January 2023 Summaries

Arize AI has been listed by Gartner for the second consecutive year in their Market Guide for AI Trust, Risk, and Security Management (AI TRiSM). The report highlights the growing need for infrastructure and processes to manage fairness, trust, risk, and security for AI systems. Arize offers an end-to-end ML observability platform that improves model performance and ensures ethical use of AI. Gartner emphasizes the importance of monitoring AI production data for drift, bias, attacks, and mistakes to achieve optimal AI performance and protect organizations from malicious attacks.

InstructGPT was one of the first major applications of reinforcement learning with human feedback to train large language models, it is the precursor to ChatGPT, and its creators are now discussing the future of aligning language models to human intention. The podcast episode features Long Ouyang and Ryan Lowe, scientists at OpenAI who developed InstructGPT, and explores the major ideas behind this breakthrough technology.

The World AI Conference, Data Science Salon Austin, NVIDIA GTC, Data Council, MLconf, KubeCon + CloudNativeCon (Europe), Arize:Observe, CDAO Spring, World Data Summit, NLPML, The Data Science Conference, ODSC Europe, Big Data + Analytics Summit Canada, MLCON, CVPR, Deep Learning World, VentureBeat Transform, ICML, Ai4, INTERSPEECH, Southern Data Science Conference, Coalesce, World Summit AI, Big Data & AI Toronto, TWIMLcon, ODSC EAST, Ray Summit, QCon, MLOps World, AI Dev World, KubeCon + CloudNativeCon (North America), ODSC WEST, Re:Work MLOps Summit, Toronto Machine Learning Summit, NeurIPS, The AI Summit New York, VOICE Summit, and Apply(Conf) are some of the top machine learning and data science conferences in 2023. These events offer a wide range of topics, including AI ethics, deep learning, natural language processing, computer vision, and more. They provide opportunities for networking, hands-on training sessions, workshops, and keynotes from industry leaders and experts. Many of these conferences are focused on practical applications and real-world use cases, making them attractive to professionals looking to learn new skills or stay up-to-date with the latest developments in the field.