95. Weights & Biases and Organization Management w/ l2k

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

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