AI lab BINGO

AI lab BINGO Card
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This bingo card has 41 words: Free!, 1. Can we get 99.9% accuracy?, 2. Actually, let’s pivot the entire approach, 3. A meeting could have been an email, 4. Requirements changed… again, 5. Can we make it real-time?, 6. Stakeholder ghosted after week 2, 7. This should be simple, right?, 8. Just add ONE more feature before launch, 9. The business need has… evolved, 10. When will the model be production-ready?, 11. Who left training running ALL weekend?, 12. Server crashed during the live demo, 13. CUDA out of memory, 14. The server is suspiciously slow today, 15. Someone hogged all GPUs, 16. OOM killed at epoch 99 of 100, 17. Forgot to kill my process… sorry team!, 18. SSH connection died mid-experiment, 19. Server rebooted overnight. RIP my results., 20. We need more data, 21. The labels are completely wrong, 22. Who annotated this?!, 23. Dataset has 47 samples. Total., 24. The data is too noisy to use, 25. Extreme class imbalance strikes again, 26. Test data leaked into training set, 27. Ground truth isn’t actually true, 28. Loss went to NaN on step 1, 29. Works perfectly on my machine, 30. Forgot to shuffle the dataset, 31. Wait… which cell did I run last?, 32. Jupyter kernel died mysteriously, 33. Restart kernel, run all, pray, 34. This notebook is 2000 cells long, 35. As per my last email…, 36. “Quick 5-min sync” = 45 minutes, 37. I’ll document this later, 38. Nice pajama top on the call, 39. Pet photobombed the video call and 40. Internet died at demo time.

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