Adam Pearce @adamrpearce
@anthropicai, previously: google brain, @nytgraphics and @bbgvisualdata roadtolarissa.com nyc Joined April 2012-
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Adam Pearce retweeted
Earlier this year, we showed a method to interpret the intermediate steps a model takes to produce an answer. But we were missing a key bit of information: explaining why the model attends to specific concepts. Today, we do just that 🧵
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advent of code solve times roadtolarissa.com/advent-of-code/
it's full of features transformer-circuits.pub/2024/scaling-m…
Adam Pearce retweeted
🧵Can we “ask” an LLM to “translate” its own hidden representations into natural language? We propose 🩺Patchscopes, a new framework for decoding specific information from a representation by “patching” it into a separate inference pass, independently of its original context. 1/9
voronoi diagrams showing the regions plot's pointerX and pointerY select blocks.roadtolarissa.com/1wheel/ecd4050…
Confidently Incorrect Models to Humble Ensembles by @Nithum, @balajiln and Jasper Snoek pair.withgoogle.com/explorables/un…
Most machine learning models are trained by collecting vast amounts of data on a central server. @nicki_mitch and I looked at how federated learning makes it possible to train models without any user's raw data leaving their device. pair.withgoogle.com/explorables/fe…
it's not spider-man's fault: why best picture winners aren't hits anymore roadtolarissa.com/box-office-hit…
Adam Pearce retweeted
Check out our new explorable on machine learning calibration: Machine learning models express their uncertainty as model scores, but through calibration we can transform these scores into probabilities for more effective decision making. pair.withgoogle.com/explorables/un…
Adam Pearce retweeted
I wrote a PAIR Explorable! Come check out how datasets encode worldviews with fun interactive shapes: pair.withgoogle.com/explorables/da…
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