Candidate Profile & Platform
Canonical Baseline
Candidate:
Dr. Elena Vance
Scientific Background:
AI Alignment Researcher & Former Lab Safety Lead
Initial Seed PAC Funding:
$1,500,000 (314 Action Backed)
Policy Priority Weights
Sum normalized to 1.0
Algorithmic Safety & Frontier Red-Teaming
0.40
National Compute Infrastructure & Public Cloud
0.30
Model Transparency & Whistleblower Shield
0.30
Resource & Capital Allocation
100% Allocated
Digital Mobilization (40%)
Expert Briefings (25%)
Scientist Town Halls (35%)
Digital Outreach & Anti-Disinformation Ads
40%
Tech Worker & Expert Briefings
25%
Public Scientist Town Halls & Community Tours
35%
Source: NBC News (314 Action Fund 2028 Campaign Initiative)
Simulated 2028 Electorate Engine
2028 Electoral Viability & Sector Polling
Competitive Challenger
Projected Vote Share
District Model Projections (Target 50.1%)
Tech Sector Support
82.5%
AI Labs, Engineers & Whistleblowers
Swing Voter Support
41.2%
Suburban Moderates & Tech Skeptics
National Media Sentiment
Cautiously Optimistic
Fact-check Resilience: High
Stakeholder Alignment Breakdown (%)
Real-time demographic response
Campaign Field Note: Candidate leads strongly across high-tech hubs (+32.5 net margin) due to robust whistleblower shield policies. Suburban swing voters require additional clarity regarding compute subsidies and cost of living.
Electoral Coalition Heatmap
| Voter Segment | Approval | Primary Driver | Vulnerability / Antidote |
|---|---|---|---|
| Tech Workers & Engineers | 82.5% | Whistleblower legal immunity & open safety standards | Fears of heavy compute licensing stagnation |
| Swing Moderates | 41.2% | Scientist town halls explaining real AI job impacts | Perception of candidate as insular technocrat |
| Labor Unions & Workers | 53.8% | Protection against automated mass displacements | Must emphasize fair transition & retraining funds |
| Party Establishment | 49.0% | 314 Action Fund endorsement & early donor velocity | Preference for conventional party-line politicians |