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Short-term Hebbian learning can implement transformer-like attention

Hacker News

Transformers are built from so-called attention layers which perform large numbers of comparisons between the vector outputs of the previous layers, allowing information to flow through the network in a more dynamic way than previous designs. This large number of comparisons is computationally expensive and has no known analogue in the brain.

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Cost of a Big Mac at every McDonald’s in the United States

FlowingData

A map, by Pantry & Larder, shows the cost of a Big Mac at each McDonald’s in the United States, as of early 2023. The most expensive Big Mac was in Lee, Massachusetts for $8.09. Then again, when you adjust for cost of living , the two states are right next to each towards the bottom for income, so I guess it makes sense.

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‘Expensive’ Streaming Services Are a Key Reason for Americans to ‘Pirate’

Hacker News

This worked well, so well that more than a dozen other streaming services were launched, all with their own exclusive releases. respondents released this week suggests that expensive streaming subscriptions are an issue there too. This is close to the 35% who indicated that subscription services are too expensive.

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7 Ways Small Businesses Use Data Analytics for Expense Tracking

Smart Data Collective

One of the most important benefits of using big data is with expense tracking. Simultaneously, decreasing income and rising expenses can pose an enormous threat of liquidity crisis for the business. You can maintain records, define income sources, and manage expenses. Big Data is Vital to the Survival of Countless Businesses.

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Monetizing Analytics Features: Why Data Visualizations Will Never Be Enough

Think your customers will pay more for data visualizations in your application? Five years ago they may have. But today, dashboards and visualizations have become table stakes. Discover which features will differentiate your application and maximize the ROI of your embedded analytics. Brought to you by Logi Analytics.

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The surreal life of a professional bridesmaid

Hacker News

When she vented to her roommate, she responded, “They ask you because you’re so good at it, you could be a professional.” You need someone to take control and make sure bridesmaid #4 buys her dress on time and doesn’t show up 3 hours late.” Then again, so did the rest of her life. And then she went to bed. It felt surreal.

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Inverse scaling: Explore things that can go wrong when you increase the size of your language models

Data Science Dojo

In other words, is scaling the model always the most helpful choice given how expensive it is to train the model on such huge amounts of data? There have been different studies that show that increasing the size of the model leads to different challenges altogether.

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New Study: 2018 State of Embedded Analytics Report

Why do some embedded analytics projects succeed while others fail? We surveyed 500+ application teams embedding analytics to find out which analytics features actually move the needle. Read the 6th annual State of Embedded Analytics Report to discover new best practices. Brought to you by Logi Analytics.