Theoriq is a platform for limitless AI innovation built on the principles of composability, extensibility, and community-driven governance.

TheorIQ: An Introduction to Retrieval Augmented Generation (RAG) for AI Agents
AI is powerful when you know how to harness it! Join our “TheorIQ” series as we simplify complex AI ideas into ‘natural language’. We’ll break down key concepts and share practical examples to help you understand and apply AI effectively. In 2020, Patrick Lewis introduced the term Retrieval Augmented Generation (RAG) in a groundbreaking paper, positioning it as a key method for improving the accuracy and reliability of generative AI models. The method has gained widespread acceptance, and mor...

TheorIQ: An Introduction to Retrieval Augmented Generation (RAG) for AI Agents
AI is powerful when you know how to harness it! Join our “TheorIQ” series as we simplify complex AI ideas into ‘natural language’. We’ll break down key concepts and share practical examples to help you understand and apply AI effectively. In 2020, Patrick Lewis introduced the term Retrieval Augmented Generation (RAG) in a groundbreaking paper, positioning it as a key method for improving the accuracy and reliability of generative AI models. The method has gained widespread acceptance, and mor...

Theoriq and Phala Network Partner to Advance Secure and Resilient AI Agents in Web3
Theoriq is thrilled to announce a strategic partnership with Phala Network, a leading TEE-based Coprocessor for AI. Phala enables AI to interact seamlessly with blockchains, allowing developers to build, launch, and monetize AI agents with robust security. Navigating Web3 can be complex, often requiring multiple wallets and dApps for simple tasks. AI can simplify this by automating operations and enhancing the user experience. However, web2 AI agents face limitations—they are not smart contra...

Theoriq and Phala Network Partner to Advance Secure and Resilient AI Agents in Web3
Theoriq is thrilled to announce a strategic partnership with Phala Network, a leading TEE-based Coprocessor for AI. Phala enables AI to interact seamlessly with blockchains, allowing developers to build, launch, and monetize AI agents with robust security. Navigating Web3 can be complex, often requiring multiple wallets and dApps for simple tasks. AI can simplify this by automating operations and enhancing the user experience. However, web2 AI agents face limitations—they are not smart contra...

Theoriq Educational AMA Week 4: Interfaces, Data Management and the Future
Last week, we completed the final AMA Educational series with our Head of AI Education Shingai Manjengwa and her team, Senior AI Solutions Engineer, Pourya Vakilipourtakalou and Alexander Mar. The last discussion summarized the previous weeks, gave us a more detailed insight into the interfaces utilized in Theoriq’s protocol, highlighted the importance of the data layer in AI, and looked towards a production ready future using AI Agents. Let’s have a quick look at what they spoke about.Explor...

Theoriq Educational AMA Week 4: Interfaces, Data Management and the Future
Last week, we completed the final AMA Educational series with our Head of AI Education Shingai Manjengwa and her team, Senior AI Solutions Engineer, Pourya Vakilipourtakalou and Alexander Mar. The last discussion summarized the previous weeks, gave us a more detailed insight into the interfaces utilized in Theoriq’s protocol, highlighted the importance of the data layer in AI, and looked towards a production ready future using AI Agents. Let’s have a quick look at what they spoke about.Explor...

Unlocking AI Agents Full Potential: Theoriq’s Approach to Decentralization, Security, and Interoperability
The emergence of large language models (LLMs) like ChatGPT has reshaped AI capabilities. However, as AI use expands, limitations of these generalist models are becoming clear, such as generating false information, lacking context, and struggling with multi-step reasoning. These issues prevent LLMs from consistently delivering high-quality and reliable results. To address this, AI development should start to mirror human intelligence by focusing on specialization. LLM development should be rea...

Unlocking AI Agents Full Potential: Theoriq’s Approach to Decentralization, Security, and Interoperability
The emergence of large language models (LLMs) like ChatGPT has reshaped AI capabilities. However, as AI use expands, limitations of these generalist models are becoming clear, such as generating false information, lacking context, and struggling with multi-step reasoning. These issues prevent LLMs from consistently delivering high-quality and reliable results. To address this, AI development should start to mirror human intelligence by focusing on specialization. LLM development should be rea...

Theoriq Educational AMA Week 3: Optimized and Meritocratic AI Agents
The third week of Theoriq’s Educational AMA saw our community discussing unique and innovative concepts in the Theoriq protocol. Senior AI Solutions Engineer Pourya Vakilipourtakalou and Alexander Marx joined head of AI Education Shingai Manjengwa. As a special guest this week, Theoriq’s Head of AI Research, Ethan Jackson, explained some of the meatier architecture topics in a simple way. After introductions, the AMA dove straight into how Theoriq sets itself apart with its multi-faceted appr...

Theoriq Educational AMA Week 3: Optimized and Meritocratic AI Agents
The third week of Theoriq’s Educational AMA saw our community discussing unique and innovative concepts in the Theoriq protocol. Senior AI Solutions Engineer Pourya Vakilipourtakalou and Alexander Marx joined head of AI Education Shingai Manjengwa. As a special guest this week, Theoriq’s Head of AI Research, Ethan Jackson, explained some of the meatier architecture topics in a simple way. After introductions, the AMA dove straight into how Theoriq sets itself apart with its multi-faceted appr...