a shame that so technologically advanced industry in a broad sense
+	- still does not give a shit about possibilities of [[hashing]], [[pubkey cryptography]] and [[logical clocks]]
+	- its kinda impossible to build multiparty protocols without these primitives
+	- yep, i am ware about [zkml movement](https://github.com/worldcoin/awesome-zkml)
+	- but this is a drop in the ocean given the [[knowledge graphs and llms]] argument
+	- we need something foundational fully authenthicated knowledge graph tech
+	- if we want to significantly advance in the field of [[superintelligence]]
+- ## token engineering and llms
+	-
 - ## cybergraph
 	- the core of the idea is [[cybergraph]] - merkelized timestamped data structure of links between ipfs hashes submitted by anyone
 	- for clarity we refer to:
@@ -84,7 +104,7 @@
 	- hence, we can refer to [[cybergraph]] as objective knowledge of everyone
 - ## cybergraph vs knowledge graph
 	- cyberlinks are fully authenticated qaquadruples
-	- when, who and what are based on cryptographic technics
+	- [[when]], [[who]] and [[what]] are based on cryptographic technics
 	- so unlike conventional knowledge graphs the information is crystal and true by design
 	- basic idea is that if i want say in [[triple]] world i would just say
 	- [[elon launch roocket]]

pages/knowledge graphs and llms.md

@@ -0,0 +1,27 @@
+-
+- good explanation on fundamental difference between [[knowledge graphs]] and [[llms]]
+- [unifying large language models and knowledge graphs: a roadmap](https://cyb.ai/oracle/ask/QmdGEYVKo1sRURzbj83UMtr77EL6GHUB2taJbnpTynEQKT)
+- TODO [[create visualization]]
+- id:: 66b2fb4e-c73b-4133-aab3-11df2e8d1436
+  | property                  | knowledge graphs         | large language models   |
+  |---------------------------|--------------------------|--------------------------|
+  | representation            | structured: [[triples]]     | unstructured: [[text]]      |
+  | knowledge storage         | [[explicit]]                 | [[implicit]]                 |
+  | interpretability          | high                     | low                      |
+  | generalizability          | low                      | high                     |
+  | factual accuracy          | high                     | low                 |
+  | reasoning         | symbolic                 | probabilistic            |
+  | knowledge update          | easy              | hard                     |
+  | decisiveness              | high                     | low                      |
+  | unseen facts              | no                  | yes          |
+  | incompleteness            | high                 | low                     |
+- ![graphs and llms](https://emerald-raw-leopon-384.mypinata.cloud/ipfs/QmZoAhUsB1KAEbnLCWcMAohtWsAXCDZuetJALrEe5JEnSC)
+-
+- insights are the following that [[knowledge graphs]] and [[llms]] are
+	- fundamentally different
+	- must interact in any [[intelligent]] system
+	- key to [[superintelligence]]
+- go on to dive into
+	- [[cybergraph]] and [[relevance machine]]
+	- as beautiful counterpart [[probabilistic model]] for [[llm]]
+	- in a modern [[soft3 stack]]

pages/reality of foundation models.md

@@ -6,4 +6,4 @@
 	- [[implicit knowledge]] is derived from [[explicit knowledge]]
 	- operates in [[full content space]]
 	- [[authentication of information]] by design
-- tradeoffs can be understood in the article [[cybergraph, rm and llm]]
+- tradeoffs can be understood in the article [[knowledge graphs and llms]]

pages/relevance machine.md

@@ -26,7 +26,7 @@ alias:: rm
 	- with [[strong predictive power]]
 - related articles
 	- [[reality of foundation models]]
-	- [[cybergraph, rm and llm]]
+	- [[knowledge graphs and llms]]
 	- [[soft3 and machine learning]]
 - [[supported gpu]]
 - discover all [[concepts]]

pages/triple.md

@@ -0,0 +1 @@
+alias:: triples

pages/tutorials.md

@@ -1,5 +1,7 @@
 tags:: bostrom
 
+- concepts
+	- [[knowledge graphs and llms]]
 - [[go-cyber]]
 	- TODO install cyber cli
 	- TODO sync node