“Amazon Web Services, the world’s largest cloud provider, is investing $230 million into AI startups that are seeking to take generative AI applications to the next level.”
“As VP of Quantum Services and Data, Faro is now responsible for utilizing classical AI to streamline and optimize the entire quantum software stack. In a recent Quantum Crosstalk interview, his brained was picked on this burgeoning field.”
“Fans of Ready Player One have reason to be excited after the latest reveal trailer for the Readyverse on social media, bringing the universe of the book and movie to life in what looks to be a groundbreaking piece of software that will allow players to create their own world.”
“An upcoming Planet imaging satellite will be equipped with an artificial intelligence chip from Nvidia, Planet announced Monday. Planet will leverage the Nvidia Jetson edge AI platform for its Pelican-2 satellite set to launch later this year.”
“On Monday at WWDC 2024, Apple unveiled Apple Intelligence, its long-awaited, ecosystem-wide push into generative AI. As earlier rumors suggested, the new feature is called Apple Intelligence (AI, get it?). The company promised the feature will be built with safety at its core, along with highly personalized experiences.”
This isn’t about quantum computing, but I’m attending a virtual barbecue next week and so I thought I would post it. Quantity made: Roughly 1 pint Spiciness: Mild to medium, depending on the peppers you use
Ingredients
12 Hungarian wax peppers
1 1/4 cups of apple cider or white vinegar
4 large cloves of roughly chopped garlic
1 tablespoon of roughly chopped ginger
1 teaspoon of salt
1 teaspoon of brown sugar (optional)
Directions
Strongly consider wearing plastic gloves when handling the peppers. Do not touch your eyes!
Cut off the very top section of each pepper that includes the stem. Cut each pepper in half lengthwise. Remove the inner ribs and seeds if you want to reduce the heat of the final sauce. Cut each piece in half horizontally.
Add the peppers, the vinegar, the salt, and the sugar to a small saucepan for which you have a cover. Bring to a boil, reduce the heat to a low simmer, cover, and cook for 30 minutes. Stir every 10 minutes.
Remove the cover, add the garlic and ginger, and simmer uncovered for 15 minutes longer. The sauce will reduce slightly.
Remove from the heat and cool to room temperature or for at least 20 minutes.
Transfer the cooked mixture to a blender and pulse until liquefied
At this point you can transfer to a 2 cup Mason jar and refrigerate. If you want a thinner sauce, force the sauce through a wire mesh sieve and then bottle.
Refrigerate for at least 12 hours before using.
Notes
In my experience, the sauce.will mellow and become less vinegary and less hot as it sits in the refrigerator over the first 48 hours.
You will get a different sauce if you use different peppers, but you could, for example, substitute jalapeño peppers for one or more of the Hungarian wax peppers.
Hungarian wax peppers vary tremendously in how hot they are. If you try the sauce and it is too hot, re-sample in 48 hours as mentioned above.
Increase the amounts of garlic or ginger if you want those flavors to dominate more.
I’m pleased to announce that the Amazon Kindle version of my quantum computing book Dancing with Qubits is now available!
This book provides a comfortable and conversational introduction to quantum computing. I take you through the mathematics you need at a pace that allows you to understand not just “what” but also “why.” When we get to quantum computing, concepts like superposition and entanglement are shown to be natural ideas building on what we’ve already seen, and then illustrated via gates, circuits, and algorithms.
Throughout the book, I highlight important results, provide questions to answer, and give links to references where you can learn more. This allows the book to be used for self-study or as a textbook.
Important ideas like Quantum Volume are explained to give you a head start for reading more advanced texts and research papers. I provide many references to related content in math, physics, quantum computing, AI, and financial services. Dancing with Qubits concludes with questions for you to think about and ask experts so that you can gauge progress in the field over the next few years.
Features of the Kindle edition
The text will get larger or smaller as you wish and you can change to a font that is comfortable for you to read.
There are links throughout the book to other sections and the references in each chapter.
Many of the references have links to external sources, such as arxiv or Nature for research papers.
The content is in color, if your Kindle device supports it.
You can search for terms throughout the book.
I’ve maximized the number of mathematical expressions that are expressed textually (see below) to improve the reading experience.
The print version of Dancing with Qubits still has the full, rich mathematical formatting, albeit in black and white. In essence, whether you choose the print or Kindle version, the content is consistent and the formatting is the best I know how to produce for each medium.
Technical Notes
Here are a few comments about the production of the Kindle version, in case you are interested.
The original content for Dancing with Qubits is in LaTeX. From that I can produce the black and white print version, a color PDF eBook, and an epub3 file from which the Amazon Kindle and several other MOBI eBook versions are created.
I used make4ht and tex4ht to go from the LaTeX source files to HTML. While very powerful, the documentation is scarce and I spent many hours trying to figure how to make things work and then writing sed and Python scripts to fix things that were not quite right.
I wrote Python scripts to create the various files needed for epub3, such as opf and navigation, and to break the 30,000+ line HTML file into smaller XHTML files. I used tidy several times to format the HTML and XHTML.
The epub3 validators in several free epub3 editing apps either skipped problems entirely or gave false negatives. I found pagina EPUB-Checker to be the best software for validation.
I wanted to maximize the amount of HTML formatting I could use and MathML is not available in a practical sense for all eBook formats. tex4ht produced very inconsistent results. So while I could express $x_2$ as x2 in the text without extra fonts, more two-dimensional objects like matrices had to be represented using images. I created macros to produce the right format based on what kind of document I was trying to produce.
I used tikz/pgf and quantikz for the figures, especially the quantum circuit diagrams. I externalized the figures as JPEG images. It took quite a bit to figure out how to get them to be the right size for the Kindle version.
Some math expressions in the book and chapter tables of contents have weird spacing if they involve subscripts or superscripts. This is an artifact of the Kindle software. This did not happen, for example, when I viewed the book in the Apple Books app.
People often ask me “Where should I get started in order to learn about quantum computing?”. Here are several steps you can take. I work for IBM, so things I link to will often be to the IBM Quantum program. Also, I acknowledge that several of the links and videos toward the beginning involve me, but we’ll get through those quickly.
Watch some introductory videos
If you only watch one video, watch this one from WIRED with Talia Gershon:
This one with me is from early 2019 and discussed the IBM Q System One:
Finally, this video from CNBC with Professor Scott Aaronson of the University of Texas Austin, Martin Reynolds of Gartner, and me brings things up to date in January, 2020. Note that I personally do not support many of the statements about “Quantum Supremacy” (horrible label, supercomputers do have massive amounts of storage, off-by-15-million-percent math error):
Get a book
If you are really just getting started and want to systematically work through the required math at an easy and conversational pace, my book Dancing with Qubits should prepare you for more advanced material and give you a start to reading research papers. (Shameless self-plug.)
Hello Quantum is available for Apple iOS and Android and will teach you the basics of how quantum gates and circuits work.
Build and run circuits with a real quantum computer
Quantum simulators have their place for basic education, experimentation, and debugging. Note, though, that a quantum simulator is to real quantum computer hardware as a TV console flight simulator is to a real plane. If you want a job as a pilot, I would prefer you knew how to fly an actual airplane.
The easiest way to get started without writing code is with the IBM Quantum Composer within the IBM Quantum Experience.
The IBM Quantum Experience has over 200,000 registered users, so you’ll be joining a very large community of beginner, intermediate, and advanced users.
Learn Python
If you are going to write quantum computing code, learn Python. As I write this, the latest version is 3.8. You want Python 3, not Python 2.
Learn Jupyter Notebooks
This is the modern way of developing full documents with interactive code, executions, graphics, videos, and visualizations. It’s used within the IBM Quantum Experience but also many other computational and AI applications. You are mainly interested in how to use it through a browser, not how to run and maintain the console.
Qiskit is the leading open source platform for developing quantum computing code and applications. It’s available on Github and available under the Apache 2,0 license. It’s had over 300,000 downloads but I’m recommending you use it through your browser on the IBM Cloud. As with the Composer, it is available through the IBM Quantum Experience.
Whether you want to download Qiskit or use it online, the easiest way to get get started is to watch the series of videos by Abe Asfaw.
