Daniel Barker
@daniel_c_barker
I like to build stuff. http://danielcbarker.substack.com
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One of my favorite habits: If someone I respect recommends a book, I buy it immediately, no questions asked. Now I just need a habit of reading all these books I have lying around.
This book's 200-page prologue, summarizing 12 medical breakthroughs, is excellent: amazon.com/Rise-Fall-Mode….
LLM observability platforms have useful features for tracking usage in terms of tokens and dollars. Self-hosted models are typically treated as zero cost, but that’s not really true. Would be interesting to track, eg inference FLOPS as a proxy for cost. @langfuse
“Reach for the moon; if you fail, you’ll land among the stars”… This cliché ignores the very real possibility of tripping over your own feet as you step out the door.
🔗 Thoughts on Research Impact in AI. Grad students often ask: how do I do research that makes a difference in the current, crowded AI space? This is a blogpost that summarizes my perspective in six guidelines for making research impact via open-source artifacts. Link below.
I feel like a large amount of GDP is locked up because it is difficult for person A to very conveniently pay 5 cents to person B. Current high fixed costs per transaction force each of them to be of high enough amounts, which results in business models with purchase bundles,…
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