tl;dr shameless plug for CVPR Clubhouse Panels with Richard Socher, thought leaders from HuggingFace, W&B, Anyscale, Microsoft, Google and more! We’re organizing 2 CVPR panels on the future of datasets and next-gen ML infrastructure. 1. CVPR pre-game: the Future of Datasets Currently, when companies train their ML models, they focus on optimizing their models rather than the actual data. But data sits at the core of a good model. How can we be more data-centric in ML? When: this Friday, June 18th at 12 pm EDT / 9 am PST. Clubhouse link. Guests include: • Olga Russakovsky, ImageNet Challenge co-author, Princeton, • Richard Socher, ImageNet co-creator, CEO You.com, • Jeff Boudier, HuggingFace Chief of Product,  • also Joseph Gonzalez, UC Berkley RiseLab/ Jianing Wei, Google AI/ Siddhartha Sen, Microsoft Research. 2. CVPR Panel: Next-Gen ML Infrastructure For Computer Vision There are few existing solutions for data-centric ML. In this discussion, we explore tooling and infrastructure to get the most out of data When: Monday, June 21st at 3 pm EDT / 12 pm PST. Clubhouse link. Guests include: • Tobi Knaup, CEO & Co-Founder at D2iQ, • Lukas Biewald, CEO at Weights & Biases,  • Waleed Kadous, Head of Engineering at Anyscale, • Glenn Jocher YOLOv5 creator, CEO at Ultralytics, • Tianqi Chen, CTO at OctoML, • also Dillon Erb, CEO at Paperspace/ Josh Tobin, CEO at Gantry / Davit Buniatyan, CEO at Activeloop. You can learn more about the panels here.  See you at CVPR!