#large-language-models-llms

#large-language-models-llms

Understanding Large Language Models (LLMs) importance in shaping the future of technology and various industries.

AI, specifically large-language models (LLMs), can potentially be used to enhance British democracy by summarizing and analyzing public consultations and preparing legal documents.

Traditional evaluation methods are struggling to keep up with increasingly powerful AI systems due to flaws in criteria and narrow tools.

The rapid advancement of AI technology is rendering traditional benchmarks for assessing AI progress obsolete, challenging businesses and public bodies.

Organizations are adopting cell-based architectures for benefits like reduced latency and cost savings.

Innovators prioritize designing systems with user data security as a primary focus over just meeting regulations.

Data plays a significant role in architectural decisions, with complex analytical platforms becoming core components.

AI engineers are addressing issues like lack of access to proprietary data and non-deterministic answers with Large Language Models (LLMs)

Data science teams in 2024 are under pressure to show ROI and mitigate business risks with LLMs