At the upcoming Civo Navigate Local Tampa (taking place Tuesday, April 16 at Armature Works), I will be giving a 15-minute lightning talk on RAG — Retrieval-Augmented Generation — and how you can use it to make your AI apps produce better results.
And by “better,” I mean:
Able to use data that’s newer than their last update
Incorporating information that they wouldn’t otherwise have
Using the content of a document that you provide
Able to incorporate data from a database
And yes, there will be Python code, which I’ll run live for your viewing pleasure, explain for your understanding, and give to you for your own use!
My presentation will be one of several that you’ll be able to catch at Civo Navigate Local Tampa, and best of all, you can register for the conference for the low, low, low price of…
Next Tuesday, April 2nd at 6:15 p.m. Central / 7:15 p.m. Eastern / 23:15 UTC, I’ll lead an online introductory session for people who to dive into AI titled AI: How to Jump In Right Away.
My session is part of Austin Forum on Technology and Society’s third annual AI April, a month of presentations, events, and podcasts dedicated to AI capabilities, applications, future impacts, challenges, and more.
My presentation will start with a brief history of AI, as well as the general principles of how “old school” AI works versus “new school” AI…
…but we’ll quickly dive into building Sweater or No, a quick little AI application that tells you if you should wear a sweater, based on your current location. Here’s a screenshot of some of the code we’ll build:
This is a FREE online session, so you don’t have to be in Austin to participate. I’m not in Austin, but Tampa Bay, and you can join in from anywhere!
While perusing OpenAI’s “Careers” page, I noticed that the drop-down menu that lets you filter jobs by department included Corporate Security, and that doesn’t mean cybersecurity, but security of much rougher, tougher, old-fashioned sort.
About the team The Corporate Security (CorpSec) team at OpenAI is dedicated to ensuring the safety and security of our people and facilities. We are committed to maintaining a secure environment that enables our team to focus on advancing artificial intelligence in a responsible manner.
About the role As an Executive Protection Operator, you will play a crucial role in safeguarding the well-being of OpenAI’s executives and key employees. Your responsibilities will encompass providing security support during travel, events, and, when necessary, day-to-day operations. You will need to have proficiency in firearms handling and the legal authority to carry a firearm in the United States. You are a seasoned, collaborative security professional with a deep understanding of executive protection principles and a proven ability to navigate complex, dynamic security situations with discretion and tact.
This position is based in our San Francisco HQ. We use a hybrid work model of 3 days in the office per week, though this role is expected to have a flexible schedule that aligns with the travel and operational needs of the executives you support. We offer relocation assistance to new employees.
In other words: they’re looking for bodyguards.
Clearly the folks at OpenAI — not normally the best at “reading the room” — understand that the “creative destruction” that their products will unleash upon the world over the next few years will make them deeply unpopular in certain circles. It appears that they’re taking precautions (and hey, it might have been a suggestion from ChatGPT!).
My favorite part of the posting is the “desired qualities” list, especially the last item:
You might thrive in this role if you:
Hold a current and valid Law Enforcement Officers Safety Act (LEOSA) card for concealed carry in all 50 states, with 10+ years of related work experience or at least 5 years with an advanced degree.
Maintain the highest level of confidentiality and discretion, with a proven ability to stay composed in urgent and high-pressure situations.
Have experience in executive protection for top-level leaders in diverse environments and have completed recognized Executive Protection and driving courses.
Possess leadership experience coordinating with domestic and international law enforcement, military, intelligence, and corporate partners.
Are trained in tactical medical procedures and have a strong understanding of Google Workspace applications.
That last bullet point might be the first time the qualifications of tactical medical procedures and strong understanding of Google Workspace applications have been combined in a job requirement. Applicants might do well to write this in their cover letter:
I’m a medic in the streets, and a beast on Google Sheets!
No need to credit me with this line.
Are you qualified? Are you willing to take a bullet for Sam Altman or an equally machiavellian AI bro?Apply here.
And because the song from The Bodyguard is now stuck in my head, I’m sticking it in yours, too:
Here’s your daily reminder that large language models don’t actually “understand” the world — at least not in the same way that we do. They’re stochastic parrots.
In exactly one week, I’m going to giving my presentation, You’re Not Too Late to the AI Party at the Civo Navigate North America conference in Austin, Texas!
The talk, which is in a prime time slot — day one (Tuesday, February 20) just after the opening keynote (10:30 a.m.) — is for people who’ve been too busy with their actual work to get into AI and have been feeling increasing amounts of FOMO.
I’ve been spending my suddenly copious amounts of free time polishing this presentation and accompanying demos to a bright sheen. Here’s a sample from my current set of slides:
Tap to view at full size.
In the talk, I’ll cover four reasons why it’s not too late to get into AI, as well as possible ways you can get started.
I’ll also talk about:
AI’s overnight success was 70 years in the making
Are you a centaur or a minotaur, and which one is better?
AI options if you can code, and options if you can’t
AI techbros and “chaos muppets,” and the effect they have on the industry
AI ethics and how badly we need it
This talk won’t be all hand-wavey and descriptions, but will also feature demos of actual working code that you can also download, including:
ELIZA, the original 1964 chatbot, but written in present-day Python.
A basic neural network demo that shows how you implement them — perhaps the one that recognizes handwritten numbers, perhaps something a little more interesting!
“Sweater or no?” — a large language model-powered application that tells you what to wear based on your location, the weather, and the event you’re attending.
Most importantly, the talk will be fun!
I’ll be in Austin for most of next week. If you can attend Civo Navigate, I’d love to see you there! I’ll also be free and out and about in Austin that Thursday (Feb 22) for most of the day — if you’d like to meet up, let me know!
In case you don’t get the reference, it’s a line from the animated version of Invincible, the streaming adaptation of the comic book with the same name. Here’s a clip from the episode where it’s uttered:
So for now, think of us humans as the Viltrumites and AIs as puny humans.
I was talking to one of my old co-workers who works in machine learning for a big tech company awhile back, and when the subject of “AGI” came up, he said something like (and I’m paraphrasing here): “These models require massive infrastructure, enormous amounts of power, and basically the entire Internet as training data. Meanwhile, the human brain learns from the world around it and runs on sandwiches.” I think about that a lot.
