the data below are apples and oranges, because few miles driven by Tesla FSD are without humans in the loop. it’s just not a fair comparison. there are many other problems too (eg which roads, whether conditions, comparing accident rates in much cheaper and lighter cars with
@garymarcus
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ChatGPT versus AlphaFold: Understanding AI Technology Differences
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ChatGPT is not doing any of that, but dream on. But if you can’t distinguish between chatGPT and AlphaFold, you should probably stay out of the conversation.
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Elon Musk challenged on propaganda ethics and agenda-driven messaging
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Hey @Elonmusk
, your guy is saying it is a-ok to make up propaganda. What do you think? All good, as long as it supports your agenda? -

GPT-o1 Struggles with Reverse Tic-Tac-Toe Logic Task
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Great new test (until people train on it): reverse-tic-tac-toe. Computer scientist Russ Abbott tried GPT -o1 on this task, where presumably there is not a lot of training data. The results weren’t pretty.
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Data Center Emissions Six Times Worse Than Reported
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Eek – emissions from data centers are likely > 6x worse than reported – and that’s just the start 1. This is this just for 2022
2. 2023-2024 data are surely worse
3. Just wait for the really really big models that come next -
Domain-Specific AI Training Generalization Limitations
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It’s also a ton of domain specific training that probably wouldn’t generalize all that well. Standing firm on our bet.
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Transparency and Whistleblower Protection in AI Data
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I love transparency! And whistleblower protection! open secrets aren’t data 🙂
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Parameter Size vs Performance in AI Model Graphs
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also, since Kevin Scott didn’t afaik specify what’s plotted in his hypothetical graph, maybe it’s literally just parameter size and not performance lol
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Model Size Transparency Gap in Recent AI Releases
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Do we have firm data on size for all the recent models? not all have been fully forthcoming, as I recall.
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Every AI Model Since GPT-4 Looks Identical
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Update: On this graph, literally every model that has come out since GPT-4 still looks pretty much like … GPT-4.