95. Weights & Biases and Organization Management w/ l2k
2023年05月08日
内容紹介
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。
出演者
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