Prompt Engineering — Theory and Research
Find articles, research reports, white papers, videos, and more related to prompt engineering.
“What is more likely is that gen AI will augment rather than forge new roles. That is, prompt engineering will be a skill — preferred for some, required for others — that employees cultivate.” — VentureBeat
“Sometimes a prompt is essentially a sequence of words, like prompting your computer terminal — a command,” Ballesteros explains. “But ‘prompt’ is also used to refer to soft prompts, a vector; these are also called task-specific embeddings or task embeddings. Task embeddings help models to perform mode switching. For example, a vector that indicates that the text to be generated should be in one language or another is known as a language vector.” — Miguel Ballesteros, a principal applied scientist with Amazon Web Services’ AI Labs.
AI Monks.IO — Ultimate ChatGPT Prompt Guide for 2024
InfoQ — OpenAI Publishes GPT Prompt Engineering Guide
Mailbutler — ChatGPT + AI statistics and trends — (Updated January 2024)
Koray Tugberk — Generative AI Marketing Trends 2024
SHRM Labs — Prompt Engineering for HR
eWeek — The Ultimate Guide to Prompt Engineering
Towards Data Science — Prompt Engineering Could Be the Hottest Programming Language of 2024 — Here’s Why
By far, the best curated list of AI research and resources is found in the blog post AI Cannon by Andreessen Horowitz.
The following is my list of AI articles, research, and resources that is continuously being curated.
The Model That Changes Everything: Alpaca Breakthrough
The PyCoach — OpenAI is Trying to Kill Prompt Engineering With The Latest ChatGPT and DALL-E Updates
2023 Prompt Engineering Conference — The world’s first conference about prompt engineering as a discipline
Gizmodo — Stanford Researchers Take Down Alpaca AI Due to ‘Hallucinations’ and Rising Costs
Generative AI — How AI will Kill the Internet
Harvard Business Review — Improve Your Company’s Use of AI with a Structured Approach to Prompts
AI Index Report — Measuring Trends in Artificial Intelligence
https://www.youtube.com/@PromptEngineeringConf
Interesting Engineering — Alpaca AI: Stanford researchers clone ChatGPT AI for just $600
Politico — AI might have already set the stage for the next tech monopoly
Music Business Worldwide — Focus on harms that have already taken place
AI21 Studio — Prompt Engineering
Anul Agarwal — I am using ChatGPT to animate my characters, in less than 5 minutes.
Amazon — EMNLP: Prompt engineering is the new feature of engineering
Anthropic — Job Listing for Prompt Engineer
Dare to Be Better — xAI PromptIDE Is the Missing AI Prompting Tool We’ve Been Waiting For
Every — Linus Lee is Living with AI
Fireflies.ai — Top Trends to Watch Out for in 2023
FourWeekMBA — Prompt Engineering
Fortune — Why boomers are catching up with AI faster than Gen Zers, according to Microsoft’s modern work lead
“Generative AI, Huang said, is “Closing the technology divide. You don’t have to be a C++ programmer to be successful,” he said. “You just have to be a prompt engineer. And who can’t be a prompt engineer? When my wife talks to me, she’s prompt engineering me. … We all need to learn how to prompt AIs, but that’s no different than learning how to prompt teammates.” — TechRepublic
Visual Capitalist — Which Jobs Will Be Most Impacted by ChatGPT?
TechCrunch — TTT models might be the next frontier in generative AI
Juro — A guide to legal prompt engineering in 2024
CNBC — The valuation reckoning: When AI startup darlings hit stratospheric levels
Decodem.ai — The Future of Prompt Engineering in the AI Economy: Opportunities and Challenges
eWeek- Artificial Intelligence (hub)
Google — Automatic Prompt Engineer
MarkTechPost — Roadmap to Becoming a Prompt Engineer
MarkTechPost — AI Research Case Study from Microsoft Reveals How Medprompt Enhances GPT-4’s Specialist Capabilities in Medicine
Mark Schaefer — ChatGPT Starter Pack: 10 Amazing Prompts to Improve Your Business Now
New Atlas — Glaze tool messes with digital art so AIs can’t steal your style
One Useful Thing — It’s Starting to Get Strange
Keytalk AI — Keytalk AI’s innovative Prompt Engineering Unleashes Generative AI’s Potential, Disrupting Industry Titans
One Useful Thing — Automating Creativity
Jonathan Shriftman — The Building Blocks of Generative AI
Joe Procopio — Um. Hi. This is What Generative AI Is For. It’s For When SaaS Is Dead.
PRDaily — 5 new AI roles for PR pros
ITWire — The future of AI and prompt engineering
Somnath Singh — Bill Gates: People Don’t Realize What’s Coming
The Atlantic — Talking to AI might be the most important job skill of this century
The New Stack — Beyond Prompt Engineering: Governing Prompts and AI Models
Unite AI — From Prompt Engineering to Few-Shot Learning: Enhancing AI Model Responses
Warp News — Chain of Thought prompts yield astonishingly good results
Towards Data Science — 2023 Predictions: What’s Next For AI Research?
UCLA Anderson Review — AI from AI: a Future of Generic and Biased Online Content?
ZDNet — Generative AI can’t find its own errors. Do we need better prompts?
Making Money Using AI
CNBC — Two friends used AI and $185 to start a side hustle — they just sold it for $150,000: ‘It prints money’
Nech Cloud — 3 Interesting AI Side Hustles You Can Start Without Any Money
Banyan Hill — ChatGPT Sparked a New AI Disruption in Education
The future of prompt engineering is likely to be characterized by several key trends and developments. First, we can expect to see a greater emphasis on the development of more sophisticated prompt generation techniques that can create prompts that are more diverse, context-aware, and adaptive. Second, we can expect to see a greater focus on interpretability and explainability, as researchers and practitioners seek to build more trustworthy and reliable AI systems. Finally, we can expect to see a growing awareness of the ethical and social implications of AI, leading to the development of more responsible and transparent AI systems.” — Decodem.ai
Eleuther.ai (blog)
Search Engine Land — An SEO’s guide to ChatGPT prompts
Vellum.ai — Why is Collaborating on Prompt Engineering so Difficult?
Trend Statistics — AI Prompt Engineering Statistics (April 2023)
Prompt Engineering in Education
Generative AI — The Choices We Make in Chatbot-Assisted Writing
Copyright Law
Lexology — Q &A with Louis Tompros
The Next Spotify — How will AI impact Spotify and other music streaming services?
Enrique Dans — How much is data worth in the age of Generative AI?
