1. 강사 : 윤성희 박사 (Erudio Bio, Inc./ VP - AI Technology & Product Strategy)
2. 일시 및 장소 : 6/24(월) 15:00, J311
3. 제목 : LLM & genAI - Technology, Business Application, Market Outlook, and Important Questions
4. Abstract
The contemporary landscape of
artificial intelligence (AI) has undergone a profound transformation, driven by
the emergence and widespread application of large language models (LLMs), with
OpenAI's ChatGPT based on GPT-x models serving as a pivotal catalyst. This
seminar, tailored for university faculty and students, delves into the dynamic
intersection of LLMs and generative AI (genAI), engaging both major industry
players and agile startups in a comprehensive exploration.
The first part of the seminar initiates with a concise overview of LLMs,
followed by a nuanced technical analysis focusing on the attention mechanism, a
linchpin within the Transformer architecture. This examination aims to unveil
the intricacies underlying the training and inference processes of LLMs having
Transformer components, offering valuable insights into their remarkable
capabilities.
Expanding the discourse to genAI, encompassing both technical and business
dimensions, the seminar illustrates how LLMs and genAI collectively herald a
new era. Numerous examples showcase how these technologies stimulate the
creation of innovative applications and transformative business models. The
first part of the seminar culminates with an exploration of current trends in
genAI, providing strategic insights to navigate market dynamics and foster the
development of impactful products.
The second half of the seminar shifts focus to critical non-technical topics
surrounding the rapid progress of AI development. Engaging in meaningful
discussions, we explore the rationale behind pursuing human-level AI, potential
biases, ethical and legal challenges, and the elusive concept of AI
consciousness. The speaker encourages active participation from the audience,
fostering debates on these intriguing topics. The seminar concludes with the
speaker's contemplation on the knowledge, reasoning, and belief systems of AI,
particularly those inherent to LLMs, offering a thought-provoking finale to
this exploration of the frontiers of AI.
5. 주관: 강석주 교수 연구실