Duncan @mcvalor_art
Best performing portfolio on dub copy trading: https://t.co/Z6QAJHT825🦈 madebyai.ai New York, NY Joined November 2021-
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The OG
Banger
Duncan retweeted
The narrative around LLMs is that they got better purely by scaling up pretraining *compute*. In reality, they got better by scaling up pretraining *data*, while compute is only a means to the end of cramming more data into the model. Data is the fundamental bottleneck. You can't…
Duncan retweeted
There are four generations of RL researchers: 1) classic Q: Sutton et al. 2) classic PG: Jan Peters, Sham. PoWER, DAgger, NPG etc. 3) deep RL (2014-2022): David Silver, Sergey Levine, Peter Abbeel, etc. (me) 4) LLM-RL (2022+): Inside the frontier labs.
Happy Monday!
Interesting
Duncan retweeted
I think Sutton is right about basically everything Imitation in animals isn't imitation. It is a goal to imitate, and the *motor actions* are learned without any data. The starling cannot imitate the motor actions, it doesn't see it. It is a goal to imitate
Hot take: they didn’t
Duncan retweeted
Science of RL optimization is likely humanity’s last open scientific problem
Who wants To live Forever
Who wants To live Forever https://t.co/ppRWokQ5Wj
Hot take: perplexity is hufflepuff It’s just RAG in a trenchcoat
Hot take: perplexity is hufflepuff It’s just RAG in a trenchcoat
This
We need agentic environmentalists
Hot take: they won’t
We’re so back?
Duncan retweeted
As a neurosurgeon I care a lot about road safety. By now you’ve probably seen @Waymo’s stunning safety results (like 91% fewer serious crashes). But they didn’t just publish data headlines. They released the raw CSV files and data dictionaries. I did a much deeper analysis. A…
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I’m just a little silhouetto of a man
I’m just a little silhouetto of a man
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