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Domain: engineering.atspotify.com Added: 2025-09-01 Status: βœ“ Success
engineering.atspotify.com
Building Confidence: A Case Study in How to Create Confidence Scores for GenAI Applications TL;DR Getting a response from GenAI is quick and straightforward. But what about the confidence level for th...
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Tips for Setting Expectations in AI Projects
https://towardsdatascience.com/tips-for-setting-expectations-in-ai-projects/
When working with AI projets, uncertainty isn’t just a side effect, it can make or break the entire initiative. Most people impacted by AI projects do...
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Agentic AI: On Evaluations
https://towardsdatascience.com/agentic-ai-evaluation-playbook/
It’s not the most exciting topic, but more and more companies are paying attention. So it’s worth digging into which metrics to track to actually meas...
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Building with Humility
https://www.matroid.com/building-with-humility/
Building with Humility John Goddard | July 31st, 2025 How a product can get it right when machine learning gets it wrong Introduction Silicon Valley i...
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2 Years of ML vs. 1 Month of Prompting
https://www.levs.fyi/blog/2-years-of-ml-vs-1-month-of-prompting/
2 Years of ML vs. 1 Month of Prompting November 7, 2025 Recalls at major automakers cost hundreds of millions of dollars a year. It’s a huge issue. To...
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Extract-0: A specialized language model for document information extraction
https://news.ycombinator.com/item?id=45427634
> the generation of 281,128 augmented examples, from which 1,000 were held out as a benchmark test set. This model is trained on a custom dataset of 2...
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Quan Sun on finishing in second place in Predict Grant Applications
https://medium.com/kaggle-blog/quan-sun-on-finishing-in-second-place-in-predict-grant-applications-3770a0bedaad?source=rss----4b0982ce16a3---4
Quan Sun on finishing in second place in Predict Grant Applications I’m a PhD student of the Machine Learning Group in the University of Waikato, Hami...
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The 4-Step Framework I Use To Build Powerful Machine Learning Ensembles
https://forecastegy.com/posts/the-4-step-framework-to-build-powerful-machine-learning-ensembles/
A lot of people find machine learning ensembles very interesting. This is probably because they offer an β€œeasy” way to improve the performance of mach...
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Max Lin on finishing second in the R Challenge
https://medium.com/kaggle-blog/max-lin-on-finishing-second-in-the-r-challenge-520a7d785beb?source=rss----4b0982ce16a3---4
Max Lin on finishing second in the R Challenge I participated in the R package recommendation engine competition on Kaggle for two reasons. First, I u...
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So you wanna build a local RAG?
https://blog.yakkomajuri.com/blog/local-rag
When we launched Skald, we wanted it to not only be self-hostable, but also for one to be able to run it without sending any data to third-parties. Wi...
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Evaluating LLMs for my personal use case
https://darkcoding.net/software/personal-ai-evals-aug-2025/
Evaluating LLMs for my personal use case Summary It’s great that AI can win maths Olympiads, but that’s not what I’m doing. I mostly ask basic Rust, P...
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