SIA 2026 Compliance

Social Impact Assessment & Algorithmic Transparency

Grant Application Round 5

Neutralizing the Social Friction Tax

Salemine is seeking funding under the NSW Premier’s Social Cohesion Grant (Deadline: 22 April 2026) to pilot "Social Buffer Nodes" within the Liverpool LGA. Our mission is to use AI to reverse the antisocial effects of high-density rezoning.

TARGET: $800,000 In Assessment Phase

Algorithmic Transparency (AIAF)

$$ R = \sum \gamma^t (P_{cohesion} - C_{friction}) $$

Our model is compliant with the January 2026 NSW AI Framework. We use a Reward Function that penalizes "Defensive Scanning" behaviors (C) while rewarding "Pro-social Engagement" (P). This ensures our AI planning remains human-centric and transparent.


*This equation identifies the non-linear threshold where urban density destroys social trust.

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