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Building inductive biases into LLMs
Language models are hungry for data—can we initialize their weights in ways that help reduce how much data they need?
Mar 4
•
Sean Trott
8
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Building inductive biases into LLMs
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2
February 2025
Learning across timescales
Knowledge distillation happens in many forms.
Feb 24
•
Sean Trott
2
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Learning across timescales
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On reading the "classics"
The value of academic archaeology
Feb 4
•
Sean Trott
11
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On reading the "classics"
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January 2025
Did cooking make us human?
A review of Richard Wrangham's "Catching Fire: How Cooking Made Us Human".
Jan 18
•
Sean Trott
4
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Did cooking make us human?
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4
The epistemology of lower back pain
Or: trying to learn to stop worrying and love spine neutrality
Jan 9
•
Sean Trott
8
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The epistemology of lower back pain
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15
December 2024
The Counterfactual’s 2024 in review
Wrapping up another year.
Dec 29, 2024
•
Sean Trott
5
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The Counterfactual’s 2024 in review
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Deep Dive: Molmo
Exploring the new multimodal model from AI2.
Dec 12, 2024
•
Sean Trott
4
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Deep Dive: Molmo
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Towards an unambiguous notation for LLMs
Names like "o1-preview" are pretty vague—can we do better?
Dec 2, 2024
•
Sean Trott
and
Pam
5
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Towards an unambiguous notation for LLMs
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6
November 2024
Vision-language models (VLMs), explained (pt. 1)
How do VLMs combine their modalities?
Nov 11, 2024
•
Sean Trott
10
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Vision-language models (VLMs), explained (pt. 1)
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1
LLM-ology: the challenges ahead
Three hard questions for a new paradigm.
Nov 8, 2024
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Sean Trott
9
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LLM-ology: the challenges ahead
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LLM-ology and the external validity problem
Do we need a CERN for LLM-ology?
Nov 3, 2024
•
Sean Trott
6
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LLM-ology and the external validity problem
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October 2024
What if we ran ChatGPT "by hand"?
A thought experiment to probe the boundaries of our intuitions.
Oct 15, 2024
•
Sean Trott
4
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What if we ran ChatGPT "by hand"?
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