🔴 LIVE RESULTS CENTER

RESULTS

Declared DUN seat results from polling day · Demo: ?demo=live

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B · Map & Fight

🗺 LIVE DUN STATUS

Only seats currently counting or declared

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A · Overview
Standby
Leading
0/36 Declared
0% Turnout

🏛 Before vs Unjuran Gabungan

Kiri = komposisi semasa / pra-bubar. Kanan = unjuran (purata senario berwajaran) bukan salinan data semasa.

SEBELUM / BEFORE (pre-dissolution)

36
Total Seats
19
Majority Needed
889,490
Registered Voters
7
Battleground Seats

UNJURAN GABUNGAN (scenario-weighted)

🎯 PATH TO MAJORITY

Seats short of state majority and swing seats needed (approx.)

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C · Live Pulse

📡 NEWS SENTIMENT RADAR

📰 ELECTION NEWS FEED

LIVE RSS

Malay Mail · Bernama · BM sentiment scoring

D · Methods

🎯 NEURALOPS PROJECTIONS Method 1: Scenario

Scenario simulation using shared seat-level engine, bounded regression and Monte Carlo uncertainty

🎲 MONTE CARLO SIMULATION Method 2: Monte Carlo

50,000 trial runs across 36 seats · majority probability distribution

Running simulation...

🧪 GPT REGRESSION SIMULATION LAB Method 3: GPT Regression

GPT labelled

Multiple regression-style stress tests across turnout, youth, rural, sentiment and transfer variables

🎛 SIMULATION CONTROLS

Adjust live assumptions, then the shared simulation engine will recalculate.

Pair stress under uniform seat shock
−5% Base +5%
E · Synthesis

📊 SIMULATION REMARKS Consensus

Refined analysis synthesized from all projection methods and media sentiment

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📜 ELECTION HISTORY