I know it's pure coincidence and not causal, but it's ironic that productivity began to plateau right after the current wave of AI started getting deployed
@fchollet
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AI is not an alien wave, just computers doing more
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Unlike what you might think from the media coverage, "AI" is not an alien wave of change crashing on the shores of human civilization. It's a bunch of people making computers do more stuff.
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AI as a Medium: Future Capabilities Depend on Human Engineering
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"What will {AI | computers} be able to do in the future?" Well, absolutely anything you can make them do. They're a medium, not a specific technique. And the capabilities of both are 100% dependent on the human engineers that make them do those things.
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AI is too vague a term like computers
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Talking about "AI" in the abstract is a bit like talking about "computers" — it could mean anything.
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Elf-Attention Models and the ORC Challenge
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Can models based on the Elf-Attention mechanism tackle the ORC challenge?
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Keras package rollout plan for KerasTuner, KerasCV, and KerasNLP
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Will roll this out to KerasTuner/KerasCV/KerasNLP in the near future. And eventually to Keras itself. TF and tf.keras already use a similar system, but the `keras` package itself doesn't do it yet (hence why you're supposed to always do `from tensorflow import keras`).
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LLMs: First Major Success in Deep Learning History
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I don't remember word2vec trending on Twitter or being front page news. Or creating a billion dollar market. LLMs are the first big success story in their lineage.
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Human BS Generation: A Social Game Beyond LLM Capability
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It's accurate that humans generate a lot of BS, and superficially that might sound like something you could do with a LLM… but when people do it, it's always as a tool (among others) in a social game that is completely out of reach for non-humans, and likely always will be.
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LLMs Can Only Automate Boilerplate Code Worth Eliminating
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The only kind of "BS" that can genuinely be automated with a LLM is… boilerplate. But here's the thing — boilerplate that can be automated away is also boilerplate that we could do away with altogether.
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Mistaking Surface Similarity for Job Automation
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The same is true of many other jobs where BS generation is at play. You see ChatGPT and think, "Hey ChatGPT can sound just like X. Guess we'll automate Xs next!" — but then you misunderstand what Xs are actually doing. You mistake the cover for the book.