Generative AI & Natural Language Processing (NLP) Archives - PSM AI

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Generative AI & Natural Language Processing (NLP)

Language understanding and generation technologies applied to process safety documents, communications, and interactive AI systems.

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Self-Consistency Improves Chain of Thought Reasoning in Language Models

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Hazard Identification & Risk Analysis

Least-to-Most Prompting Enables Complex Reasoning in Large Language Models

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Process Knowledge Management Process Safety Competency

Fundamentals of Generative AI – Concepts and Terminology

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Generative AI & Natural Language Processing (NLP)Definitions and Glossary Large Language Models & Foundation Models Overview, Definitions, and Scope Prompt Engineering Retrieval-Augmented Generation (RAG) & Enterprise Search

RISK-BASED PROCESS SAFETY ELEMENTS

Process Knowledge Management Hazard Identification & Risk Analysis Management of Change

Large Language Models are Zero-Shot Reasoners

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Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Hazard Identification & Risk Analysis Process Knowledge Management Understanding Hazards and Risk

Knowledge acquisition from chemical accident databases using an ontology-based method and natural language processing

CATEGORIES

Document Analysis & Knowledge Extraction Generative AI & Natural Language Processing (NLP)

RISK-BASED PROCESS SAFETY ELEMENTS

Incident Investigation Learn from Experience Process Knowledge Management Understanding Hazards and Risk

Can Large Language Models Automate the HAZOP Process without Human Intervention?

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Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Hazard Identification & Risk Analysis Learn from Experience Measurement & Metrics Understanding Hazards and Risk

Analysis of the AI Prompt Used to Improve Safety Management System Accessibility

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Hazard Identification & Risk Analysis Learn from Experience Measurement & Metrics Understanding Hazards and Risk

Chain of Thought Monitorability: A New and Fragile Opportunity for AI Safety

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Commit to Safety Process Knowledge Management Process Safety Competency Understanding Hazards and Risk

Chemical process safety domain knowledge graph-enhanced LLM for efficient emergency response decision support

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Asset Integrity & Reliability Hazard Identification & Risk Analysis Manage Risk Understanding Hazards and Risk

AI-driven FMEA: Integration of Large Language Models for Faster and More Accurate Risk Analysis

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Hazard Identification & Risk Analysis Manage Risk Management of Change Understanding Hazards and Risk

Leveraging Prompt Engineering in Large Language Models for Accelerating Chemical Research

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Hazard Identification & Risk Analysis Process Knowledge Management Understanding Hazards and Risk

Safety analysis in the era of large language models: A case study of STPA using ChatGPT

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Learn from Experience Measurement & Metrics Process Knowledge Management Understanding Hazards and Risk

Clever Hans in the Loop? A Critical Examination of ChatGPT in a Human-in-the-Loop Framework for Machinery Functional Safety Risk Analysis

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Hazard Identification & Risk Analysis Learn from Experience Measurement & Metrics Understanding Hazards and Risk

Enhancing structured data generation with GPT-4o: evaluating prompt efficiency across prompt styles

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Learn from Experience Measurement & Metrics Process Knowledge Management Understanding Hazards and Risk

Integrating Knowledge Graph and Large Language Model for Safety Management Regulatory Texts

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Commit to Safety Process Knowledge Management Process Safety Competency Understanding Hazards and Risk

Prompt Patterns for Structured Data Extraction from Unstructured Text

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Hazard Identification & Risk Analysis Process Knowledge Management Understanding Hazards and Risk

GenAI in the classroom: Customized GPT roleplay for process safety education

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Hazard Identification & Risk Analysis Learn from Experience Measurement & Metrics Understanding Hazards and Risk

Generative AI Copilot to Support Safety Analyses of Human–Robot Collaborations: Hazard Operability Analysis and GPT-4

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Asset Integrity & Reliability Hazard Identification & Risk Analysis Manage Risk Understanding Hazards and Risk

Welcome Your New AI Teammate: On Safety Analysis by Leashing Large Language Models

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Learn from Experience Measurement & Metrics Process Knowledge Management Understanding Hazards and Risk

AI-PSM: Where are we now?

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Hazard Identification & Risk Analysis Learn from Experience Measurement & Metrics Understanding Hazards and Risk

Evaluation of AI-Assisted HAZOP Software Tools

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Hazard Identification & Risk Analysis Process Knowledge Management Understanding Hazards and Risk

Can Large Language Models Assist in Hazard Analysis?

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Hazard Identification & Risk Analysis Process Knowledge Management Understanding Hazards and Risk

A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Commit to Safety Process Knowledge Management Process Safety Competency Understanding Hazards and Risk

ReAct: Synergizing Reasoning and Acting in Language Models

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Commit to Safety Process Knowledge Management Process Safety Competency Understanding Hazards and Risk