Andreas Stuhlmüller
8 statements across 1 episodes · 5 bullish · 0 bearish · 1 people on the record · first statement Apr 11, 2024 by Andreas Stuhlmüller · said 4 times in 1 episodes since 2024 · across every show →
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2024 4 mentions in 1 episode
Everything said about Andreas Stuhlmüller, oldest first
Apr 11, 2024 positive
Apr 11, 2024
Stuhlmüller: AI orchestration resembles software engineering far more than ML research
“I think a lot of this looks more like traditional software engineering than it does look like machine learning research, and I think the people who are, like, really good at building good abstractions building applications that can kind of survive even if some…”
Apr 11, 2024 neutral
Stuhlmüller: Elicit co-founders wrote a 50-page mutual evaluation document before starting
“We also did a pretty lengthy mutual evaluation process where we had a Google Doc where we had all kinds of questions for each other, and I think it ended up being around 50 pages or so of, like, various, like, questions and back and forth.”
Apr 11, 2024 positive
Stuhlmüller: Agentic search ideally balances parametric memory with retrieved context documents
“I think probably the ideal thing looks a bit more like agent control where the model can issue a query that then is intended to surface documents that substantiate its hunch. So I would, that's maybe a reasonable middle ground between model just telling you an…”
Apr 11, 2024 neutral
Stuhlmüller: AI primitives should be semantic tasks, not granular chain-of-thought
“I think chain of thought is maybe still like kind of one level lower on the abstraction hierarchy than we would think of notebooks. I think we'll probably want to think about more semantic pieces, like a building block is more like A paper search, or an extrac…”
Apr 11, 2024 positive
Stuhlmüller: Separate evaluator models yield better uncertainty estimates than self-evaluation
“I think in some cases we also use the different models for the uncertainty estimates. Yes, then, for the question answering. So, one model would say, here's my chain of thought, here's my answer, and then a different type of model. Let's say the first model is…”
Apr 11, 2024 positive
Stuhlmüller: Notebooks enable debugging and scaling workflows far better than chat
“But the important difference in our minds is with notebooks you can define a process. So in, in data science you can go like, here's like my data analysis process that takes in a CSV and then does some Extraction, and then generates a figure at the end, and yo…”
Apr 11, 2024 bullish
Stuhlmüller: Generalist AI research platforms will be a winner-take-all market
“So I think there will be, at least within research, I think there will be, like, one best platform, more or less for this type of generalist research. I think there may still be, like, some particular tools, like, for genomics, like, particular types of module…”