This research paper explores the challenges of evaluating Large Language Model (LLM) outputs and introduces EvalGen, a new interface designed to improve the alignment between LLM-generated evaluations and human preferences. EvalGen uses a mixed-initi... more
Both sources discuss building effective evaluation systems for Large Language Model (LLM) applications. The YouTube transcript details a case study where a real estate AI assistant, initially improved through prompt engineering, plateaued until a com... more
Retrieval-Augmented Generation (RAG) applications, integrating information retrieval with language generation, are examined in this technical document. The paper explores methodologies for improving RAG performance, including iterative refinement and... more
This research paper assesses the current state of AI agent benchmarking, highlighting critical flaws hindering real-world applicability. The authors identify shortcomings in existing benchmarks, including a narrow focus on accuracy without considerin... more
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Apple Podcasts | #136 |
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These podcasts share a similar audience with Epikurious:
1. Huberman Lab
Epikurious launched a year ago and published 15 episodes to date. You can find more information about this podcast including rankings, audience demographics and engagement in our podcast database.
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