šŸ˜ŗ OpenAI's ChatGPT tips

PLUS: Black Mirror IRL

Welcome, humans.

Appleā€™s new headset was all the rage yesterday. It looks dope but gives major Black Mirror vibes. šŸŖž

Hereā€™s whatā€™s going on in the world of AI today:

  • OpenAI released guides on best practices using ChatGPT.

  • Apple leaned into the metaverse, not AI, at its dev conference.

  • Over half of marketers are using AI at work.

  • The Neuron audience is using AI for ~25% of work tasks.

How To Use ChatGPT Better šŸš„

Ahhh, prompt engineering. The sexy skill everyone thinks theyā€™ve mastered. ā€œIā€™m a prompt engineer.ā€ No, you feed info to a chatbot.

Jokes aside, prompt engineering can be quite helpful. Yesterday, OpenAI published a ā€œGPT best practicesā€ guide for enhancing the performance of ChatGPT.

When the inventors of something tell you how to use it, we listen.

The biggest point isĀ the more detailed the prompt, the better the output. This involves:

  • specifying the steps required to complete a task.

  • being very specific with your prompts.

  • providing reference text

  • giving examples.

For more complex assignments, work with ChatGPT to formulate a solution.

Split up multi-step assignments into smaller subtasks and give ChatGPT time to reason through the problem itself.

For instance, when drafting a report using ChatGPT, tackle it section by section versus generating an entire draft that you can revise.

Why it matters: Even though ChatGPT is a robot, treating it like a first-day intern is the most effective way to have it work through assignments. Itā€™s AI and not AGI for a reasonā€¦

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Apple's Dev Conference: Metaverse is In, AI is Out šŸ„½

Doesnā€™t Apple know that AI is in and the metaverse is out?

At their big WWDC conference, Apple's big announcement centered around its new AR headset, ā€œVision Pro,ā€ for a hefty $3,499. You might as well buy 3 ad slots in The Neuron for that!

Notably, AI was mostly missing from the presentation, with zero total mentions. Zero!

To be fair, language models did play a part in some new developments, like an improved autocorrect trained on your typing patterns. They just didnā€™t say ā€œAIā€, opting for phrases like ā€œon-device machine learningā€ instead.

Maybe weā€™re too deep in the AI hole, but the lack of AI stood out in light of Google and Microsoftā€™s ambitious AI announcements!

No hype or no plan?

Either Apple is slow to roll out AI, or itā€™s simply prioritizing what itā€™s good at: hardware. Vision Pro seems like an ā€œall hands on deckā€ type of effort, so we think itā€™s the latter.

We expect a totally Apple move: donā€™t release anything with crazy AI stuff, then come out swinging 9-12 months after weā€™ve stopped talking about them.

Around the Horn šŸ¦„

  • A Salesforce report found that 51% of marketers are using generative AI at work, with the most popular use case being content and copy creation.

  • A top IMF official sees imminent ā€œsubstantial disruptions in labor marketsā€ from generative AI.

  • ETF providers are plowing money into generative AI companies and seeing big inflows in 2023.

  • How to build a ChatGPT + Google Drive app with LangChain and Python.

Treats To Try šŸæ

  • HuggingChat, HuggingFace's fully open-source alternative to ChatGPT, released a web search feature.

  • Reel uses AI to send personalized outreach messages on LinkedIn to boost job application response rates.

  • See how you can use Abu Dhabiā€™s 40B Falcon model for your own applications on Hugging Face.

  • Portaly transforms your website into a link-in-bio landing page with one click.

  • Paragraphica is a camera that uses words instead of a lens.

We curated all the tools you need at work in our ā€œTop Tools For Businessā€!

Tuesday Ticker ā°

Here are the poll results from last week:

This survey probably self-selects, but still: WOW. The % of tasks completed using AI seems to settle around 25-30%, which is consistent with what weā€™ve been hearing.

This weekā€™s poll is for us!

Weā€™ve been sending this poll 5 times a week for 5 months. Is it too much? Too little? Just right? Be sure to comment why!

How many days a week should we publish The Neuron (in its current format)?

Login or Subscribe to participate in polls.

Quick reminder: you can enter our GPT-4 giveaway by referring just one reader to The Neuron (or more, to increase your chances of winning)!

A Cat's Commentary šŸ˜»

That's all we have for today. See you cool cats on Twitter if you're there: @nonmayorpete & @noahedelman02.

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