Weights & Biases 創業者であるLukas Biewaldさんをゲストに、MLOpsプラットフォーム、起業のきっかけ、GPT-4の活用例、多くの従業員の考えを合わせる方法、OKR運用、全社オフサイトイベントなどについて語っていただいたエピソードです。

話したネタ

What is “Weights & Biases” as product?
MLOps Platform
Use "Weights & Biases" for Kaggle
Why did you start “Weights & Biases”? / Motivation?
To make ML in production easier
ML doesn't give you errors; quietly fails
Is there anything to find errors in ML?
How do you think of a hype about generative AI?
GPT-4 for code debugging
Any integration GPT-4 and "Weights & Biases"
WandBot (Report, Discord)
Which way do you use to improve documentation, fine tuning or few shots?
Why "Weights & Biases" boost the business in Japan?
How do you align your idea among employees?
Goal setting and OKR
How long do you spend OKR?
Blameless retrospectives
How do you prioritize things?
Fighting in goal planning
Book: The Five Dysfunctions of a Team: A Leadership Fable, 20th Anniversary Edition
翻訳書籍: あなたのチームは、機能してますか？
How to build trust in company?
A lot of trusts comes from by knowing each other
Slack channel for gratitude
Company-wide of offsite event
Programs of the event
What's the most amazing thing you have learned in management or entrepreneurship?
AI Expo (東京ビッグサイト 1F, 8-36, 5月10-12日)
Linkedin, Weights & Biases

95. Weights & Biases and Organization Management w/ l2k