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📊 Post performance
🔥 Top post: If you'd asked me a year ago, superposition would have been by f · 2M views
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One of the ideas I find most useful from @AnthropicAI's Core Views on AI Safety post (https://t.co/Q9i2ujIbjm) is thinking in terms of a distribution over safety difficulty.
Here's a cartoon picture I like for thinking about it:
I've never had so many "this can't possibly be true, we must have a bug" results in the course of a research project before.
I'd like to take a moment to walk through some of the very strange (and surprisingly beautiful) things we found.
This feels a bit awkward, but since there's been so much debate on whether dating docs are a good idea, here's a quick update on how this has been going, one week later.
Summary: So far, 54 people have reached out to me to ask me on a dat…
Normal online dating seems pretty suboptimal. Recently, I’ve seen several people experiment with public “date me” docs – I think this is a really interesting experiment in alternatives, enabling long-from, earnest dating profiles.
So, I w…
The elegance of ML is the elegance of biology, not the elegance of math or physics.
Simple gradient descent creates mind-boggling structure and behavior, just as evolution creates the awe inspiring complexity of nature.
Five of my close friends will soon be parents. I feel very excited for them. I also feel a bit sad: I really want to have a family myself someday and it feels far away.
We don’t talk very much about men wanting to have children, so I tho…
Turns out we can reverse engineer chunks of neural network and then write out weights by hand that reimplement it. Not sure what higher standard there is for showing we understand something.
An important part of growing as a researcher is developing research taste. But it can be hard to explicitly work on. So I wanted to share some concrete exercises for developing research taste.
(Take my advice with a grain of salt! Note ve…
If we try really hard to understand just the first few layers of a single neural network, how much can we figure out?
💡 Facts
🕵️ Fake follower check
Estimated- Est. 85% real, active audience · Low fake-follower risk.
- Engagement (~1.2× of followers engage each post) is around typical for X.
- Organic base — far more followers than accounts it follows.
- Verified account.
- Established account (16+ years old).
- 0.91% engagement — below the ~2.2% typical for this size.
Heuristic estimate from engagement, follower ratios, account age & growth — a screening signal, not a guarantee.
About
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![Our most recent paper on visualizing neural networks is one of the best thing I've ever done. https://t.co/TqU6UYyqr2
It qualitatively changes the questions we can ask. One basic example:
neuron 426 fired ~= useless
[floppy ear] fired = very interesting!](/img?u=https%3A%2F%2Fpbs.twimg.com%2Ftweet_video_thumb%2FDXobv-dUMAAghtY.jpg)
🔀 Audience overlap
EstimatedEstimated shared audience with similar creators — useful for avoiding overlap (or doubling down) when planning a campaign.
Steve Wembi
18%
Irish Examiner
16%
BTS Chile ⁷
15%
Antfrost
15%
Motilal Oswal
10%
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10%
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