From bb18f5c15a4a1347e033dd55802194d57f4f68f4 Mon Sep 17 00:00:00 2001 From: master Date: Thu, 27 Jun 2024 10:07:16 +0000 Subject: [PATCH] unfinished notes on collective intelligence --- pages/bootloader.md | 1 + pages/collective intelligence.md | 47 ++++++++++++++++++++++++++++++-- pages/cooperation.md | 2 ++ pages/cooperative games.md | 15 ++++++++++ pages/cyberlink.md | 2 +- pages/delphi method.md | 3 ++ pages/distributed cognition.md | 2 ++ pages/diversity.md | 2 ++ pages/emergence.md | 5 ++++ pages/information spaces.md | 1 + pages/llm.md | 3 ++ pages/neurons.md | 2 ++ pages/prediction markets.md | 3 ++ pages/self-organization.md | 2 ++ pages/stigmergy.md | 6 ++++ pages/token.md | 2 +- pages/tokens.md | 1 + pages/trust systems.md | 3 ++ 18 files changed, 98 insertions(+), 4 deletions(-) create mode 100644 pages/cooperation.md create mode 100644 pages/cooperative games.md create mode 100644 pages/delphi method.md create mode 100644 pages/distributed cognition.md create mode 100644 pages/diversity.md create mode 100644 pages/emergence.md create mode 100644 pages/information spaces.md create mode 100644 pages/llm.md create mode 100644 pages/prediction markets.md create mode 100644 pages/self-organization.md create mode 100644 pages/stigmergy.md create mode 100644 pages/trust systems.md diff --git a/pages/bootloader.md b/pages/bootloader.md index 74583ba..26551fa 100644 --- a/pages/bootloader.md +++ b/pages/bootloader.md @@ -1,4 +1,5 @@ tags:: bostrom, aos, cyber +alias:: bootloading - [[cybergraph]] with particular [[cyberlinks]], [[neurons]] and [[tokens]] - [[bostrom]] blockchain is launched to form the bootloader of [[cyber]] diff --git a/pages/collective intelligence.md b/pages/collective intelligence.md index a7fa53c..1728325 100644 --- a/pages/collective intelligence.md +++ b/pages/collective intelligence.md @@ -1,2 +1,45 @@ -- discover more [[concepts]] -- \ No newline at end of file +alias:: collective intelligence theory + +- scientific field, which examines how + - groups of individuals collaborate and pool their [[knowledge]] and [[tokens]] + - to solve problems, make decisions, and create new [[knowledge]] +- foundations are built on principles from: biology, sociology, psychology, computer science, and economics +- ## key concepts + - [[consensus]] + - [[diversity]] + - [[distributed cognition]] + - [[self-organization]] + - [[stigmergy]] + - [[coordination]] + - [[cooperation]] + - [[emergence]] +- ## key algorithms + - [[delphi method]] + - [[trust systems]] + - [[cooperative games]] + - [[prediction markets]] + - more to embrace + collapsed:: true + - swarm intelligence + - genetic algorithms + - crowd sourcing + - collaborative filtering + - ensemble learning + - network analysis +- basic evidence which is interesting + collapsed:: true + - `c` as measure of collective intelligence + - according to woolley is not correlated with `c` + - team cohesion + - motivation + - satisfaction + - they claim that factors were found as significant correlates + - the variance in the number of speaking turns + - group members average social sensitivity + - proportion of females => women are collectively smarter + - providing multiple team members the chance to speak up made a group more intelligent + - groups that are moderately diverse in [cognitive style](https://en.wikipedia.org/wiki/Cognitive_style) + - have higher collective intelligence + - than those who are very similar in cognitive style or very different +- collective intelligence of [[bostrom]] and [[spacepussy]] offers simpler [[learning]] +- discover more [[concepts]] \ No newline at end of file diff --git a/pages/cooperation.md b/pages/cooperation.md new file mode 100644 index 0000000..c020931 --- /dev/null +++ b/pages/cooperation.md @@ -0,0 +1,2 @@ +- continuous process of [[cooperative games]] between [[neurons]] +- implemented by [[cybernet]] project \ No newline at end of file diff --git a/pages/cooperative games.md b/pages/cooperative games.md new file mode 100644 index 0000000..6bf2531 --- /dev/null +++ b/pages/cooperative games.md @@ -0,0 +1,15 @@ +alias:: feedback provided + +- shapley value + - solution concept that ensures fair distribution of payoffs among players + - based on their contributions to the total value generated by the coalition +- core + - a set of feasible allocations + - that cannot be improved upon by any coalition + - ensuring stability in cooperative agreements +- bargaining solutions + - algorithms like the nash bargaining solution determine fair agreements in cooperative settings + - where parties negotiate to maximize their collective utility +- cooperative games is basics for [[learning incentives]] + - experimentally deployed in [[space pussy]] + - [[cybernet]], [[cybertensor]] and [[cyberver]] projects \ No newline at end of file diff --git a/pages/cyberlink.md b/pages/cyberlink.md index 7cc6dc7..bf33e14 100644 --- a/pages/cyberlink.md +++ b/pages/cyberlink.md @@ -1,5 +1,5 @@ tags:: cyber -alias:: cyberlinks, unit of knowledge +alias:: cyberlinks, unit of knowledge, simple interactions, expert opinions - cyberlink is directed link between two [[particles]] of [[information]] signed by [[neuron]] and recorded into [[cyber]] [[vimputer]] - primitive [[learning]] act diff --git a/pages/delphi method.md b/pages/delphi method.md new file mode 100644 index 0000000..47b98bd --- /dev/null +++ b/pages/delphi method.md @@ -0,0 +1,3 @@ +- structured communication technique +- that gathers [[expert opinions]] through multiple rounds of questionnaires +- with [[feedback provided]] after each round to converge on a [[consensus]] \ No newline at end of file diff --git a/pages/distributed cognition.md b/pages/distributed cognition.md new file mode 100644 index 0000000..cbf5244 --- /dev/null +++ b/pages/distributed cognition.md @@ -0,0 +1,2 @@ +- emphasizes that cognitive processes can be distributed across members of a group and mediated by tools and technologies +- theory leverages distributed cognition to enhance problem-solving and decision-making \ No newline at end of file diff --git a/pages/diversity.md b/pages/diversity.md new file mode 100644 index 0000000..41eefad --- /dev/null +++ b/pages/diversity.md @@ -0,0 +1,2 @@ +- diversity in skills, knowledge, perspectives, and cognitive styles is crucial for collective intelligence +- diverse groups are better at exploring a wider range of solutions and avoiding groupthink \ No newline at end of file diff --git a/pages/emergence.md b/pages/emergence.md new file mode 100644 index 0000000..8bc9931 --- /dev/null +++ b/pages/emergence.md @@ -0,0 +1,5 @@ +- refers to complex patterns and behaviors that arise from [[simple interactions]] among [[individuals]] +- explains how group-level intelligence can arise from the interactions of individuals without centralized control +- [[llm]] is excellent case of emergence +- [[vimputer]] is a good example of emergent behaviors in collective setting +- in [[bostrom]] we expect emergence happens on a scale of 10^12 [[cyberlinks]] \ No newline at end of file diff --git a/pages/information spaces.md b/pages/information spaces.md new file mode 100644 index 0000000..31a9c96 --- /dev/null +++ b/pages/information spaces.md @@ -0,0 +1 @@ +- [[state]] of any [[vimputer]] \ No newline at end of file diff --git a/pages/llm.md b/pages/llm.md new file mode 100644 index 0000000..2d73444 --- /dev/null +++ b/pages/llm.md @@ -0,0 +1,3 @@ +alias:: large language model + +- \ No newline at end of file diff --git a/pages/neurons.md b/pages/neurons.md index 384cb1f..309d1b8 100644 --- a/pages/neurons.md +++ b/pages/neurons.md @@ -1 +1,3 @@ +alias:: individuals, users + - currently is alias of [[neuron]] \ No newline at end of file diff --git a/pages/prediction markets.md b/pages/prediction markets.md new file mode 100644 index 0000000..f8aa7f3 --- /dev/null +++ b/pages/prediction markets.md @@ -0,0 +1,3 @@ +- aggregate information from [[neurons]] by allowing them to trade shares in the outcome of future events +- prices in these markets reflect the collective probability of an event occurring +- area of ongoing research by [[cyber]] community \ No newline at end of file diff --git a/pages/self-organization.md b/pages/self-organization.md new file mode 100644 index 0000000..5df6c23 --- /dev/null +++ b/pages/self-organization.md @@ -0,0 +1,2 @@ +- the ability of a system to structure itself without external control +- enables groups to coordinate and collaborate effectively through local interactions and feedback mechanisms \ No newline at end of file diff --git a/pages/stigmergy.md b/pages/stigmergy.md new file mode 100644 index 0000000..0d1bbfb --- /dev/null +++ b/pages/stigmergy.md @@ -0,0 +1,6 @@ +- mechanism of indirect coordination through the environment +- often observed in social insects +- in human collective intelligent systems + - digital platforms can serve as stigmergic environments + - where individuals contribute to and modify + - shared [[information spaces]] \ No newline at end of file diff --git a/pages/token.md b/pages/token.md index 55b6177..8cd5b20 100644 --- a/pages/token.md +++ b/pages/token.md @@ -16,5 +16,5 @@ status:: DONE - [[score]]: fungible and immovable - [[badge]]: unique and immovable - token term often used in ai field defined in cyberverse as [[particle]] -- tokens +- discover best [[tokens]] - discover more [[concepts]] \ No newline at end of file diff --git a/pages/tokens.md b/pages/tokens.md index c0852c0..aad8a9d 100644 --- a/pages/tokens.md +++ b/pages/tokens.md @@ -15,5 +15,6 @@ status:: DONE - will become the [[network]] of the same name with a [[collective learning]] protocol - [[$TOCYB]] is a token issued on [[bostrom]] to organize [[bootloading]] of [[cyber]] - ## ethereum + - [[$ETH]] as digital oil and [[backbone]] - ## bitcoin - [[$BTC]] as digital gold and [[pelvis]] \ No newline at end of file diff --git a/pages/trust systems.md b/pages/trust systems.md new file mode 100644 index 0000000..b881735 --- /dev/null +++ b/pages/trust systems.md @@ -0,0 +1,3 @@ +- aggregate and evaluate user feedback and interactions to establish trust and reputation scores +- which help in managing the quality and reliability of contributions in online platforms +- in [[bostrom]] global [[karma]] trust system is implemented \ No newline at end of file