Rachel Woods @rachel_l_woods Twitter profile | Pikagi

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Rachel Woods

@rachel_l_woods

23,491

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1,390

Following

346

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4,619

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Ex-Facebook Research Data Scientist. Pushing the envelope of operating businesses with AI (AI Operations). #AIOps

San Francisco / Texas

https://t.co/o5N8eSOuZU

Joined February 2012

Don't wanna be here? Send us removal request.

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

For the past few months, I've become obsessed with the problem of how do you build an AI-powered business AKA - "how do we actually use this stuff" But it honestly started because at the beginning of the year, I did hundreds of AI Advising calls with businesses and while I was

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

I told my husband ChatGPT can write his resident call schedule in <30 minutes. A task that he said normally takes 100+ hours Will report back in hopefully <30 minutes

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

🚨 JUST ANNOUNCED: ChatGPT Plugins 🚨 You'll now be able to: - Browse the internet - Book travel - Buy groceries - Do math + more, as developers can now build and offer plugins for ChatGPT

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

Here's a "being a nerd pays off" story for ya I've made $17K so far selling two AI related domains I bought in October/December with keywords nobody was using at the time I thought I would use them... and bought them for like $12 each ~8000% ROI

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

🚨 Just announced! 🚨 Meet @Adobe Firefly, a generative AI art tool designed to be commercially safe. 🙌 Had fun partnering with them leading up to this launch. Expect to see more cool things from Firefly, coming soon. 👀 #AdobePartner #AdobeFirefly

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

I'm technical. But I've never officially had a job with the title "Engineer". Now with ChatGPT + products like GitHub's Copilot -- I'm building entire projects in weekends. And it's not just me. My sister wasn't "technical" 6 months ago. Now is. Yes, also enabled by ChatGPT.

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

Revisiting approach. I expected GPT4 could do a half-good job giving me code to solve it. Even if it was slow, unoptimized, etc. But it hasn't. And its making me rethink the nuances of "GPT4 as a reasoning engine" Will definitely be writing about this soon.

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

Tons of headlines are declaring a decrease in ChatGPT usage Some even venturing to question if generative AI is a fad I'm spending 80+ hours a week working on this problem. And let me tell you the actual issue -- AI still has a major usability problem. Most people are still

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

The most interesting part of #GoogleIO so far -- Google will be watermarking all AI-generated content going forward And it will remain intact, even if the content is edited

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

Had a really great flight today Sat next to a doctor. We started chatting, hit it off. ~20 minutes in, she asked what I do (more specific than "tech"). To which I awkwardly said, have you heard of ChatGPT? To which she said no 😳 I explained it at a high level, alluding to

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

Runway introduces Gen-2 🪄 "If you can say it, now you can see it" Text-to-video will change content creation. Communication is about to be multi-modal.

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

using ChatGPT to make some test data = underrated

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

GitHub Copilot - still the best $10 you can spend in AI right now.

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

Say goodbye to your weekend. If you're a @zapier fan, they just added @openai whisper. 🔥 Transcribe any file. Send to any ChatGPT prompt. Then do anything.

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

progress 🔥 *me now understanding why this normally takes 100+ hours

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

Needed 24 hours to recover & regroup But WOW was this weekend's #emergencychatgpthackathon impressive 💯 250+ people & 70+ teams all "summoned" to hack on the new @OpenAI ChatGPT API Here were 3 big trends across the demos & other takeaways:

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

What should you use the ChatGPT API for? What are all those settings? How do you get started? Introducing 2.0 of our Cheat Sheet answering just that 🔥 Our first was a huge hit. Updated & expanded for the latest and greatest from @OpenAI 👇

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

Has anyone experienced or studied prompt drift? When prompts were performing well at one point in time, but due to model changes, degrade in performance? Seeing this on one of our projects.

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

AI Twitter would be shocked by how many companies have banned ChatGPT

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

8 months

Every data scientist needs to steal this ChatGPT workflow... - Get analysis done 10x faster (at least) - Make cleaner notebooks without all the work - Really freakin fun Here it is: 1. Upload the files you need analyzed 2. Ask ChatGPT to tell you the names of the columns in

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

pseudo-code is going well. had to bring out the big guns (GPT-4)

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

The more complex this is getting, the more I'm describing prompting as "lets write it with more structure and be super clear, like you're writing instructions for your mom to follow"

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

2 years

My unpopular opinion is that most LLM use cases don’t need a fine tuned model They actually need a semantic search system that adds context to the prompt, or can accomplish their goals with a few shot approach instead Reasons 👇

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

Updates: - GPT4 has really struggled with datetime conversions. had to jump in and fix myself. - Now testing and there's definitely logic flaws (admittedly this is a pretty difficult algorithm, requires backtracking, etc) And 💩

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

Ok learning this schedule is very hard to explain in natural language. Might take more than 30 minutes

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 month

My recommendation to "learn AI" has become much more nuanced after teaching hundreds of people over the past 18 months -- Most people shouldn't - Learn automations - Learn advanced prompting methods - Learn agent orchestration frameworks ALL people should - Learn to think in

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

11 months

I don't know if this is a controversial take But ChatGPT has made coding way more fun

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

There's a resurgence of interest in fine tuning LLMs I've yet to see a successful public use case where fine tuning > prompting. But here's where I see fine tuning *mattering*: First, fine tuning is for teaching an LLM specific tasks or behaviors Not teaching an LLM new

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

Extremely interesting stat shared by @amasad on Moment of Zen Didn't believe it, had to go look myself Yup - Stack overflow's traffic down 11% since ChatGPT launch (from SimilarWeb)

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

I haven’t seen any female founders or CEOs tweeting about fighting someone. Just pointing that out.

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

68 teams are demoing new projects built on the ChatGPT API at the #emergencychatgpthackathon 🤯

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

I'll call it. ChatGPT Plugins are definitely going to be the next big thing.

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

You'll have an AI copilot for everything. Yes, everything. Plan accordingly.

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

we just found a list of 20 more scheduling constraints 😅

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

This is probably my new favorite ChatGPT plugin - goodbye prompt engineering 👋

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

As a former data scientist, it's mindblowing to me how easy it is to create smart workflows that use AI. Even if you have absolutely zero machine learning background. The biggest barrier isn't skill anymore, it's awareness. What's possible. How to get started. What are the

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

Today marks 100 days since ChatGPT launched

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

I believe we are not far from most software writing itself. @sequoia 's newest AI market map 👇

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

✨ Just made my own chatbot in Super easy, no coding required if you want to try yourself🙌 Chat with mine:

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

10 months

We're underestimating how big of a deal "Enterprise ChatGPT" is going to be I talked to 3 people this week, different companies, now using ChatGPT at work They are nearly speechless about how useful it is If you've already had a fairly liberal ChatGPT policy for your

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

now debugging. trying to use GPT for everything. random thought: error messages often suck. but even more clear that they suck when you're asking GPT to debug and fix them

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

It’s hard to not believe LLMs are reasoning engines after playing with AutoGPT. Haven't played with AutoGPT yet? Here's the start of it recommending & buying wine for me:

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

People underestimate how much work good prompt engineering is

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

I want the ability to switch between models within on thread. Let me do all the easy work with GPT-3.5. Then when it's time for the big guns, switch to GPT-4.

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

Yesterday, GPT-4 was announced and it's possible this completely changed the game. Why? It can take in both text and images as prompts. Here are 12 potential GPT-4 use cases to get your mind racing (THREAD) 👇

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

“I think this technology is going to reshape pretty much every software category”

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

I don't care what anyone says. Testing all the new AI tools and plugins is definitely a full time job.

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Rachel Woods

@rachel_l_woods

1 year

brb, pivoting from AI news

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

I’m actually enjoying coding in React right now. ChatGPT is insane.

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

AI Operations (AI Ops) roles are in high demand. My no-BS advice from talking to 200+ businesses so far this year is THIS is what to learn.

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

2 years

Excited to launch @theaiexchange - a curated collection of AI products & use cases. 🚀 New listings added daily 🪄 Get a personalized recommendation with our matching quiz 🕺 Save hours of research, 100% free by myself & @kdowns_22

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

Yes AI can generate content at a huge scale. But it lacks is talent. The touch, the eye, the vibe. I believe a creative with talent will outcompete AI. But a creative with talent that adopts AI also outcompetes the one who doesn’t.

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

What’s your prediction of the killer ChatGPT Plugin we’ll be talking about in 2 weeks?

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

OpenAI has the best transcription AI and most people have no idea it exists. Here's how to use it:

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

The next wave of AI tools *actually* worth using are going to lean on LLM's ability to reason, more than their ability to generate. Especially for tasks where perfect decision-making doesn't matter nearly as much as the speed in which it can be done. That's going to be a

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

People misunderstand the point of using ChatGPT to help with content It's not about never writing anything again It's about having more time to create something worth reading in the first place

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Rachel Woods

@rachel_l_woods

1 year

Wow this really took off. I was doing this to push the bounds of what GPT can actually do for businesses right now. In case you want to read the takeaways/result when I publish on my newsletter: (I send free 2x per week)

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The AI Exchange

All about AI Operations: how to understand and apply AI to your work

news.theaiexchange.com

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

Was just browsing some of our internal data. Literally 1000+ AI tools have launched in the last 2 months

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

Elon has made some VERY interesting moves lately The Tucker Carlson interview was a total softball. There should have been more dots connected... A little recap 👇 Oct '22: Buys Twitter Feb '23: Shuts down free Twitter API Mar '23: Signs pause AI letter & quietly starts his

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

The AI wars continue. Google announces generative AI added to Google Docs, Gmail + the rest of Workspace Timely ahead of Microsoft's Thursday event, which is rumored to cover the 365 Suite. AI is quickly becoming table-stakes for our productivity stack.

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

#emergencychatgpthackathon is under way Still can’t believe this started from a DM to @nonmayorpete 4 days ago. 👀 can’t wait for the demos later!

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

All it's going to take is one product announcement from a well established no code app builder (Bubble, Retool, et al) that says "Text to App is here" For everyone to realize how much software engineering has changed.

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

The most sleeped on comment from the @sama @lexfridman interview? “We are using this model for too much of a database. Than a reasoning engine.” This.

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Sam Altman: OpenAI CEO on GPT-4, ChatGPT, and the Future of AI | Lex...

Sam Altman is the CEO of OpenAI, the company behind GPT-4, ChatGPT, DALL-E, Codex, and many other state-of-the-art AI technologies. Please support this podca...

www.youtube.com

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

Truly insane how quickly Copilot + ChatGPT make you feel like an engineering manager. Just write clear requirements. And do good code reviews.

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

Here's a tip for anyone wanting to be the go-to on AI for their team. Be the person that creates your internal prompt library. Here's how:

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

After spending a big chunk of the weekend playing with all the new ChatGPT plugins, I have a few observations that are shaping what seems to be ahead for the "everything app" (aka ChatGPT) disclaimer, these are WIP thoughts... First: I've found that plugin usage feels more

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

AI will have a profound impact on what it means to create content. And of course we're pushing the envelope. AIxBot debuted in our subscriber slack today ✨ Trained on our knowledge base. Your friendly bot to help you adopt AI in your business.

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

Prompt engineering isn't a job. It's a skillset.

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

this should have gotten a lot more hype. so freakin' useful. nice @natfriedman

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@natfriedman

Nat Friedman

1 year

Our multi-model playground is coming together. Give it a try:

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

Ok ok, going to the dark side. #gpt4

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

AI is coming to every product near you, and fast. This update was intended to be monthly, but the list below is all of the new products launched just since March 1st 🤯 Not including startups, rumors or non-product adoption

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

2 years

If there was just one piece of advice I wish more people got re: learning about wine... Focus on stories and people. Not tasting notes and memorization.

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

🫡 to everyone building with GPT4 this weekend would love to see what you’re shipping!

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

*8000% calculated on the total I spent on domains at the time (lots of ideas) btw - still have some killer domains about... assistants... agents...

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

Fun fact, my sister built this in about a weekend:

@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

AI will have a profound impact on what it means to create content. And of course we're pushing the envelope. AIxBot debuted in our subscriber slack today ✨ Trained on our knowledge base. Your friendly bot to help you adopt AI in your business.

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Rachel Woods

@rachel_l_woods

1 year

@dav_ell yeah had to switch. this is a job for the pros

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Rachel Woods

@rachel_l_woods

1 year

If you're not talking to businesses about their AI adoption all the time, this will probably surprise you: Businesses big and small are concerned about data privacy and IP in an LLM world. And it's probably the #1 thing holding back adoption. More than use cases, clear value,

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

A quick analysis of the new ChatGPT plugins launched 📊 1/ Way more are focused on commercial use cases for businesses or that benefit businesses

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

Unexpected companies on my AI watch list: @HubSpot @Quora @NotionHQ @retool @zapier @Snapchat Who’s on yours?

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

just hit 100k fellow business leaders & professionals thinking about how to use AI for work 🙌 fun day on many dimensions!

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

I recently learned of AI companies that are working on the problem of 'life after death' Basically building persona-based chatbots from someone's life, add a deep faked video clone... And you can now talk to your loved one, long after they're gone.

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Rachel Woods

@rachel_l_woods

1 year

Who are my @zapier AI fans here? Or want to be? Got something fun in the works 👀

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Rachel Woods

@rachel_l_woods

1 year

@melvin_melih They were .com

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Rachel Woods

@rachel_l_woods

1 year

3 clear UX patterns are emerging in text-based AI apps - Copilots - Workflows - Chatbots Going deeper on how to think about which works best for your use case in Tuesday's newsletter.

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

If you're building an AI product... Decide whether you're enabling experts to be more efficient. Or helping novices unlock a new level of expertise. Those are two very different products. Try to do both and you'll probably do neither.

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

What will be the next public “moment” for AI? The next ChatGPT if you will. My bet: actions

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

2 years

The average american drinks 20 bottles of wine per year. They aren't memorizing tasting notes. Or paying attention to AVAs. But they do love a good story. Tell the 🍷 story.

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Rachel Woods

@rachel_l_woods

1 year

Who will build the ChatGPT Plugin for building ChatGPT Plugins …

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Rachel Woods

@rachel_l_woods

1 year

This might be the best domain I've ever purchased.

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Rachel Woods

@rachel_l_woods

9 months

Hot take: people won’t share their best GPTs

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Rachel Woods

@rachel_l_woods

1 year

Last week I used @Adobe Firefly to help me create ad concepts 👇 The ease of use and transparent model training in Firefly really changes the game for commercial use. Like running newsletter ads 😉

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Rachel Woods

@rachel_l_woods

1 year

Zapier is quickly becoming a powerhouse in the AI space. Just watch.

@zapier

Zapier

1 year

We’re excited to add Claude by @AnthropicAI as the newest AI assistant tool integrated with Zapier!

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Rachel Woods

@rachel_l_woods

1 year

If I were crazy, I'd start an AI insurance company right now Not using AI for insurance. Insuring AI.

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Rachel Woods

@rachel_l_woods

1 year

I just made a huge sacrifice for the sake of content creation I deleted all my ChatGPT threads so I can screen record.

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Rachel Woods

@rachel_l_woods

1 year

I'm a little obsessed with the @poe_platform Midjourney Bot. Takes basic prompts and adds the ✨ magic ✨ A little bit on how it works:

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

I've had the same convo 5 times this week. We need more women at AI events @mickeyxfriedman @hackathongoofer and I are starting a mega-list to better syndicate event invites. Sign up if you're a woman in AI. Any city. Non-devs welcome!

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

The small launch before the bigger stuff 👇 We now officially have a home page. Go check us out: (all in prep for some big things coming!!)

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

An internal memo apparently leaked from Google titled "We have no moat, and neither does OpenAI" 🔥 I'll explain what they meant by that:

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

woke up to this 🤗 This was definitely not what I expected when I started a nerdy TikTok account in November talking about startups and AI also if you’re not on TikTok, I post to Instagram now too:

Tweet media one

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@rachel_l_woods

Rachel Woods

@rachel_l_woods

1 year

Not enough people are talking about how e-commerce is about to change. Amazon just hasn't shown their cards yet.

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