Applied GenAI for Scientific Research

In a market flooded with Large Language Models (LLMs) claiming to accelerate scientific research, it's crucial to select the right tool to ensure accuracy and efficiency. This presentation will address the key challenges researchers encounter when utilizing LLMs, including: 1. Integrating domain-specific research information into AI workflows 2. Managing complex and sophisticated research topics 3. Ensuring contextual accuracy in LLM outputs 4. Maintaining a secure AI platform infrastructure to protect sensitive data We will then provide a brief demonstration of Gemini 1.5 Pro, showcasing how its expansive knowledge base, advanced reasoning capabilities, and 2 million token context window can tackle these challenges head-on. Discover how Gemini 1.5 Pro can revolutionize your research process and unlock new avenues for discovery.

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-10-31
DOI
https://doi.org/10.5281/zenodo.15293605
Primary Topic
LGBTQ Health, Identity, and Policy
Type
article
Field-Weighted Citation Impact
0.00
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article

Applied GenAI for Scientific Research

Zenodo (CERN European Organization for Nuclear Research)
LGBTQ Health, Identity, and Policy
article

Applied GenAI for Scientific Research

article en

Abstract

In a market flooded with Large Language Models (LLMs) claiming to accelerate scientific research, it's crucial to select the right tool to ensure accuracy and efficiency. This presentation will address the key challenges researchers encounter when utilizing LLMs, including: 1. Integrating domain-specific research information into AI workflows 2. Managing complex and sophisticated research topics 3. Ensuring contextual accuracy in LLM outputs 4. Maintaining a secure AI platform infrastructure to protect sensitive data We will then provide a brief demonstration of Gemini 1.5 Pro, showcasing how its expansive knowledge base, advanced reasoning capabilities, and 2 million token context window can tackle these challenges head-on. Discover how Gemini 1.5 Pro can revolutionize your research process and unlock new avenues for discovery.

Zenodo (CERN European Organization for Nuclear Research)
Google (United States) (US)
Industry, innovation and infrastructure
Openalex Percentile: Top 51%
LGBTQ Health, Identity, and Policy
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