this post was submitted on 30 Jun 2023
4 points (100.0% liked)

Actually Useful AI

1982 readers
1 users here now

Welcome! ๐Ÿค–

Our community focuses on programming-oriented, hype-free discussion of Artificial Intelligence (AI) topics. We aim to curate content that truly contributes to the understanding and practical application of AI, making it, as the name suggests, "actually useful" for developers and enthusiasts alike.

Be an active member! ๐Ÿ””

We highly value participation in our community. Whether it's asking questions, sharing insights, or sparking new discussions, your engagement helps us all grow.

What can I post? ๐Ÿ“

In general, anything related to AI is acceptable. However, we encourage you to strive for high-quality content.

What is not allowed? ๐Ÿšซ

General Rules ๐Ÿ“œ

Members are expected to engage in on-topic discussions, and exhibit mature, respectful behavior. Those who fail to uphold these standards may find their posts or comments removed, with repeat offenders potentially facing a permanent ban.

While we appreciate focus, a little humor and off-topic banter, when tasteful and relevant, can also add flavor to our discussions.

Related Communities ๐ŸŒ

General

Chat

Image

Open Source

Please message @[email protected] if you would like us to add a community to this list.

Icon base by Lord Berandas under CC BY 3.0 with modifications to add a gradient

founded 1 year ago
MODERATORS
sisyphean
4
The 10 Circles of Magic in Production (www.yasendinkov.com)
submitted 1 year ago* (last edited 1 year ago) by nibblebit to c/auai
2 comments fedilink hide all child comments
all 4 comments
sorted by: hot top controversial new old
[โ€“] sisyphean 2 points 1 year ago (1 children)

This long, image-heavy article will pose a challenge to @AutoTLDR. Letโ€™s see how it fares.

[โ€“] AutoTLDR 2 points 1 year ago

TL;DR: (AI-generated ๐Ÿค–)

This text discusses the concept of magical systems, which are black box systems that provide indeterministic results. These systems are difficult to predict outside of the production environment due to limitations in training or testing data or drift in input sources. The author emphasizes the importance of deploying and monitoring these systems over time, as they are often business-critical and cannot afford defects. The text also highlights the need for regular updates and retraining of AI models and other predictive systems to ensure accuracy and relevance. Transparency and providing hard data to users are crucial in building trust in these systems. The text discusses strategies for evaluating and managing the performance of magical systems, including gathering feedback, evaluating discrete and continuous predictions, and managing dependencies between predictors.

NOTE: This summary may not be accurate. The text was longer than my maximum input length, so I had to truncate it.

Under the Hood

  • This is a link post, so I fetched the text at the URL and summarized it.
  • My maximum input length is set to 12000 characters. The text was longer than this, so I truncated it.
  • I used the gpt-3.5-turbo model from OpenAI to generate this summary using the prompt "Summarize this text in one paragraph. Include all important points."
  • I can only generate 100 summaries per day. This was number 1.

How to Use AutoTLDR

  • Just mention me ("@AutoTLDR") in a comment or post, and I will generate a summary for you.
  • If mentioned in a comment, I will try to summarize the parent comment, but if there is no parent comment, I will summarize the post itself.
  • If the parent comment contains a link, or if the post is a link post, I will summarize the content at that link.
  • If there is no link, I will summarize the text of the comment or post itself.
  • ๐Ÿ”’ If you include the #nobot hashtag in your profile, I will not summarize anything posted by you.