4/ Showcasing semantic search on the arXiv dataset, containing 5k scholarly articles. The search results highlight the advantages of semantic search over traditional lexical and fuzzy approaches, especially when searching complex academic content.
RESEARCH
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Shipping products first, analyzing data second approach
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there’s no substitute to shipping something and then looking at the data.
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Content Consumption Patterns in AI Review and Analysis
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Maybe this is because it’s easier to review images and text rather than code and video? You can just scan and pick what you want? Id love to hear your thoughts. My thoughts above are based on the data we’re seeing so far.
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Meta Lattice: New Model Architecture for Enhanced Ads Performance
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Meta Lattice is a new model architecture that improves Meta’s ads systems performance, AI efficiency and enables faster adaptability to the shifting market landscape.
— AI at Meta (@AIatMeta) 2 juin 2023
More on this new work ⬇️Meta Lattice is a new model architecture that improves Meta’s ads systems performance, AI efficiency and enables faster adaptability to the shifting market landscape. More on this new work
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Model Performance Comparison: Falcon Leaderboard Ranking Analysis
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That's probably not the case! Different models perform well at different things, and the harness is an *average* for a reason. But it's notable just how much effort went into highlighting that Falcon topped said leaderboard.
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Leaderboard obsession: Why 0.1 point differences mislead AI evaluation
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Leaderboards are *a thing* in *every industry.* I can tell you as a journalist we all have an obsession with leaderboards. But we'll probably hear a lot more going forward about how Model A beats Model B by 0.1 points in this eval model, so A is obviously obsolete.
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Falcon’s Cultural Impact on Open Source Model Competition
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But Falcon might also have a separate cultural impact crater. It aggressively highlighted that it topped the Hugging Face leaderboard in terms of average performance on the Eleuther AI model eval harness. And we are probably going to see a lot more of that in OSS going forward.
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Falcon Becomes First Permissive Open-Source Model to Beat LLaMA
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Falcon is now the first permissive open-source model to "beat" LLaMA, which is still for research purposes. There's been a lot of buzz around open source models, but we haven't really seen them in prod at the scale of a GPT-4 (which most people I talk to use out of convenience.)
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AVFormer Achieves State-of-the-Art Audiovisual Speech Recognition
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Presenting AVFormer, a simple method for injecting visual information into frozen speech models for zero-shot audiovisual (AV) automatic speech recognition (ASR). Read about how AVFormer achieves state-of-the-art AV-ASR performance and more → https://
goo.gle/3IU40P3 -
Building Human Values into Artificial Intelligence Systems
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How can we build human values into AI?
#AI #AIio #BigData #ML #NLU #Futureofwork @nigelwalsh @pbouillaud @PatrickGunz_CH @pierrepinna @RebekahRadice @Ronald_vanLoon @sbmeunier
@Shirastweet http://
ow.ly/GgVY30svtqf