Episode Notes: https://thedataexchange.media/2023-opportunities-and-trends-data-machine-learning-and-ai/ Our special correspondent and managing editor Jenn Webb organized a mini-panel on themes and trends for 2023, composed of myself and my podcast co-organizer Mikio Braun. Download a copy of the FREE Report we discussed in the episode (2023 Trends Report: Data, Machine Learning, and AI): https://gradientflow.com/2023trendsreport/ **Sections** ↓ Generative AI is one of the hottest areas for startups and startup funding - 00:00:30 Given the role of Large Language Models in Generative AI: tools for understanding, testing, and evaluating large (language) models - 00:08:19 Training AND Maintaining Large Models puts the spotlight on Efficiency AND Sustainability - 00:12:38 Given the large number of potential users of AI & machine learning, there are strong incentives to make ML and AI tools even more accessible to non experts. - 00:20:45 Data management and data processing tools for unstructured data: text, visual data, and speech/audio data - 00:25:44 Renewed interest in streaming; continued investments in data integration and data pipeline tools - 00:31:49 Data Engineers and Data Teams are able to focus more on things like governance and on operational tasks - 00:37:09 AI and Data teams will be caught flat-footed by the coming wave of regulations - 00:40:04 New AI Pegacorns will come from startups that focus on Applications - 00:48:38 Geopolitics and AI - 00:53:18 Security and Privacy - 00:57:10 New tools for building multi-cloud applications and platforms - 01:01:00 With recent changes at Twitter, where will the online [data science / ML / AI / data engineering] communities end up. - 01:05:11
