How is this calculated?
The math continuously tracks how strongly this post is connected to the rest of the network. Every tag forms a 2-way link. The base stats determine personal node strength, and the pie charts below show this node's share against its direct neighbours.
// 1. Base variables (floored at 1 to prevent zero-multiplication math errors)
$inbound = max(1, 2) = 2
$outbound = max(1, 2) = 2
// 2. Node Base Values (Local connection strength)
Base_Strength (PV) = $inbound * $outbound = 2 * 2 = 4
Base_Influence (IV) = $inbound / $outbound = 2 / 2 = 1
// 3. Exponential Network Values (accumulating 13 direct neighbours)
Network_Strength (CV) = Base_PV * (Neighbour_1_PV * Neighbour_2_PV * ...)
= 4 *
( 80 [Open source artificial intelligence] *
1 [Computational reasoning algorithms] *
49 [Generative artificial intelligence] *
4 [2023-06 study about ML discovery of senolytics] *
4 [Stable Diffusion] *
1 [AI-generated media] *
4 [Midjourney] *
1 [Prompt engineering for generative AI] *
4 [AI Descartes] *
1 [ClueBots] *
1 [GPT4All] *
1 [OpenAssistant] *
1 [RFdiffusion]
)
= 4.01M
Network_Influence (TV) = Base_IV * (Neighbour_1_IV * Neighbour_2_IV * ...)
= 1 *
( 1.25 [Open source artificial intelligence] *
1 [Computational reasoning algorithms] *
1 [Generative artificial intelligence] *
1 [2023-06 study about ML discovery of senolytics] *
1 [Stable Diffusion] *
1 [AI-generated media] *
1 [Midjourney] *
1 [Prompt engineering for generative AI] *
1 [AI Descartes] *
1 [ClueBots] *
1 [GPT4All] *
1 [OpenAssistant] *
1 [RFdiffusion]
)
= 1.25
Outbound
2
Tags on post
Inbound
2
Posts tagging this
Connections
13
Total nodes
Base Node Strength
4
Base Node Influence
1
Strength Share (vs Direct Neighbours)
Dominant nodes (excluded from chart)Open source artificial intelligence 51.28%Generative artificial intelligence 31.41%
Influence Share (vs Direct Neighbours)
Connected Network Hierarchy
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Connection Health Audit (Red = broken 1-way link)