Jeff Huber
7 statements across 1 episodes · 4 bullish · 2 bearish · 1 people on the record · first statement Aug 19, 2025 by Jeff Huber · said 8 times in 4 episodes since 2024 · across every show →
On the record as a speaker too: Jeff Huber's record, appearances and statements → this page counts the times other people say the name.
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brought up most by Lance Martin (2), Jo Kristian Bergum (1)
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2025 6 mentions in 3 episodes 2 per episode
2024 2 mentions in 1 episode
Everything said about Jeff Huber, oldest first
Aug 19, 2025 bullish
Huber: Synthetic QA pair generation is underrated for retrieval benchmarking
“So I think generating QA pairs is really important for benchmarking your retrieval system, golden dataset. Frankly, it's also the same dataset that you would use to fine tune in many cases. And so, yeah, there's definitely something like very underrated there.”
Aug 19, 2025 negative
Huber: Silicon Valley treats AGI as a secular religion
“I think AGI is also a religion. It has a problem of evil. We don't have enough intelligence. It has a solution, a deus ex machina. It has the second coming of Christ that AGI, the singularity is going to come. It's going to save humanity because we will now ha…”
Aug 19, 2025 positive
Huber: A couple hundred high-quality labeled examples offer massive ML returns
“Having worked in applied machine learning developer tools now for 10 years, like the returns to a very high quality small label data set are so high. Everybody thinks you have to have like a million examples or whatever. No, actually just like a couple hundred…”
Aug 19, 2025 negative
Huber: Gradient-descent user feedback creates lowest-common-denominator products
“My critique of that would be that if you follow that methodology, you will probably end up building a dating app for middle schoolers, because that just seems to be like the lowest base take of what humans want to some degree.”
Aug 19, 2025 bullish
Aug 19, 2025 positive
Huber: Regex handles 90% of code queries; embeddings add marginal improvement
“My guess is that, like, for code today, it's something like, 90% of queries or 85% of queries can be satisfactorily run with regex. Regex is obviously, like, the dominant pattern used by Google code search, GitHub code search, but you maybe can get, like, 15% …”
Aug 19, 2025
Huber: Pre-Baking Metadata and Chunk Rewriting at Ingestion Simplifies Retrieval
“As much structured information as you can put into your write or your ingestion pipeline, you should. So all of the metadata you can extract, do it at ingestion. All of the chunk rewriting you can do, do it at ingestion. If you really invest in, like, trying t…”