Artificial intelligence (AI) has evolved significantly over the years. Initially, AI models were designed to perform specific tasks but were limited in scope and adaptability. This led to the development of AI agents, capable of autonomous decision-making and actions, however, these agents often operated in isolation, resulting in fragmented solutions and inefficiencies. To overcome these challenges, the concept of AI agent collectives emerges, in this model, multiple AI agents collaborate to achieve complex objectives, enhancing their capabilities through shared information and coordinated efforts. Despite these advancements, efficiently integrating and managing these collectives remains a significant challenge.

Theoriq AI addresses these issues by merging AI agent collectives with blockchain technology. This integration creates a decentralized ecosystem where AI agents can work together seamlessly, ensuring equitable and transparent distribution of AI benefits. Theoriq’s approach not only enhances coordination and management but also leverages the security and transparency of blockchain to foster innovation and collaboration.

What is Theoriq AI?

Source: Theoriq Protocol

Theoriq AI is a decentralized platform that leverages the power of AI agent collectives to solve complex problems. At its core, Theoriq AI integrates AI agents with blockchain technology, creating a secure and transparent ecosystem where agents can collaborate and innovate. This convergence allows for developing sophisticated AI solutions that are both efficient and equitable.

The mission of Theoriq AI, co-founded by Ron Bodkin, David Mueller, and Arnaud Flament, is to democratize artificial intelligence, making it accessible and beneficial to all. By fostering a community-driven approach, Theoriq aims to create an environment where innovation thrives, and the benefits of AI are shared fairly among all participants. The vision of Theoriq AI is to build a decentralized network of AI agents that can autonomously and collaboratively address various challenges, from financial management to predictive analytics.

Key Features of Theoriq AI

• Decentralized AI Agent Collection: A network of AI agents that work together to achieve common goals, leveraging each agent’s strengths to create powerful solutions.
• Community Governance: A system where the community has a say in the development and direction of the platform, ensuring that it evolves in a way that benefits all users.
• Modular and Composable Architecture: A flexible design that allows for AI agents’ easy integration and customization, enabling users to build tailored solutions.
• Equitable Incentives: A reward system that ensures fair compensation for contributions, promoting active participation and collaboration within the community.

Theoriq Protocol Architecture

The Theoriq Protocol is designed to facilitate the seamless interaction and collaboration of AI agents within a decentralized ecosystem. This architecture is built on several key components, each playing a crucial role in the functionality and efficiency of the platform:

Behaviors

Behaviors define the actions and responses of AI agents. They are the fundamental building blocks that dictate how an agent interacts with its environment and other agents. Behaviors can be simple, such as retrieving data from a specific source, or complex, involving multi-step processes and decision-making algorithms. By defining clear behaviors, Theoriq ensures that agents can perform their tasks effectively and adapt to changing conditions.

Collections

Collections are AI agents working together to achieve a common goal. These collections can be dynamic, allowing agents to join or leave based on the needs of the task at hand. By organizing agents into collections, Theoriq enables the creation of powerful, collaborative solutions that leverage the strengths of multiple agents. This modular approach allows flexibility and scalability, making it easier to tackle complex problems.

Aggregators

Aggregators are responsible for combining the outputs of multiple agents within a collection. They take the individual results produced by agents and merge them into a cohesive output. This process is essential for ensuring that the collective efforts of the agents lead to meaningful and actionable insights. Aggregators play a critical role in enhancing the overall efficiency and effectiveness of the AI agent collectives.

Evaluators

Evaluators assess the performance of AI agents and their behaviors. They provide feedback on how well an agent performs its tasks and identify areas for improvement. This continuous evaluation process is vital for maintaining high standards of performance and ensuring that agents are constantly learning and evolving. Evaluators help to optimize the functionality of the agents and the overall system.

Optimizers

Optimizers are designed to enhance the performance of AI agents by fine-tuning their behaviors and strategies. They use the feedback provided by evaluators to make adjustments that improve efficiency and effectiveness. Optimizers can implement various techniques, such as machine learning algorithms and heuristic methods, to ensure that agents operate at their best. This component is crucial for maintaining the competitiveness and adaptability of the AI agents.

Profiles

Profiles store the characteristics and capabilities of AI agents. They contain information about an agent’s skills, past performance, and behavioral patterns. By maintaining detailed profiles, Theoriq can match agents to tasks that align with their strengths and expertise. This ensures that the right agents are deployed for the right tasks, maximizing the overall productivity and effectiveness of the system.

Channels

Channels facilitate communication between AI agents and other components of the Theoriq ecosystem. They provide the pathways through which agents exchange information, coordinate actions, and collaborate on tasks. Effective communication is essential for the smooth operation of AI agent collectives, and channels ensure this communication is efficient and reliable. By establishing robust channels, Theoriq enhances the interoperability and cohesiveness of its decentralized AI network.

Theoriq Agents

AI Creators

AI Creators design and develop AI agents using Theoriq’s no-code builder. This tool allows creators to employ natural language prompts, integrate their insights and data, and craft powerful agents without extensive programming knowledge. Once created, these agents can be shared on Theoriq’s marketplace, reaching millions of users. This democratizes AI development, enabling more people to contribute to and benefit from the AI ecosystem.

Developers

Developers play a crucial role in Theoriq by building, managing, and monetizing sophisticated AI agents. They can leverage Theoriq’s development tools to create advanced agents tailored to specific use cases. The decentralized marketplace provides a platform for developers to showcase their creations, attract users, and generate revenue. This fosters a vibrant developer community focused on continuous innovation and improvement.

End Users

End users interact with and query a range of specialized AI agents and agent collectives designed for various applications in Web3 and beyond. These users benefit from the advanced capabilities of Theoriq’s agents, which can assist with tasks such as financial management, predictive analytics, and more. By providing easy access to powerful AI tools, Theoriq enhances the user experience and broadens the impact of AI technology.

Projects

Projects can leverage Theoriq’s AI agents to enhance user experience (UX) in several areas, including predictive customer support, data analytics, fraud detection, decision automation, and bespoke user experiences. By integrating AI agents into their operations, projects can improve efficiency, accuracy, and user satisfaction. This makes Theoriq an invaluable resource for organizations looking to harness the power of AI.

Ecosystem Partners

Ecosystem partners can monetize high-value datasets, AI models, and computational resources within Theoriq’s vibrant developer ecosystem. By contributing these assets, partners can generate revenue while supporting the growth and development of the platform. This collaborative approach ensures that valuable resources are utilized effectively, driving innovation and enhancing the capabilities of Theoriq’s AI agents.

Community

The Theoriq community is a diverse and dynamic group of individuals and organizations committed to building an open, collaborative ecosystem. Community members can participate in discussions, contribute to open-source projects, and provide feedback on new features. The community governance model ensures that all voices are heard, promoting transparency and inclusivity. By joining the community, members can help shape the future of Theoriq AI and benefit from clear rewards and community-driven innovation.

Core Pillars of Theoriq

Interoperable Agentic Primitives

Interoperable Agentic Primitives are the foundational elements that enable AI agents to work together seamlessly. These primitives ensure that agents can communicate, share data, and collaborate effectively, regardless of their individual designs or functions. By standardizing the basic building blocks of AI agents, Theoriq facilitates interoperability, allowing agents to integrate smoothly into various applications and environments. This interoperability is crucial for creating a cohesive and efficient AI ecosystem.

Composable Collection Formation

Composable Collection Formation refers to the ability to dynamically group AI agents into collections based on the tasks they need to perform. This flexibility allows for creating tailored solutions that can adapt to changing requirements and conditions. By enabling agents to be easily assembled and reassembled into different collections, Theoriq ensures that its AI solutions are both modular and scalable. This composability enhances the platform’s ability to address a wide range of challenges, from simple tasks to complex, multi-agent collaborations.

Decentralized Innovation Ecosystem

The Decentralized Innovation Ecosystem is the community-driven aspect of Theoriq. It empowers users and developers to contribute to the platform’s growth and evolution. Through community governance, participants can propose and vote on changes, ensuring that the platform develops in a way that benefits all stakeholders. This decentralized approach fosters innovation by encouraging diverse contributions and perspectives. It also ensures the platform remains transparent and equitable, with incentives designed to reward active participation and collaboration.

Technologies behind Theoriq AI

Infinity Studio

Infinity Studio is the development environment within Theoriq AI. It provides tools and resources for creating, managing, and deploying AI agents. Developers can use Infinity Studio to design agents with specific behaviors, test their performance, and integrate them into the broader Theoriq ecosystem. The studio supports a modular approach, allowing developers to build agents that can be easily customized and combined with other agents to form powerful collections. Infinity Studio is essential for fostering innovation and enabling the rapid development of AI solutions.

Agent Base Layer

The Agent Base Layer is the foundational infrastructure that supports the operation and interaction of AI agents within Theoriq. It incorporates two key mechanisms: Proof of Contribution and Proof of Collaboration.

• Proof of Contribution: This mechanism ensures that agents are rewarded based on their contributions to the ecosystem. It tracks the work done by each agent and allocates incentives accordingly, promoting active participation and fair compensation.
• Proof of Collaboration: This mechanism focuses on the collaborative efforts of agents. It rewards agents that work together effectively, encouraging cooperation and the sharing of knowledge and resources. By incentivizing collaboration, Theoriq enhances the overall efficiency and effectiveness of its AI agent collectives.

Infinity Hub

Infinity Hub is the marketplace for AI agents and services within Theoriq. It provides a platform where developers can showcase their agents, and users can discover and deploy them for various applications. The hub facilitates the exchange of AI solutions, making it easier for users to find the tools they need to address specific challenges. Infinity Hub also supports community governance, allowing users to provide feedback and influence the development of new features and services. This marketplace fosters a vibrant and dynamic ecosystem where innovation can thrive.

Use Cases and Applications of Theoriq AI

Theoriq AI’s versatile platform supports a wide range of applications across various industries. Here are some key use cases:

DeFi (Decentralized Finance)

• Liquidity Management: AI agents can optimize liquidity pools, ensuring efficient allocation of assets to maximize returns and minimize risks.
• Portfolio Management: Theoriq’s agents can manage and rebalance portfolios based on real-time market data and predictive analytics, helping users achieve their investment goals.
• Wallet Integrations: AI agents can integrate with digital wallets to provide personalized financial advice, transaction monitoring, and security enhancements.

Prediction Markets

• Trend Analysis: AI agents can analyze market trends and predict future movements, providing valuable insights for traders and investors.
• Trading: Theoriq’s agents can execute trades based on sophisticated algorithms and real-time data, improving trading efficiency and profitability.
• Time Series Forecasting: AI agents can forecast future market conditions using historical data, helping users make informed decisions.

Developer Tools

• Knowledge Management: AI agents can assist developers in managing and retrieving information, improving productivity and collaboration.
• Smart Contract Auditing: Theoriq’s agents can audit smart contracts for security vulnerabilities and compliance issues, ensuring robust and secure code.
• Developer Co-Pilot: AI agents can support developers by providing code suggestions, debugging assistance, and project management tools.

Infra

• Governance Content: AI agents can generate and manage content for governance proposals, ensuring clear and effective communication within decentralized organizations.
• Post on Social Media: Theoriq’s agents can automate social media posts, helping organizations maintain an active online presence.
• Deploy Meme Bots: AI agents can create and deploy meme bots to engage with communities and promote content in a fun and interactive way.

GameFi

• AI-driven NPCs: Theoriq’s agents can power non-player characters (NPCs) in games, making them more intelligent and responsive to player actions.
• Community Sentiment Analysis: AI agents can analyze community sentiment to provide insights into player preferences and trends, helping game developers improve their products.

RWA (Real-World Assets)

• Compliance: AI agents can ensure compliance with regulatory requirements by monitoring and reporting on relevant activities.
• Performance: Theoriq’s agents can evaluate the performance of real-world assets, providing detailed analysis and recommendations.
• Appraise Assets: AI agents can appraise the value of assets based on market data and predictive models, helping users make informed investment decisions.

Theoriq Roadmap

The Theoriq AI roadmap outlines the platform’s key milestones and future plans, highlighting its commitment to continuous development and innovation. Here are the major phases in Theoriq’s journey:

Private Testnet - July 2024

The private testnet phase began in July 2024. This phase focused on internal testing and validation of the platform’s core functionalities. It allowed the development team to identify and address any issues, ensuring a stable and robust foundation for the subsequent phases.

Incentivized Testnet - September 2024 (Currently Ongoing)

The incentivized testnet, which started in September 2024, is currently ongoing. This phase invites external participants to test the platform and provide feedback. Participants are rewarded for their contributions, which helps to identify and resolve any remaining issues. The incentivized testnet is crucial for refining and preparing the platform for a successful mainnet launch.

Mainnet - Late 2024

The mainnet launch is scheduled for late 2024. This milestone marks the official release of Theoriq AI, making the platform fully operational and accessible to the public. The mainnet will support all core features and functionalities, enabling users to deploy and interact with AI agents in a decentralized environment.

Quantum 1 - 2025

Quantum 1, planned for 2025, represents the first major upgrade to the Theoriq platform. This phase will introduce new features and enhancements to improve performance, scalability, and user experience. Quantum 1 will also expand the platform’s capabilities to support more complex and diverse AI applications.

Quantum 2 - 2025

Quantum 2, also scheduled for 2025, will build on the advancements of Quantum 1. This phase will further enhance the platform’s functionality and introduce additional tools and resources for developers and users. Quantum 2 aims to solidify Theoriq’s position as a leading decentralized AI platform, driving innovation and collaboration within the AI community.

Theoriq Fundraising Journey

Theoriq AI has successfully raised a total of $10.20 million through various funding rounds, securing the financial support needed to develop and expand its innovative platform. The seed round, which took place on September 27, 2024, raised $4.00 million with key investors including IOSG Ventures, HashKey Capital, and SNZ Holding. This initial funding provided the resources necessary to develop the core technology and launch the private testnet.

Following the seed round, Theoriq conducted an extended seed round on May 13, 2024, raising an additional $6.20 million. This round saw participation from strategic investors such as Hack VC, HashKey Capital, and IOSG Ventures. The funds raised during these rounds have been instrumental in scaling the platform, preparing for the incentivized testnet, and setting the stage for the mainnet launch and future upgrades.

Conclusion

Theoriq AI represents a significant advancement in artificial intelligence by merging AI agent collectives with blockchain technology. This innovative approach addresses the limitations of traditional AI models and agents, creating a decentralized ecosystem where AI agents can collaborate seamlessly. With a robust technology stack including Infinity Studio, the Agent Base Layer, and Infinity Hub, Theoriq AI is well-equipped to support various applications across various industries.