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UMG-TikTok dispute over AI hits Swifties

Dataconomy

In a shocking turn of events, Universal Music Group (UMG), the global music powerhouse, has decided to remove its extensive music catalog from TikTok, one of the world’s largest short-form video platforms. The statement accused UMG of prioritizing greed over the interests of artists and songwriters.

AI 103
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Forecasting Carbon Emission Across Continents Research & Data Challenge Review

Ocean Protocol

The key objectives of this data science competition were to analyze the influence of different industry sectors and countries, exercise statistical and machine learning models to derive assumptions, and forecast what the short-term future may look like. Given that CO2 is a major component of GHG emissions, this high correlation is expected.

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Paper Summary #9 - Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training

Shreyansh Singh

If you are interested, you can find it here. Sophia is probably one of the most interesting papers I have read recently and I really liked how well it was written. Checking the performance and scalability of this optimizer for pre-training much larger model sizes would (although expensive) be interesting to see.

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2021 Data/AI Salary Survey

O'Reilly Media

However, 8% of the correspondents reported decreased compensation, and 18% reported no change. A small number of respondents (8%) reported salary decreases, and 18% reported no change. Data and AI professionals are clearly interested in learning—and that learning is self-motivated, not imposed by management.

AI 145
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Emergent Abilities of Large Language Models

AssemblyAI

In addition to these steady quantitative improvements, the scaling process also leads to interesting qualitative behavior. While the fact that LLMs gain these abilities as they scale is remarkable, it is the manner in which they appear that is especially interesting. To illustrate this idea, let's take an example from physics.

AI 145
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Material Master Data 101: Challenges and Solutions

Precisely

There’s often a need to create a mass of records in a short timeframe, and business-as-usual events like a simple ingredient change can affect thousands of records. The company is France’s second-largest pasta and couscous producer, and they went live with SAP in 2001. Interested in a full demo – contact us.

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LLM Fine-Tuning and Model Selection Using Neptune and Transformers

The MLOps Blog

The largest one, GPT2-large, takes up over 3GB when stored on disk. This approach can significantly decrease the memory footprint of a model, which is especially important when deploying large models on devices with limited memory or processing power. All these models were trained to generate English-language text.