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How Far Has AI Come? – The Rise of Multimodal AI

Keeping up with the rapid pace of AI advancements can be challenging, especially with generative AI at the forefront. Generative AI, familiar to many through tools like ChatGPT, is breaking new ground by processing and generating not just text, but...

December 9, 2024

Tech

Better LLM? Think on Graph! – 2

Let’s begin today’s letter by stepping once again into a colossal library. Surrounded by endless shelves of books, we pose the same question as before: “What are the key trends in the tech industry?” In our previous Tech Letter, we likened Graph RAG to a...

December 6, 2024

Tech

RAG, but Better: Graph RAG – 1

Imagine stepping into a colossal library, its shelves stretching endlessly, filled with books. You ask, “What are the key trends in the tech industry?” Now, picture the librarian not only finding relevant books but also summarizing all the tech-related resources in...

November 21, 2024

Insight

REPOCOD: Can Language Models Replace Programmers?

The assumption that “AI can surpass human capabilities” is no longer surprising. It’s now seen more as a question of when, rather than if. From autonomous driving to programming, AI is quickly catching up to, or even surpassing, human abilities....

November 15, 2024

Insight

LLM Agents: The Potential and Practicalities

With the rise of Large Language Models (LLMs), a new capability has emerged in the AI landscape: LLM agents. Distinct from traditional AI models that respond passively to isolated prompts, LLM agents are designed to function as dynamic, autonomous assistants....

November 11, 2024

Tech

G-EVAL: More-human-like NLG Evaluation

Evaluating quality text in the field of Natural Language Generation (NLG) has always been challenging. Assessing text quality to align with human intuition becomes particularly complex for creative or open-ended tasks. Traditional metrics like BLEU and ROUGE are useful for quantifying performance...

November 7, 2024

Insight

Key NLP Evaluation Metrics

As NLP (Natural Language Processing) models become a part of our daily lives, objectively evaluating their performance is more important than ever. BLEU and ROUGE are two of the most commonly used metrics for evaluating how accurately a model generates,...

November 6, 2024

Insight

Data Governance: For Reliable AI and Business Intelligence

As artificial intelligence (AI) technologies continue to shape modern business, the role of robust data governance has grown essential. Effective data governance ensures the quality, consistency, and security of data, enhancing both the performance and reliability of AI models. Through...

November 5, 2024

Insight

K-Culture LLM: Are AI Models Ready for Cultural Adaptation?

As artificial intelligence rapidly advances, the ability of large language models (LLMs) to adapt to the social and cultural nuances of different countries becomes increasingly essential. The recent KorNAT: LLM Alignment Benchmark for Korean Social Values and Common Knowledge study,...

November 1, 2024

Insight

Animate-X: Bring Whatever(X) to Life

On the 14th, Alibaba Group and its subsidiary Ant Group unveiled Animate-X, a model capable of transforming any image into video. Similar models have emerged in the past, with some even reaching commercial service levels. What unique features does this...

October 31, 2024

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Author: Datumo