Irena Cronin is the SVP of product for DADOS Technology, which is making an Apple Vision Pro data analytics and visualization app. She is also the CEO of Infinite Retina, which provides research to help companies develop and implement AI, AR, and other new technologies for their businesses. Before this, she worked for several years as an equity research analyst and gained extensive experience in evaluating both public and private companies.Irena has a joint MBA/MA from the University of Southern California and an MS with distinction in management and systems from New York University. She also graduated with a BA from the University of Pennsylvania, majoring in economics (summa cum laude).

• Table of ContentsLLM ArchitectureHow LLMs Make DecisionsThe Mechanics of Training LLMsAdvanced Training StrategiesFine-Tuning LLMs for Specific ApplicationsTesting and Evaluating LLMsDeploying LLMs in ProductionStrategies for Integrating LLMsOptimization Techniques for PerformanceAdvanced Optimization and EfficiencyLLM Vulnerabilities, Biases, and Legal ImplicationsCase Studies – Business Applications and ROIThe Ecosystem of LLM Tools and FrameworksPreparing for GPT-5 and BeyondConclusion and Looking Forward

Irena Cronin is the SVP of product for DADOS Technology, which is making an Apple Vision Pro data analytics and visualization app. She is also the CEO of Infinite Retina, which provides research to help companies develop and implement AI, AR, and other new technologies for their businesses. Before this, she worked for several years as an equity research analyst and gained extensive experience in evaluating both public and private companies.Irena has a joint MBA/MA from the University of Southern California and an MS with distinction in management and systems from New York University. She also graduated with a BA from the University of Pennsylvania, majoring in economics (summa cum laude).

• Table of ContentsLLM ArchitectureHow LLMs Make DecisionsThe Mechanics of Training LLMsAdvanced Training StrategiesFine-Tuning LLMs for Specific ApplicationsTesting and Evaluating LLMsDeploying LLMs in ProductionStrategies for Integrating LLMsOptimization Techniques for PerformanceAdvanced Optimization and EfficiencyLLM Vulnerabilities, Biases, and Legal ImplicationsCase Studies – Business Applications and ROIThe Ecosystem of LLM Tools and FrameworksPreparing for GPT-5 and BeyondConclusion and Looking Forward

Irena Cronin is the SVP of product for DADOS Technology, which is making an Apple Vision Pro data analytics and visualization app. She is also the CEO of Infinite Retina, which provides research to help companies develop and implement AI, AR, and other new technologies for their businesses. Before this, she worked for several years as an equity research analyst and gained extensive experience in evaluating both public and private companies.Irena has a joint MBA/MA from the University of Southern California and an MS with distinction in management and systems from New York University. She also graduated with a BA from the University of Pennsylvania, majoring in economics (summa cum laude).

• Table of ContentsLLM ArchitectureHow LLMs Make DecisionsThe Mechanics of Training LLMsAdvanced Training StrategiesFine-Tuning LLMs for Specific ApplicationsTesting and Evaluating LLMsDeploying LLMs in ProductionStrategies for Integrating LLMsOptimization Techniques for PerformanceAdvanced Optimization and EfficiencyLLM Vulnerabilities, Biases, and Legal ImplicationsCase Studies – Business Applications and ROIThe Ecosystem of LLM Tools and FrameworksPreparing for GPT-5 and BeyondConclusion and Looking Forward