Quotesby GlyphChip Huyen quotes on AI, with sources
Author, AI Engineering · 5 quotes · latest Jan 16, 2025
- The teams with the best products I’ve seen all have human evaluation to supplement their automated evaluation.
- These annotation guidelines can help improve the model’s instructions (if a human has a hard time following the instructions, the model will, too).
- A common complaint is that agents are only good for burning through your API credits. However, if agents can be autonomous, they can save human time, making their costs worthwhile.
- Compound mistakes: an agent often needs to perform multiple steps to accomplish a task, and the overall accuracy decreases as the number of steps increases. If the model’s accuracy is 95% per step, over 10 steps, the accuracy will drop to 60%, and over 100 steps, the accuracy will be only 0.6%.
- Higher stakes: with access to tools, agents are capable of performing more impactful tasks, but any failure could have more severe consequences.
About Chip Huyen
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Topics: Enterprise AI, Agents, Safety