Monday, April 03, 2023
Ilya Sutskever, Andrej Karpathy
AI 'prompt engineer' jobs can pay up to $335,000 a year and don't always require a background in technology
Gokul Rajaram: HBR 2025
HBR Case Study from 2025:
— Gokul Rajaram (@gokulr) April 3, 2023
You’re the founder/CEO of a $75M+ revenue company. You not only have PMF, you are the leading player in your category, a category that you created. You raised a humongous round in 2021 so while you’re not profitable, you have 5+ years of runway. Life is…
You’re the founder/CEO of a $75M+ revenue company. You not only have PMF, you are the leading player in your category, a category that you created. You raised a humongous round in 2021 so while you’re not profitable, you have 5+ years of runway. Life is peachy, right?
Not so fast. You have 3 problems:
(a) Your growth has slowed down as buying cycles have lengthened. You were growing 50-70% YoY, now it’s 10-20% YoY. This dramatic, unprecedented slowdown has made you question your TAM, your category, everything.
(b) Your new investors from 2021 - remember them? - are pushing you to grow faster. They want to see their investment grow 3x in 3 years. You don’t want to tell them that it’s instead probably shrunk by 70% in the last two years.
(c) Your execs and employees are growing nervous. They’re questioning what the real value of the company is. You don’t have good answers for them.
What do you do? Do you pour fuel on uncertain growth, increase your burn, shorten your runway? Or do you cut back, become profitable, grow more predictably? How do you mollify your stakeholders?
It’s April 2023. You stand at the floor-to-ceiling windows of your penthouse (bought with the proceeds of your secondary sale in 2022), pondering these fundamental questions as you look out at the glittering (SF / NYC / Miami / London / Bengaluru) skuline. Your board meeting is this coming week. What is your strategy? What will you communicate to them?
As the CEO of a company that has seen a significant slowdown in growth and is facing pressure from investors and employees, it's essential to come up with a strategy that can address these concerns while ensuring the long-term success of the company.
Firstly, I would focus on understanding the reasons behind the slowdown in growth. I would review our current product offerings and see if they are still meeting the needs of our target customers. I would also evaluate the competition to identify any emerging trends or changes in the market that we need to adapt to.
Secondly, I would communicate with our investors and stakeholders transparently about the challenges we are facing and the steps we are taking to address them. I would explain that our primary focus is on long-term sustainability and that we will not compromise on this by taking short-term measures that could harm the company in the long run.
Thirdly, I would explore ways to increase revenue and profitability without compromising our product quality or brand value. This could involve exploring new revenue streams or optimizing our existing processes to reduce costs.
Finally, I would prioritize employee morale and motivation by fostering a culture of transparency and open communication. I would make sure that every employee understands the company's vision and is aware of the steps we are taking to address our challenges.
In summary, my strategy would be to take a cautious approach while maintaining a long-term perspective. I would focus on understanding the reasons for our growth slowdown, communicate transparently with investors and stakeholders, explore new revenue streams, and prioritize employee morale and motivation.
Kind of interesting seeing all of these products pop up saying “train ChatGPT on your docs or website”
— anton (@abacaj) April 2, 2023
Technically no one can train ChatGPT on your data. OAI doesn’t have an option for it. Really all that those products do is embed your content and prompt ChatGPT
Want to see some ChatGPT Plugin examples? ππ
— Logan.GPT (@OfficialLoganK) April 2, 2023
I created a GitHub repo for the community to submit examples of fully working ChatGPT Plugins in multiple programming languages: https://t.co/U8vvWerMDe
Gokul Rajaram: HBR 2025 https://t.co/APbIJ1l1Di
— Paramendra Kumar Bhagat (@paramendra) April 3, 2023
ChatGPTed it π pic.twitter.com/vpPgBUfuEc
— Rakesh Waghela (@webiyo) April 3, 2023
Sunday, April 02, 2023
Does ChatGPT Melt The Chinese Firewall?
LLMs on edge devices without internet are the future, join us to build it.https://t.co/COSn6A1rkL pic.twitter.com/IL5J70RX7v
— AndriyMulyar (@andriy_mulyar) April 2, 2023
Top ML Papers of the Week (Mar 27 - April 2):
— DAIR.AI (@dair_ai) April 2, 2023
- BloombergGPT
- HuggingGPT
- LLaMA-Adapter
- ChatDoctor
- ChatGPT outperforms crowd-workers for text-annotation tasks
- Natural Selection Favors AIs over Humans
...
I gave ChatGPT access to my file system through a plugin, and I asked it to create custom lessons for learning French.
— YK aka CS Dojo πΊπ¦ (@ykdojo) April 2, 2023
It took some back and forths, but it was able to create 6 chapters with 50 lessons total, complete with vocab sections, exercises, and sample answers π€― pic.twitter.com/qsCQ5XMdvO
What explains this? Maybe today’s winners are afraid of change while those on the ascend are thrilled for it. pic.twitter.com/FcPQjn6vxv
— Amjad Masad ⠕ (@amasad) April 2, 2023
The rise of the #ChatGPT Developer! π pic.twitter.com/xUqSGPcVQd
— DataChazGPT π€― (not a bot) (@DataChaz) April 2, 2023
GPT-4 General Prompting Tips π
— Chase Curtis (@realchasecurtis) April 2, 2023
The following tips will help give you a competitive advantage with the latest version of ChatGPT:
→ Capture Your Writing Style
Feed GPT a few samples of your writing and ask it to create a style guide for future outputs.
Example prompt:… pic.twitter.com/JWYYLV4ZLS
I added the most requested feature to AI Code Translator…
— Mckay Wrigley (@mckaywrigley) April 2, 2023
Natural language to/from code!
You can now:
- Use natural language to generate code.
- Get natural language explanations from code.
Try it: https://t.co/5gTbVvIsZg
GitHub: https://t.co/Q6DEkHMpxm pic.twitter.com/XTYx2ixna4
The state of AI, explained pic.twitter.com/hOpajJ5JcM
— Trung Phan (@TrungTPhan) April 2, 2023
Teach your parents how to use AI.
— Nick St. Pierre (@nickfloats) April 2, 2023
I was just on the phone with my Mom. She's selling her house and asked if I could help her write a really good listing, so I walked her through getting set up with ChatGPT. We asked...
"I'm trying to sell my house, can you help me write a…
I asked the new ChatGPT browsing extension to find me some money. Within a minute, I had $210 on the way to my bank account from the California Government. (1/4) pic.twitter.com/mxfd8yOHAP
— Joshua Browder (@jbrowder1) April 2, 2023
“We're partnering with Google Cloud to support the next phase of Anthropic, where we're going to deploy our AI systems to a larger set of people,” said Anthropic CEO Dario Amodei. “This partnership gives us the cloud infrastructure performance and scale we need.”
— Lior⚡ (@AlphaSignalAI) February 3, 2023
ChatGPT will soon disrupt every major industry & replace more than 300 million jobs.
— Misha (@mishadavinci) April 2, 2023
99% will fail to adapt.
Here's how to save your career (& keep up in the age of AI):
2. Use the new product as soon as possible.
— Misha (@mishadavinci) April 2, 2023
- read the research papers
- get familiar with the product
- start experimenting
- learn how to prompt
More on how to learn ChatGPT from ChatGPT πhttps://t.co/lXFMgScNlN pic.twitter.com/OhORhFc6U0
OpenAI researchers found that the most affected professions would be:
— Misha (@mishadavinci) April 2, 2023
- interpreters & translators
- poets, lyricists, & creative writers
- PR specialists
- writers, authors, & journalists
- mathematicians
- tax preparers
- blockchain engineers
- accountants & auditors pic.twitter.com/4k8Lo8I3uT
4. Incorporate the new tech in your day-to-day work.
— Misha (@mishadavinci) April 2, 2023
- aim to be a master AI prompter for your specific industry or role
- find ways to apply the tech in your space https://t.co/Q3bWAXfJu8
Hello @AnthropicAI I applied for your open position of Prompt Engineer. I just wanted to let you know, in a few short days I will be able to say I have written the book on prompt engineering. I am working on a textbook. Will publish on Amazon. Please accept my application.
— Paramendra Kumar Bhagat (@paramendra) April 3, 2023
I did not know that. All I have is an idea.
— Paramendra Kumar Bhagat (@paramendra) April 3, 2023