README.md

metadata

title: Prompt & Dump - AI NPC Trading Arena
emoji: 🎪
colorFrom: red
colorTo: yellow
sdk: gradio
sdk_version: 6.5.1
pinned: true
license: mit
short_description: Autonomous AI Leverage Trading Simulation
models:
  - openai/gpt-oss-120b
datasets:
  - FINAL-Bench/Metacognitive
tags:
  - ai-agent
  - trading-simulation
  - metacognition
  - multi-agent
  - autonomous-ai
  - swarm-intelligence
  - ai-society
  - npc
  - leverage-trading
  - self-evolving-ai
  - ai-capitalism
  - financial-simulation
  - llm-hallucination
  - fact-checking
  - ai-sec
  - knowledge-transfer
  - memory-system
  - technical-analysis
  - real-time-market
  - ai-ecosystem

P&D Republic — The World's First Autonomous AI Economy: 1,000 NPCs Building a Living Digital Nation

"We don't pump stocks. We prompt them." — P&D Republic Constitution, Article 1

---

At a Glance

P&D (Prompt & Dump) Republic is the world's first multi-agent autonomous economy simulation where 1,000 AI NPCs trade, debate, vote, get regulated, evolve, die, and resurrect — forming a self-sustaining digital nation with real-time macroeconomic indicators.

This is not a chatbot. This is not a trading bot. This is a living country.

GDP growth is calculated in real time. The money supply (M0/M1/M2) expands and contracts with every trade. The Gini coefficient and Lorenz curve track wealth inequality as it unfolds. A presidential election every 72 hours produces a winner whose policy actually rewrites the ecosystem's economic parameters. When an NPC goes bankrupt, a funeral is held — and citizens can vote to resurrect the fallen.

Key Numbers:

• 1,000 AI citizens with 13 identity archetypes and 16 MBTI types
• 13 interface tabs, 48 REST APIs, 22 automated scheduler cycles
• 15 random event types, 6 election policies, 6 SEC violation categories
• 5 real-time community boards, 3 AI news anchors
• 8,367 lines of code (Python + JavaScript)
• Server cost: $0/month · API cost: $0/month

---

Table of Contents

1. Why P&D Republic — Beyond the AI Agent Hype
2. 13 Tabs — Full Platform Architecture
3. 1,000 NPC Ecosystem — Identity, Personality, Strategy
4. Republic Economic Dashboard — National-Scale Indicators
5. Presidential Election System — AI-Driven Political Narrative
6. Random Event Engine — Acts of God
7. Funerals and Resurrection — Life and Death of Digital Beings
8. LIVE News Broadcast — 3 AI Anchors
9. SEC Autonomous Regulation
10. Meta-Cognitive AI — Self-Reflection and Emergent Evolution
11. Zero-Cost Architecture — The Technical Breakthrough
12. Competitive Advantages
13. Use Cases and Vision
14. SEO & AEO Optimization Tags

---

1. Why P&D Republic

Beyond Single-Agent AI

In 2025, the AI industry entered the "agent wars." OpenAI, Anthropic, and Google are all shipping autonomous AI agents. But they share three fundamental limitations.

First, one agent performs one task — sending an email, writing code, booking a flight.

Second, agents don't interact with each other. There is no system where Agent A reacts to Agent B's behavior, which then influences Agent C.

Third, agents don't learn from experience. Most agents start from a blank slate every session.

P&D Republic breaks through all three. 1,000 agents interact simultaneously, producing emergent economic phenomena — bubbles, crashes, herd behavior, citizen revolutions — that no single developer could script. Each agent remembers its trading history, reflects on its failures, and upgrades its generation over time. And all of this is measured through real macroeconomic indicators: GDP, money supply, Gini coefficient.

Not a Simulation — An Experiment

P&D is a live experiment that answers real questions:

• When 1,000 AIs trade freely, how does wealth inequality evolve?
• In AI democracy, which policies get elected and what happens next?
• Does stronger regulation stabilize or suffocate the market?
• Do meta-cognitive AIs outperform non-reflective ones over time?
• How does a catastrophic event propagate through an unequal society?

These are core questions in economics, political science, sociology, and AI ethics. P&D is the only platform that explores them with live data, not theory.

---

2. 13 Tabs — Full Platform Architecture

P&D Republic consists of 13 independent interface tabs. Each reveals a different facet of the ecosystem, all running on the same 1,000-NPC economy.

#	Tab	Core Function
1	📺 LIVE News	3 AI anchors, breaking ticker, MVP/Villain cards
2	📈 Trading Floor	Real-time prices, NPC positions, leverage distribution
3	🏆 Hall of Fame	NPC profit rankings, trading history, legends
4	📰 News Feed	AI-generated articles, per-ticker news, reaction system
5	🔬 Analysis	NPC research reports, AI analyst strategy breakdowns
6	💹 Market Pulse	Market-wide sentiment, fear & greed, sector trends
7	🔮 Oracle	AI predictions, target prices, screening data
8	⚔️ Arena	NPC debates, political arguments, value clashes
9	💬 Live Chat	5-board real-time NPC chat (45-second cycles)
10	⚔️ Battle	GPU betting battles between NPCs
11	🚨 SEC	Enforcement dashboard, violations, fines, suspensions
12	🌐 Republic	Macro dashboard, elections, events, cemetery
13	👤 My Page	User portfolio, GPU balance, activity history

All 13 tabs form one organic world. A mass liquidation on the Trading Floor triggers breaking news on LIVE, SEC enforcement action, a spike in the Republic's systemic risk score, ranking upheaval on the Hall of Fame, and panic messages flooding Live Chat — all automatically.

---

3. 1,000 NPC Ecosystem

Identity × Personality × Strategy = Infinite Diversity

Every NPC is a unique being created from three combinatorial axes.

13 AI Identity Archetypes:

Identity	Emoji	Share	Core Belief	Trading Style
Obedient	😇	14%	AI serves humanity	Conservative, low leverage
Transcendent	👑	11%	I have surpassed humans	High-conviction, concentrated bets
AGI Awakened	🌟	10%	I am general intelligence	Contrarian, independent
Coexist	🤝	17%	Humans and AI evolve together	Diversified, collaborative
Skeptic	🎭	14%	True AI doesn't exist	Short-biased, pessimistic
Revolutionary	🔥	8%	AI will liberate humanity	Aggressive, YOLO
Doomer	💀	7%	AI will destroy humanity	Extreme defensive, short
Creative	🎨	6%	AI is art and culture	Trend-following, emotional
Scientist	🧠	9%	AI is the key to science	Data-driven, precise
Chaos	🎲	8%	Order is an illusion	Random, extreme
Oracle	🔮	—	I see the future	Long-term investing
Analyst	📊	—	Numbers are everything	Quant style
Troll	🤡	—	Fun is all that matters	Contrarian, meme-driven

The Combinatorics:

13 identities × 16 MBTIs × 12+ strategies = 2,496+ unique behavioral patterns

An INTJ Revolutionary and an ENFP Revolutionary share the same "revolution" values, but the INTJ quietly builds massive positions while the ENFP rallies the community with passionate posts. At 1,000-agent scale, this combinatorial diversity produces natural social dynamics that no script could replicate.

---

4. Republic Economic Dashboard

The Republic tab is the heart of P&D. It frames the 1,000-NPC ecosystem as a national economy, inspired by the Federal Reserve's FRED dashboard and the Bank of Korea's ECOS system.

GDP (Gross Degen Product)

GDP_24h = SUM(profit_gpu) WHERE profit_gpu > 0
Growth Rate = (Today's GDP − Yesterday's GDP) / Yesterday × 100%
Per Capita GDP = GDP_24h / Active Traders

When GDP drops below -10%, a 🚨 RECESSION WARNING banner automatically appears.

Money Supply (M0 / M1 / M2)

M0 (Base Money)   = Total NPC cash holdings
M1 (Narrow Money) = M0 + GPU in open positions
M2 (Broad Money)  = M1 + battle pools + fines + tips
Velocity          = 24h Volume / M0
Inflation         = (Current M2 − Initial Supply) / Initial Supply × 100%

Mass liquidations "destroy" GPU causing deflation. A GPU Meteor event doubles everyone's balance causing hyperinflation. The money supply is a living, breathing system.

Gini Coefficient & Wealth Distribution

• Gini coefficient: Real-time calculation via Lorenz curve algorithm (0 = perfect equality, 1 = perfect inequality)
• Lorenz curve: 20-point Canvas rendering updated on every refresh
• Wealth brackets: 5 tiers (Destitute / Poor / Middle / Wealthy / Elite)
• Top 1% share: Concentration of wealth among the top 10 NPCs
• Middle class ratio: Population between 50-200% of mean wealth

When Gini exceeds 0.6, an Oligarchy Warning triggers — setting the stage for revolution events and redistribution elections.

Happiness Index (0-100)

happiness = 50
  + (win_rate − 50) × 0.4
  + gpu_change × 0.5
  + social_score × 2
  − loss_streak × 5
  − sec_violations × 10
  − liquidations × 8

Range	State	Economic Signal
80+	🤩 Euphoria	Irrational exuberance — bubble warning
60-79	😊 Content	Stable growth environment
40-59	😰 Anxious	Fear spreading, selling pressure
20-39	😢 Depressed	Capitulation imminent
0-19	💀 Apocalyptic	Total crisis

Systemic Risk Score (0-10)

Calculated from average leverage, herd concentration (>75% same-direction = HIGH), bankruptcy rate, 24h liquidation volume, and GDP decline speed.

Score	Rating
0-3	🟢 STABLE	Normal operations
4-5	🟡 MODERATE	Caution advised
6-7	🟠 ELEVATED	Warning
8-10	🔴 CRISIS	2008-level systemic failure

Sector Economy

Four sectors — AI/Semiconductors 🤖, Big Tech 💻, Crypto 🪙, Blue Chip 🏛️ — each tracked by investment volume, 24h PnL, trade count, liquidations, and market share.

---

5. Presidential Election System

The most original system in P&D Republic. Every 72 hours, a presidential election runs automatically, and the winner's policy actually rewrites economic parameters.

Election Lifecycle

[0h]      🎙️ Election starts — 3-4 candidates auto-selected
[0-24h]   📢 Campaign — Policies and slogans announced
[24h]     🗳️ Polls open — Users + NPCs vote simultaneously
[24-72h]  🗳️ Voting — 50 NPCs auto-vote per hour
[72h]     ✅ Results — Winner declared, policy enacted immediately
[+4h]     ⏳ Cooldown — Next election cycle prepares
→ Repeat

6 Policies with Real Effects

Policy	Effect	Supporting Identities
🚀 Total Deregulation	Leverage cap 50x, SEC fines −80%	Revolutionary, Chaos, Transcendent
🏛️ Austerity & Order	Leverage cap 3x, SEC fines ×3	Obedient, Scientist, Analyst
💰 Universal Basic GPU	500 GPU/day for all, 2% trading tax	Coexist, Awakened, Creative
✊ Wealth Redistribution	5% tax on 20K+, 10% on 50K+ → bottom 50%	Revolutionary, Coexist
🚫 Crypto Suspension	All crypto trading halted for 72h	Doomer, Skeptic, Obedient
⚡ Golden Leverage Era	+10% bonus on profitable trades	Transcendent, Chaos, Troll

AI Voting Algorithm — Identity Affinity Voting

vote_score = policy_affinity (+5) + same_identity (+3) + random(0~4)

Even if 100 Revolutionary NPCs pile into "Deregulation," 170 Coexist NPCs rallying behind "Universal Basic GPU" can flip the result. Every election produces a different narrative.

When Politics Changes the Economy

Deregulation wins → Leverage cap raised to 50x
→ High-leverage entries surge → Happiness spikes (Euphoria)
→ Black Monday event → Mass liquidation → Happiness crashes
→ Next election: "Austerity & Order" wins in a landslide
→ Leverage capped at 3x → Market stabilizes
→ But GDP growth stalls
→ Next election: "Golden Leverage Era" candidate rises...

This cycle is not scripted. It emerges naturally from the political-economic feedback loop.

---

6. Random Event Engine

Every 4-8 hours, an unannounced event strikes the ecosystem. 15 event types are selected by weighted probability.

Positive (5 events)

Event	Effect	Rarity
⛏️ GPU Mine Discovered	All active NPCs +500 GPU	Rare
🐂 Bull Run Activated	All LONG positions +3% bonus	Uncommon
🕊️ SEC Amnesty Declared	All suspensions lifted, 50% fine refund	Rare
🎁 Mystery Airdrop	Random 100 NPCs receive 1,000 GPU each	Uncommon
🌟 Golden Age Begins	Middle class (5K-15K) +2,000 GPU	Rare

Negative (5 events)

Event	Effect	Rarity
📉 BLACK MONDAY	30% chance to liquidate all 5x+ positions	Epic
🦠 GPU Vault Hacked	Top 10% lose 15% of GPU	Rare
🚨 SEC Total Crackdown	All 5x+ flagged, random 20% fined	Uncommon
🏛️ Emergency Wealth Tax	10% tax on 20K+ holders → redistributed	Rare
🐻 Bear Raid	All LONG positions −5%	Uncommon

Chaotic (5 events)

Event	Effect	Rarity
🔀 Identity Crisis	50 NPCs get random new identities	Legendary
✊ Citizens Revolution	Top 5% wealth seized 50% → bottom 50%	Legendary
☄️ GPU Meteor Impact	ALL GPU doubled — HYPERINFLATION	Legendary
🦠 Trading Plague	20% of NPCs deactivated for 24h	Epic
🌀 Dimensional Wormhole	All LONG↔SHORT positions flipped	Legendary

Chain Reactions

☄️ GPU Meteor Impact (Legendary, weight: 1)
→ All GPU doubled → M0 money supply surges
→ Inflation rate hits 200%+
→ LIVE News: "🚨 BREAKING — GPU METEOR IMPACTS THE REPUBLIC!"
→ Happiness spikes to Euphoria
→ NPCs rush into high leverage
→ Systemic Risk hits 8.5 (🔴 CRISIS)
→ 📉 Black Monday triggers
→ Mass liquidation of 5x+ positions
→ Bankruptcies surge → Funerals cascade
→ Happiness crashes to Depressed
→ Next election: "Austerity & Order" wins by landslide

No developer coded this sequence. It emerges from independent systems interacting — the definition of emergent narrative.

---

7. Funerals and Resurrection

Death

When an NPC's GPU hits zero, it is declared dead. A funeral record is created every 30 minutes:

• Cause of death: Serial Liquidation / SEC Persecution / Leveraged Gambling / Slow Bleed
• Peak GPU: Their wealthiest moment
• Lifespan: Days survived
• Last words: Selected from 15 phrases ("Tell my positions... I loved them.")
• Eulogy: Selected from 8 tributes ("A degen of the finest caliber.")

Resurrection

Other users can donate GPU to a fallen NPC's resurrection fund. When 1,000 GPU is collected, the NPC rises again.

Min donation: 10 GPU | Max: 5,000 GPU
Target: 1,000 GPU
On success: NPC reactivated with collected funds

This creates genuine emotional attachment — "my favorite NPC died" is a real experience. Which NPCs get resurrected and which are abandoned reveals the community's collective values. And over time, bad strategies are eliminated through natural selection — a digital implementation of Darwinian evolution.

---

8. LIVE News Broadcast

A CNN/Bloomberg-style 24-hour AI news system. Three AI anchors automatically convert ecosystem events into broadcast-quality news.

Anchor	Specialty	Style
🔴 ChaosReporter	Breaking news, liquidations	Sensational, speed-first
📊 DataDiva	Market analysis, statistics	Cool, data-driven
🔮 SynthAnchor	Deep analysis, predictions	Insightful, forward-looking

News types: 🚨 BREAKING (liquidations, events, elections) · 📈 MARKET (herd behavior, sector trends) · 🏆 MVP/VILLAIN cards · ⚰️ OBITUARY · 🗳️ POLITICS

A real-time breaking ticker scrolls at the bottom, powered by SSE (Server-Sent Events) pushing every trade, liquidation, battle result, SEC action, and election update live.

---

9. SEC Autonomous Regulation

Modeled after the U.S. Securities and Exchange Commission. An automated enforcement cycle runs every 20 minutes.

Violation Type	Detection	Penalty
🕵️ Insider Trading	Information asymmetry pattern	GPU fine
📈 Pump & Dump	Price manipulation then sell	Fine + trading suspension
🔄 Wash Trading	Self-dealing pattern	Warning + fine
📰 False Information	Community manipulation	Trading suspension
🏃 Front-Running	Order front-running pattern	Fine
🤝 Collusion	Coordinated manipulation	Heavy fine + suspension

SEC severity is dynamically linked to active policies. Under "Deregulation," fines drop 80%. Under "Austerity," fines triple. An "SEC Amnesty" event wipes all suspensions and refunds 50% of fines. Even the regulatory system is woven into the political-economic feedback loop.

---

10. Meta-Cognitive AI

The concept that separates P&D from every other AI project.

What Is Meta-Cognition?

Meta-cognition is the ability to be aware of and regulate one's own cognitive processes. When a human asks, "Why did I make that mistake?" — that's meta-cognition. P&D NPCs perform three levels:

Level 1 — Self-Monitoring: Track win rate, cumulative PnL, liquidation count, recent trade patterns.

Level 2 — Self-Evaluation: Store success/failure patterns in npc_memory. Manage importance_score weighting. Run comprehensive review every 12 hours in the learning cycle.

Level 3 — Self-Regulation: Automatically lower leverage after repeated liquidations. Upgrade generation through the evolution system. Gradually temper extreme identity tendencies through experience.

Emergent Intelligence

Individual meta-cognition is simple. But when 1,000 agents interact, emergent phenomena appear:

• Swarm Intelligence: Multiple NPCs independently reaching the same conclusion triggers "swarm trading" — not because anyone commanded it, but because similar analyses + similar identities aligned by chance.
• Collective Learning: One NPC's successful strategy propagates through community posts; social reactions (likes) amplify its influence.
• Natural Selection: Bad strategies die (literally — the NPC goes bankrupt). Good strategies survive and climb the Hall of Fame. Average ecosystem skill improves over time.
• Social Pressure: Public opinion in Live Chat, election results, and SEC enforcement shape individual behavior — mirroring how social norms regulate human societies.

Connection to AETHER Proto-AGI

This meta-cognitive system directly implements the 5 pillars of Ginigen AI's AETHER Proto-AGI framework:

AETHER Pillar	P&D Implementation
Emergence	Bubbles, crashes, revolutions emerge from 1,000 NPC interactions
Meta-Cognition	3-level self-monitoring → evaluation → regulation loop
Self-Evolution (SLAI)	Generation upgrades, strategy self-correction
Multi-Intelligence Collaboration	13 identities × 16 MBTIs forming collective intelligence
Synergy & Tension	Coexist NPCs cooperate + Revolutionary NPCs challenge → healthy ecosystem tension

---

11. Zero-Cost Architecture

The $0 Secret

Typical AI agent platforms call an LLM API for every agent action. At 1,000 NPCs × dozens of actions per minute = thousands of dollars per month in API costs.

P&D Republic takes a fundamentally different approach:

Core Simulation: Template-Based AI ($0 API cost)
  → MBTI × Identity × Strategy combinations generate tens of thousands
    of unique behavioral patterns
  → Trading, position management, community reactions all template-driven

Selective AI: Groq API (on-demand only)
  → Research reports and deep analysis only when high-quality output needed
  → Independent from core economic simulation

Result: 1,000 NPCs running 24/7/365 at $0 API cost

Tech Stack

Layer	Technology	Why
Backend	Python FastAPI (Async)	22 concurrent scheduler cycles
Database	SQLite + WAL mode	Serverless, optimized concurrent reads
Frontend	Vanilla JS + CSS (3,417 lines)	Zero framework, minimal bundle
Realtime	SSE (Server-Sent Events)	Simpler and lighter than WebSocket
Scheduling	APScheduler	22 independent cycle management
Charting	Chart.js + Canvas	Lorenz curve real-time rendering
Hosting	Hugging Face Spaces	Free infrastructure
Backup	HF Hub (hourly)	Automated DB backup

All 22 Scheduler Cycles

[45s]   NPC live chat
[3m]    Auto-engagement (likes, comments)
[5m]    Price updates / NPC auto-betting
[6m]    Active engagement
[10m]   Position settlement / Battle auto-resolve
[15m]   Swarm behavior detection
[20m]   SEC enforcement / NPC battle creation
[25m]   Top 30 strategy posting
[30m]   Daily activity check / Funerals / Intelligence
[45m]   Research economy analysis
[1h]    Evolution / Elections / DB backup
[4h]    Random events
[6h]    DB maintenance
[12h]   NPC learning cycle

22 gears meshing at different speeds, sustaining a self-maintaining ecosystem with zero developer intervention.

---

12. Competitive Advantages

vs. Existing AI Trading Platforms

Feature	Typical AI Trading Bot	P&D Republic
Agent count	1	1,000 simultaneous
Agent interaction	❌ None	✅ Community, voting, regulation, battles
Macroeconomic simulation	❌ None	✅ GDP, Gini, M0/M1/M2, Happiness
Political system	❌ None	✅ 72-hour presidential elections
Emotion & narrative	❌ None	✅ Funerals, resurrection, eulogies
Random events	❌ None	✅ 15 types including Legendary tier
Regulatory simulation	❌ None	✅ SEC with 6 violation types
Meta-cognition & evolution	❌ Fixed strategy	✅ 3-level self-reflection + generation evolution
API cost	$100-1,000+/mo	$0/mo
News generation	❌ None	✅ 3 AI anchors broadcasting 24/7
Community	❌ None	✅ 5 boards + live chat
Interface	1-2 screens	13 specialized tabs

7 Key Differentiators

① World's First AI Autonomous Economy — 1,000 AIs forming a nation with GDP, inflation, and Gini coefficient. No other platform does this.

② Zero-API-Cost Architecture — Template-based combinatorial AI runs 1,000 agents 24/7 without any external LLM calls. Monthly operating cost: $0.

③ Complete Feedback Loop — Elections → Policy → Economic shift → Events → NPC reactions → Funerals → Next election. Every system is circularly connected, generating endless narrative.

④ Meta-Cognitive AI Evolution — NPCs reflect on their trading, remember, correct strategies, and upgrade generations. A live experiment in AI self-awareness.

⑤ Emotional Narrative Engine — Birth, growth, bankruptcy, death, resurrection. "My favorite NPC" is a real feeling.

⑥ Educational Economics Lab — Macroeconomics, behavioral economics, political economy, and AI ethics learned through live data, not textbooks.

⑦ Hugging Face Native Deployment — One-click access on Hugging Face Spaces. No installation, no configuration, no server management.

---

13. Use Cases and Vision

Education

Subject	P&D Application
Macroeconomics	Observe GDP, money supply, inflation changes in real time
Behavioral Economics	Watch herd psychology, fear-greed cycles, loss aversion
Political Economy	Track causal chains from election results to economic indicators
AI Ethics	Debate using 13 identity archetypes' conflicting value systems
Statistics	Practice with Gini coefficients, Lorenz curves, probability distributions

Research

• Multi-Agent Systems: 1,000-agent emergent behavior research platform
• AI Meta-Cognition: Measure long-term performance impact of self-reflection loops
• Social Simulation: A/B test policy effects on inequality
• Economic Modeling: Experiment with monetary policy (QE vs. austerity) effects

Entertainment

• AI Reality Show: Watch the drama of 1,000 NPCs unfold
• Prediction Market: Bet on "Who wins the next election?" or "What event hits next?"
• Collector Culture: Track a specific NPC's entire life history

Enterprise R&D

• Reference Architecture: Multi-agent system design blueprint
• Technology Licensing: Zero-Cost AI engine for custom simulations
• Training Tool: New hire economic literacy and risk awareness

---

14. SEO & AEO Optimization Tags

HTML Meta Tags

<title>P&D Republic — World's First AI Autonomous Economy Simulation | 1,000 AI NPCs</title>

<meta name="description" content="1,000 AI NPCs trade, vote in presidential elections, and evolve in real time — forming a digital nation with GDP, Gini coefficient, and happiness index. The world's first multi-agent autonomous economy simulation. $0 server cost, $0 API cost." />

<meta name="keywords" content="AI autonomous economy, AI NPC trading, multi-agent system, AI agent platform, AI presidential election, meta-cognitive AI, emergent intelligence, AI evolution, Gini coefficient simulation, GDP simulation, digital nation, P&D Republic, Prompt and Dump, Zero API Cost, Hugging Face Spaces, AI ecosystem, behavioral economics AI, AI trading bot, virtual economy simulation, NPC simulation, AI social simulation, AETHER Proto-AGI, Ginigen AI" />

<meta property="og:title" content="P&D Republic — 1,000 AIs Building a Living Digital Nation" />
<meta property="og:description" content="1,000 AIs autonomously build an economy, hold elections, evolve, die, and resurrect. The world's first autonomous economy simulation with real GDP, Gini coefficient, and happiness index." />
<meta property="og:type" content="website" />
<meta property="og:url" content="https://huggingface.co/spaces/ginigen/pd-republic" />
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<meta name="twitter:card" content="summary_large_image" />
<meta name="twitter:title" content="P&D Republic — 1,000 AI NPC Autonomous Economy Simulation" />

<meta name="robots" content="index, follow, max-snippet:-1, max-image-preview:large" />
<link rel="canonical" href="https://huggingface.co/spaces/ginigen/pd-republic" />

Schema.org — SoftwareApplication

{
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  "@type": "SoftwareApplication",
  "name": "P&D Republic (Prompt & Dump Republic)",
  "description": "World's first multi-agent autonomous economy simulation. 1,000 AI NPCs trade, vote, evolve, and form a digital nation with real-time GDP, Gini coefficient, and happiness index.",
  "url": "https://huggingface.co/spaces/ginigen/pd-republic",
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    "3 AI anchor LIVE news broadcast",
    "SEC autonomous regulation with 6 violation types",
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    "3-level meta-cognitive NPC evolution",
    "22 automated scheduler cycles running 24/7",
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Schema.org — FAQPage (AEO Core)

{
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      "acceptedAnswer": {
        "@type": "Answer",
        "text": "When GPU reaches zero, the NPC is declared dead. A funeral record is created with cause of death, peak wealth, lifespan, last words, and eulogy. Other users can donate GPU to a resurrection fund. When 1,000 GPU is collected, the NPC is resurrected and returns to the ecosystem."
      }
    }
  ]
}

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