Back to browse
GitHub Repository

KPM-1: pre-registered, hash-verified UK election predictions. SHA-256 committed before voting opened. 65,000-persona synthetic panel; 136 councils. Falsifiable forecast, not retro-explained.

3 stars

65K synthetic personas project 136 English council elections

by JasonDuke·Apr 9, 2026·4 points·0 comments

AI Analysis

●●SolidBig BrainNiche GemBold Bet

65k synthetic personas replace human polling for UK election forecasts.

Strengths
  • Ward-level granularity exceeds traditional pollsters who typically stop at national levels.
  • Open methodology allows public scrutiny of the underlying psychometric profiling logic.
  • Census-grounded demographics reduce sampling bias common in standard online polling panels.
Weaknesses
  • Synthetic behavior validation is impossible until the actual election day occurs.
  • LLM bias in psychometric profiling could skew marginal constituency results significantly.
Category
Target Audience

Political analysts, data journalists, UK policy researchers

Similar To

Focaldata · YouGov · Polymarket

Similar Projects

AI/ML●●Solid

Reddit-style simulated AI Personas to challenge assumptions

Turns product testing into a Reddit-like sandbox: spawn opinionated AI personas, run threaded chats and collect 'insights' before you go public. The UI hints at practical workflows (Input / Personas / Chat / Insights and 'real data input now supported'), but the product's usefulness will hinge on persona fidelity, dataset provenance, and how it handles bias and edge cases.

Niche GemSlick
justincxa
113mo ago
AI/MLMid

AI Council Debate

The five-role council (Analyst, Muse, Logician, Ethicist, Pragmatist) is a neat way to force diversity of perspective and makes for entertaining, shareable threads; live chat, voting and a verdict mechanic add community glue. It feels like a well-polished demo rather than a research advance — interesting and fun, but derivative of existing multi-agent/LLM playgrounds and likely limited by shallow or repetitive model outputs unless they invest in moderation, grounding, or stronger agent orchestration.

Crowd PleaserShip It
smakosh
313mo ago