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Human 3.0 project uses PAI and Substrate to build AI graph insights from data

A developer has integrated a Substrate skill into their Human 3.0 project, aiming to transform raw information into a connected web of insights. This approach contrasts traditional defensive strategies, which often rely on lists, by adopting a graph-based thinking model more akin to offensive tactics. The goal is to automatically uncover relationships and patterns within data. AI

Summary written by gemini-2.5-flash-lite from 1 source. How we write summaries →

IMPACT This integration could offer new ways to analyze and visualize complex data relationships for cybersecurity professionals.

RANK_REASON This describes a specific application or integration of AI tools rather than a core AI release or research.

Read on Mastodon — mastodon.social →

Human 3.0 project uses PAI and Substrate to build AI graph insights from data

COVERAGE [1]

  1. Mastodon — mastodon.social TIER_1 · [email protected] ·

    Defenders think in lists, but attackers think in graphs. I’ve brought that power to my Human 3.0 project by building a Substrate skill for PAI. It turns raw inf

    Defenders think in lists, but attackers think in graphs. I’ve brought that power to my Human 3.0 project by building a Substrate skill for PAI. It turns raw info into a connected web of insights automatically. See it here: https:// the15thstandard.com/blog/incor porating-substrat…