Dall-E Mini, the AI-powered text-to-image generator has taken over the internet. With its ability to render nearly anything your meme-loving heart desires, anyone can make their dreams come true.
DALL-E 2, a portmanteau of Salvador Dali, the surrealist and Wall-E, the Pixar robot, was created by OpenAI and is not widely available; it creates far cleaner imagery and was recently used to launch Cosmpolitan’s first AI-generated cover. The art world has been one of the first industries to truly embrace AI.
The open-sourced miniature version is what’s responsible for the memes. Programmer Boris Dayma wants to make AI more accessible; he built the Dall-E Mini program as part of a competition held by Google and an AI community called Hugging Face.
And with great technology, comes great memes. Typing a short phrase into Dall-E Mini will manifest 9 different amalgamations, theoretically shaping into reality the strange images you’ve conjured. Its popularity leads to too much traffic, often resulting in an error that can be fixed by refreshing the page or trying again later.
If you want to be a part of the creation of AI-powered engines, it all starts with code. CodeAcademy explains that Dall-E Mini is a seq2seq model, “typically used in natural language processing (NLP) for things like translation and conversational modeling.” CodeAcademy’s Text Generation course will teach you how to utilize seq2seq, but they also offer opportunities to learn 14+ coding languages at your own pace.
You can choose the Machine Learning Specialist career path if you want to become a Data Scientist who develops these types of programs, but you can also choose courses by language, subject (what is cybersecurity?) or even skill - build a website with HTML, CSS, and more.
CodeAcademy offers many classes for free as well as a free trial; it’s an invaluable resource for giving people of all experience levels the fundamentals they need to build the world they want to see.
As for Dall-E Mini, while some have opted to create beauty, most have opted for memes. Here are some of the internet’s favorites:
no fuck every other dall-e image ive made this one is the best yet pic.twitter.com/iuFNm4UTUM
— bri (@takoyamas) June 10, 2022
There’s no looking back now, not once you’ve seen Pugachu; artificial intelligence is here to stay.
COVID-19 - Part 3: The Inflection Point
The very small window of opportunity to close down the country
By Anthony Lee, MD
Faculty, Harvard Medical School
As we make our way through this pandemic, the large number of cases in the United States has caught our attention and prompted much discussion. In Part 3 of this series, we will delineate the events that have thus far unfolded for the United States.
In Parts 1 and 2 of this series, we plotted cases and deaths on a per 100,000 population basis. In Part 2 we added "The rest of the US" as a location, represented by "US-NYS" to illustrate that outside of New York State, the US is doing relatively well compared to NYS and other parts of the world.
One notices, however, that in Figure 1 for NYC and NYS, a low and flat trajectory is seen from early February and continues until March 16th, when suddenly the trajectory begins to steepen. This is called the inflection point of the curve and will be described in Figure 2.
In Figure 2, locations other than NYC, NYS, and US-NYS (US minus NYS) have been removed. Social distancing began on March 17th. Note that in prior charts, social distancing for the US was lumped with that of the UK. But, after reviewing history, the US actually began social distancing a week earlier. (This has been corrected on subsequent charts.)
Figure 2 presents milestones that show when certain measures were enacted and what the number of cases and deaths were at that time, on a per 100,000 population basis by location. The inflection point represents a small window of opportunity to make a quick decision on mitigation.
Here are the events leading up to and around the inflection point:
2/2/20: Travel ban from China
2/29/20: Travel ban from Iran, Italy, and South Korea
3/11/20: World Health Organization declares COVID-19 a pandemic
3/12/20: Travel ban from Schengen European Countries*
3/14/20: Travel ban from UK and Ireland
3/17/20: Social distancing and restrictions start
3/19/20: Travel restrictions from Japan (not shown in Figure 2)
3/19/20: Increased testing in New York (not shown in Figure 2)
As far as the other locations seen in Figure 1, we can see that Italy continues to decrease in daily new cases, Ireland and Belgium have seen spikes in new cases. Massachusetts and NY continue to see waves of new cases that overall seem to be increasing in magnitude, while the rest of the locations continue on low and flat trajectories.
New York State continues to be the epicenter of the world, with 33% of all US cases and 10% of all cases globally.
Sources of data: Worldometer.com, Spectrum News NY1, Massachusetts Department of Public Health, HSC Public Health Agency
*The Schengen Area is composed of 26 European states that have officially abolished passports and all other types of border control at their mutual borders.
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