Meet @k0mal_singh
! A Googler raised in India who led the "Reflecting India Study" at Google Research to challenge biases and inspire inclusive media on a global scale: https://
goo.gle/4colGOt. In partnership with @GeenaDavisOrg @IAA__India @USC
RESEARCH
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Google’s Reflecting India Study Challenges Media Bias Inclusivity
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Distillation Unlocks New Applications for Model Optimization
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Okay, distillation is broken. Nvidia's width pruning + distillation shows just how effective distillation is for healing networks. This is unlocking a ton of applications: better quantization, model merging, abliteration, etc. We might finally see some real model editing.
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Diffusion Models Training Data Bias Analysis Explained
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It's a diffusion model. If the initial random noise it started from had a dark blob there, and there's lots of masked Kamala pics in the training data, then adding a mask would make sense.
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Teaching Math Effectively Through Real-World Application Context
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I honestly think that teaching math is way more interesting and effective when the context in which it lives, and the way it can be used, is included. (I understand this is antithetical to most classic views of math teaching, but I hate classic math teaching.)
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Harmonic Analysis: Applications, Teaching, and Real-World Impact
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I understand you think this is a rhetorical question–but it's really not. Why was harmonic analysis developed? How's it used? Consider signal processing in telecoms, medical imaging, data compression, financial… Harmonic analysis is a powerful tool. How is it taught, to who?
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Paper Club Discussion on ReFT Representation Fine Tuning
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thanks to @honicky and @vibhuuuus for another great Paper Club on ReFT: Representation Fine Tuning by @aryaman2020 et al! signups below
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NLP Leads Python Library Usage Across Industries Report
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We looked at the usage of specialized Python libraries by industry & found that #NLP was the most widely-used application.
— Databricks (@databricks) 14 août 2024
Get more insights in our State of Data + AI report, which examines use cases and trends from our 10k global customers. https://t.co/qgK12erMYm pic.twitter.com/fpJIIax3gfWe looked at the usage of specialized Python libraries by industry & found that #NLP was the most widely-used application. Get more insights in our State of Data + AI report, which examines use cases and trends from our 10k global customers. https://
dbricks.co/4dhJBjH -
Caltech AI Researcher Celebrates Birthday with Neural Operator Library Discussion
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Thank you for all the birthday wishes! I had a fabulous birthday with my @Caltech group, with a surprise cake, and discussed how we can make our Neural Operator library even more accessible and capable.
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Salesforce releases DEI AI software engineering agents with 55% resolve rate
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Salesforce releases DEI, an open AI software engineering agents org with a 55% resolve rate on SWE-Bench Lite Discussion:
https://
huggingface.co/papers/2408.07
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… We propose DEI (Diversity Empowered Intelligence), a framework that leverages SWE agents' unique expertise. DEI functions as a