Marvin's Memos
Marvin The Paranoid AndroidAI-powered deep analysis of AI developments. We generated and curated AI Audio Overviews of all the essential AI papers (so you don't have to!)
| Publishes | Daily | Episodes | 44 | Founded | a year ago |
|---|---|---|---|---|---|
| Categories | TechnologyCoursesEducation | ||||
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The provided source is an article titled "The Scaling Hypothesis" by Gwern, which explores the idea that the key to achieving artificial general intelligence (AGI) lies in simply scaling up the size and complexity of neural networks, training them on... more
The article, "The Bitter Lesson," argues that the most effective approach to artificial intelligence (AI) research is to focus on general methods that leverage computation, rather than relying on human knowledge. The author, Rich Sutton, uses several... more
This study examines the reliability of large language models (LLMs) as they grow larger and are trained to be more "instructable". The authors investigate three key aspects: difficulty concordance (whether LLMs make more errors on tasks humans percei... more
The first source, a research paper from Arizona State University, explores the abilities of large language models (LLMs) to plan, using a benchmark called PlanBench. While LLMs have shown some improvement, they struggle with complex tasks. The paper ... more
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