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April 16, 2024

The Privacy Paradox: LLMs and Memorization (4/16)

Despite the uplifting advancements in the field of AI, especially with Large Language Models (LLMs), the memorization problem might make you hesitating yet to use them in your daily lives presumably due to the privacy concerns. Higher Quality, More Memorization, Worse Privacy You must have had several tests as students so far. How did you […]

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April 15, 2024

Financial Fraud Detection: Ultimate Enhancement Possible with Synthetic Data! (4/15)

financial fraud Introduction In today’s digital age, the fight against financial fraud is becoming increasingly complex and sophisticated. As criminals devise new methods to bypass traditional detection systems, the need for advanced solutions has never been more critical. Enter synthetic dataβ€”the game-changer in the realm of fraud prevention. What is Synthetic Data? Synthetic data is […]

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April 12, 2024

The Next Chapter in LLM: Large Multimodal Models Leading the Way (04/12)

A new era is unfolding in the field of artificial intelligence. ChatGPT has now become an integral part of our daily lives, and many companies are diving into technology development with a keen interest in Large Language Models (LLMs). While language models focusing on text have been actively researched until now, recent advancements are expanding […]

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April 11, 2024

How Prompt Tuning Elevates Generative Masterpieces! (4/11)

prompt tuning

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April 9, 2024

Navigating the Creative and Legal Challenges of Generative AI (4/9)

Impact of Generative AI on Creative Industries The rapid advancement of Generative AI technology is both a challenge and an opportunity for creative industries. For instance, in the music industry, the emergence of AI-composed music is becoming increasingly prevalent. AI composition software, such as ‘Amper Music’, allows users to set parameters and generate original music […]

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April 8, 2024

Prompt Engineering: Easiest Yet Strongest Way to Conquer LLMs

Have you heard the saying that English has now become the hottest programming language? You better have. Prompt engineering, the art on how to prompt LLMs better using natural language, has recently emerged as a pivotal skill set. Being a skilled prompt engineer means you’re at the core of current technological tends, giving you a […]

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April 6, 2024

Need a Secret Weapon for LLM Innovation? Synthetic Text Data Unlocks the Door to LLM Revolution (4/7)

Synthetic text data Introduction A Large Language Model (LLM) refers to an AI model capable of understanding and generating human language. Since the emergence of ChatGPT-3.5 at the end of 2022, LLMs have continued to undergo remarkable advancements. Now, LLMs have diversified in their purposes and utilities, reaching a stage where they can be practically […]

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April 4, 2024

Looking for a GPT Tailored to Your Company? : Domain-Specific LLM (04/04)

With the advent of ChatGPT, there has been a surge in interest and active utilization of large language models by a diverse array of individuals. This interest isn’t confined solely to the general populace; companies are increasingly drawn to leveraging generative models to aid in business decision-making and operational processes. There’s a growing trend towards […]

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April 3, 2024

Let’s Enhance Business Efficiency by Sharing Financial Data Easily without privacy concern (4/3)

financial data

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April 2, 2024

Hallucinations in LLMs: One of the Biggest Challenges (4/2)

The evolution of Large Language Models (LLMs) has revolutionized the field of artificial intelligence. These models can use language in human-like ways, such as answering user questions, generating new text, and more. However, a major problem with LLMs is that they can also generate things that are not true through the phenomenon of “Hallucination.” This […]