Colorado School of Mines offers expertise on navigating AI in education, while efforts to tame Large Language Models (LLMs) ramp up [1, 2]. Simultaneously, Trustpilot is riding the GenAI wave, potentially monetizing data [3].
AI in Education: Navigating the Landscape
Colorado School of Mines provides expert guidance on using AI in education [1]. Their specialists can discuss how AI, including generative AI, Large Language Models (LLMs) like ChatGPT, Copilot, and Gemini, and conversational AI assistants, can support educational environments [1]. This support spans various applications, from personalized learning to automated grading, but requires careful consideration of ethical implications and pedagogical best practices [1].
Taming Large Language Models (LLMs)
The ongoing expansion and refinement of "guardrails" are essential for LLM development [2]. This is a fundamental part of ensuring reliability, as the system learns where the LLM falls short [2]. By continually adapting to the changing world, the system evolves to become production-ready [2]. This taming process is critical to realizing the widely accepted promise of AI [2].
GenAI Wave and Data Monetization
Trustpilot is leveraging the GenAI wave, potentially benefiting from higher-quality traffic and data monetization opportunities [3]. Data from analytics firm Similarweb indicates that referrals from AI platforms convert at more than double the rate of traditional organic search: 11.4% versus 5.3% [3]. UBS suggests this shift towards higher-quality traffic gives Trustpilot a "net positive mix," even with smaller overall volumes [3]. Management also sees a growing opportunity in data monetization [3]. Further research involved benchmarking large language models for personalized, biomarker-based health intervention recommendations, using custom adjustments of temperature [4]. GPT-4o mini was selected as the final LLM-as-a-Judge for experiments [4].
TL;DR
- Colorado School of Mines offers expertise in navigating the use of AI in education, including generative AI and LLMs [1].
- Refining "guardrails" is essential for taming LLMs and ensuring their reliability in a changing world [2].
- Trustpilot is capitalizing on the GenAI wave, benefiting from higher conversion rates and data monetization opportunities [3].
- Benchmarking LLMs with custom adjustments of temperature occurs for personalized health intervention recommendations [4].