#Mirofish

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#Mirofish Reel by @nicholas.puru (verified account) - Comment "FISH" if you want my newsletter where we break down how to use tools like this step by step to grow your 
  business and I'll send it to you
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@nicholas.puru
Comment “FISH” if you want my newsletter where we break down how to use tools like this step by step to grow your business and I’ll send it to you 📩 MiroFish creates thousands of fake people inside a simulation — each with their own personality, opinions, and memory — then lets them argue and make decisions together. Instead of guessing if your next campaign or pricing change will work, you type in your question and it simulates hundreds of AI people who debate it like real humans. One guy used this to run a prediction market bot and made over $4,000 in profit. It’s free, open-source, and you don’t need to code anything. Just ask it a question and let the simulation run. #AItools #AIprediction #artificialintelligence #aiforbusiness #mirofish
#Mirofish Reel by @futuristic.ai.guy - MiroFish creates thousands of fake people inside a simulation - each with their own personality, opinions, and memory - then lets them argue and make
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@futuristic.ai.guy
MiroFish creates thousands of fake people inside a simulation — each with their own personality, opinions, and memory — then lets them argue and make decisions together. Instead of guessing if your next campaign or pricing change will work, you type in your question and it simulates hundreds of AI people who debate it like real humans.
#Mirofish Reel by @hasantoxr (verified account) - MiroFish is a free, open-source swarm intelligence engine that simulates thousands of AI agents with unique personalities and memories to predict how
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@hasantoxr
MiroFish is a free, open-source swarm intelligence engine that simulates thousands of AI agents with unique personalities and memories to predict how people will react to any news, document, or event before it happens. Upload a press release, policy draft, or earnings report and MiroFish builds a knowledge graph, generates hundreds of agents, and runs a full social simulation in real time. Used for PR crisis testing, trading sentiment signals, policy analysis, and prediction market betting. Originally built in Chinese, an English offline version is now available. #aiagents #langchain #ai #artificialintelligence #ainews
#Mirofish Reel by @mavenhq (verified account) - MiroFish is a multi-agent swarm built to predict the future. 

It's actually much simpler to build a system like this than you might expect. You can l
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@mavenhq
MiroFish is a multi-agent swarm built to predict the future. It’s actually much simpler to build a system like this than you might expect. You can learn the basics of multi -agent architecture in just a couple hours. #ai #agenticai #maven #mirofish
#Mirofish Reel by @parasmadan.in (verified account) - Agents can now behave like Humans 🧑‍💻

#mirofish #aiagents
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@parasmadan.in
Agents can now behave like Humans 🧑‍💻 #mirofish #aiagents
#Mirofish Reel by @sebintel (verified account) - Comment "Fish" and I'll send you the step-by-step guide.
Simulate real-world reactions with MiroFish by testing ideas using AI personas to predict out
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@sebintel
Comment “Fish” and I’ll send you the step-by-step guide. Simulate real-world reactions with MiroFish by testing ideas using AI personas to predict outcomes before decisions. #MiroFish #AIPersonas #AISimulation #aitools #PredictiveAI #aiworkflow #BusinessAI #AIInsights
#Mirofish Reel by @tradex_labs (verified account) - So, can MiroFish act as a signal layer by modeling emergent behavior?

Swarm intelligence doesn't predict the market but it can model human behavior.
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@tradex_labs
So, can MiroFish act as a signal layer by modeling emergent behavior? Swarm intelligence doesn’t predict the market but it can model human behavior. MiroFish takes real-world data (news, policy shifts, sentiment) and simulates how thousands of independent agents interact and influence each other, extracting patterns that emerge from collective decision making rather than historical time series alone. Now here is my hypothesis. If human sentiment is a factor in driving price movement, and MiroFish simulates how sentiment cascades through populations, then the patterns it generates could function as an additional signal layer within a larger trading model. Keep in mind, this is theoretical. Execution matters enormously. LLM agents exhibit herd behavior at faster rates than real humans. Garbage seed data produces garbage simulations. And yes, introducing a new signal can amplify noise rather than reduce it. I’m still exploring whether MiroFish’s emergent behavior modeling can help predict sentiment shifts before they hit traditional market indicators. If it does, it becomes a valuable edge. Btw, I am basically done building the backtest and opt engine. Will show case this next week with our current data. #SwarmIntelligence #AgentBasedModeling #AlgoTrading #EmergentBehavior #QuantResearch
#Mirofish Reel by @keshavsuki (verified account) - Comment "fish" for both links and the setup guide 👇

This GitHub repo simulates the entire internet's reaction before you hit post.

It is called Mir
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@keshavsuki
Comment “fish” for both links and the setup guide 👇 This GitHub repo simulates the entire internet’s reaction before you hit post. It is called Mirofish. Upload any document. A press release. A policy draft. An earnings report. A tweet. It builds a knowledge graph, spins up 1,000 AI agents with real personalities, and simulates their social media reactions in real time. Posts, arguments, opinion shifts. Hour by hour. PR crisis testing. Dolce and Gabbana posted one ad in China without testing it. Lost hundreds of thousands of followers overnight. Trading signals. Hedge funds pay millions for sentiment analysis. This does it for free. Policy analysis. Governments get blindsided by public backlash. This simulates it before the announcement. Prediction markets. A French trader made 85 million dollars on Polymarket predicting an election better than every poll. Two versions. Original runs on cloud APIs. The offline fork runs entirely on your machine with Ollama and Neo4j. No API keys needed. The guide shows you how to set it up entirely from Claude Code. Open source. Free on GitHub. Comment “fish” for both links and the setup guide👇
#Mirofish Reel by @felix_ved - MiroFish got $4M funding within 24 hours. 33k GitHub stars. Powered by OASIS from CAMEL-AI, GraphRAG, and Zep Cloud. The offline fork runs fully local
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@felix_ved
MiroFish got $4M funding within 24 hours. 33k GitHub stars. Powered by OASIS from CAMEL-AI, GraphRAG, and Zep Cloud. The offline fork runs fully local with Neo4j + Ollama. #opensource #aiagents #aiengineering #aitools
#Mirofish Reel by @aiadventureryt - Comment "fish" and I'll send you the link.

MiroFish is an open-source AI simulation platform built by a Chinese college student that models a paralle
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@aiadventureryt
Comment “fish” and I’ll send you the link. MiroFish is an open-source AI simulation platform built by a Chinese college student that models a parallel digital world to explore future outcomes. You feed it inputs like news articles, policy drafts, or financial signals, and it creates a simulation where thousands of AI agents with their own behaviors, memories, and personalities interact and evolve. From a “God’s-eye view,” you can inject variables and observe how trends might unfold, similar to the kind of large-scale simulations hedge funds use for forecasting and strategy. The project exploded to the top of GitHub with 20K+ stars in a week and even attracted a $4M investment after a demo video went viral. #opensourceai #aiagents #simulation #github #genai
#Mirofish Reel by @brahada_irl - MiroFish is an open-source AI simulation engine built around the concept of multi-agent systems and swarm intelligence. Instead of relying on a single
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@brahada_irl
MiroFish is an open-source AI simulation engine built around the concept of multi-agent systems and swarm intelligence. Instead of relying on a single AI model to generate predictions, it creates a large number of independent AI agents, each with its own memory, personality, and decision-making logic. These agents interact within a simulated environment, forming a “digital world” that evolves over time. By feeding it real-world inputs such as news, policies, or datasets, MiroFish can model complex systems like social behavior, market reactions, or narrative outcomes. This approach makes it powerful for scenario testing and forecasting, as it focuses on emergent behavior rather than static predictions. MiroFish Offline (Local Version) MiroFish Offline is a modified version of the original system that runs completely on a local machine without relying on external APIs or cloud services. It replaces online dependencies with local tools such as Ollama for running language models and Neo4j for managing knowledge graphs. This allows users to maintain full control over their data, making it ideal for privacy-sensitive applications or environments with limited internet access. While the offline version offers independence and flexibility, it also requires more computational resources, especially when simulating large numbers of agents. It is particularly useful for developers and researchers who want to experiment, customize, and run simulations in a fully self-contained setup.
#Mirofish Reel by @jonylan (verified account) - 🚀 A Era dos "Super-Indivíduos" Chegou! ⚡

Você sabia que um desenvolvedor de apenas 20 anos construiu o MiroFish em 10 dias e atraiu um investimento
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@jonylan
🚀 A Era dos "Super-Indivíduos" Chegou! ⚡ Você sabia que um desenvolvedor de apenas 20 anos construiu o MiroFish em 10 dias e atraiu um investimento de 30 milhões de dólares? 🤯 Este projeto não é apenas mais uma IA de chat. O MiroFish é um motor de "Inteligência Artificial de Enxame" que simula comportamentos humanos em massa usando agentes autônomos. 🤖🌐 Por que isso muda o jogo para os negócios? * Simulação de Mercado: Teste a aceitação de um produto antes do lançamento. * Previsão de Tendências: Veja como a opinião pública reage a diferentes narrativas. * Risco Zero: Erre no ambiente digital para acertar no mundo real. O código é aberto (Open Source) e prova que, com a IA certa, uma única pessoa ou uma pequena equipe pode ter o poder de análise de uma corporação inteira. 📊💪 🔗 O projeto está bombando no GitHub. Já conhecia essa tecnologia ou ainda está preso nos prompts básicos? 👇 Comenta aqui: Qual decisão do seu negócio você simularia 1.000 vezes antes de tomar? #IA #MiroFish #inteligenciaartificial #jonylan #agentedeia

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