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May 29, 2024

RAG: An Innovative Technique for LLM (05/29)

Retrieval Augmented Generation (RAG) is a cutting-edge natural language processing (NLP) technology that combines the strengths of retrieval-based models and generation-based models to enable more accurate and enriched text generation. Developed by OpenAI and Google Research, RAG presents a new paradigm in text generation, driving innovation across various application domains. How RAG Works RAG consists […]

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May 27, 2024

On-device AI: The Bright Shifting Towards the Edge (5/27)

AI has been evolving from computers to smartphones, with each leap bringing us closer to smarter, more efficient technology. “On-device AI” is behind all this evolution. But what exactly is on-device AI, and why is it becoming so important? Understanding On-device AI On-device AI refers to the capability of edge devices like smartphones, smartwatches, and […]

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May 24, 2024

Revolutionizing Game Development: How Synthetic Data is Now Positively Revolutionizing Game Industries! (5/24)

Introduction Game development is a complex process that combines technological innovation and creativity. In recent years, synthetic data has played an important role in this industry, and the synthetic data industry is expected to grow even further. Synthetic data is virtual data generated based on real data. By using synthetic data generation technology, it is […]

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May 23, 2024

Exploring the Advanced Capabilities of Azoo’s Differential Privacy Synthetic Data(5/23)

Differential privacy

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May 22, 2024

How Can AI Agents and Generative AI Revolutionize Workplace Automation? (05/22)

In the field of workplace automation, synergy between generative AI and AI agent can be achieved. For example, businesses utilize AI agent to automate business processes and employ generative AI to automatically generate and manage reports or documents. This not only increases operational efficiency but also saves manpower and time. The scenario where generative AI and AI agents are used together for workplace automation in businesses is as follows

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May 20, 2024

Chain of Thought: A Powerful Technique for Enhancing Problem-Solving (5/20)

In the fields of cognitive science and Artificial Intelligence, the concept of “Chain of Thought” has become a powerful technique for improving problem-solving and creativity. This method involves a structured way of thinking where each step logically follows the previous one, creating a clear line of reasoning. By using this approach, people can break down […]

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May 17, 2024

AI Security: How to Trust AI Models Better (5/17)

As we become more reliant on AI, concerns about AI security increase, especially in today’s data-driven world, where AI models are substantially employed to make predictions that impact everything from individual credit scores to medical diagnoses. In response, two significant countermeasures have been gaining popularity: homomorphic encryption and differential privacy. Homomorphic Encryption: Robust but Complex […]

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May 16, 2024

Safely Handling Legal Data with Vast Amounts of Extremely Sensitive Information (5/16)

1. Introduction Legal data inherently contains highly sensitive information, necessitating robust security and privacy protection measures. To meet these requirements, recent advancements in technology and research have introduced synthetic data as a promising solution. However, since synthetic data is generated by learning from original data, it may still reflect sensitive information. Therefore, applying differential privacy […]

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May 15, 2024

DataXpert: A RAG-Based LLM Offering Outstanding Data Analysis to client


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May 15, 2024

For Large language model surpassing GPT-4(05/14)

In the past two years, if you were to name the most talked-about generative model, many would point to ChatGPT. Initially, its outstanding performance captivated both users and researchers. However, the lack of detailed disclosures limited in-depth analysis. The Rise of Open Source Large Language Models With the advent of open-source LLMs like LLaMA2, BLOOM, […]