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Allie K. Miller Profile picture
@alliekmiller
Jun 4 • 1 tweets • 1 min read Twitter logo Read on Twitter
Google just dropped a 100% free learning path on Generative AI with 9 Courses 👇

Intro to Gen AI
Intro to LLMs
Intro to Responsible AI
Intro to Image Generation
Encoder-Decoder
Attention Mechanism
Transformers and BERT
Image Captioning
Gen AI Studio

cloudskillsboost.google/paths/118

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More from @alliekmiller

Allie K. Miller Profile picture
Jul 2
Ethan Mollick, Professor at @Wharton, is a brilliant educator on how AI is impacting the classroom.

He breaks down how AI is creating the “Homework Apocalypse” and how to handle each assignment type 👇
ESSAYS:

1. Back to in-class essays: doesn’t take advantage of AI.

2. Keep outside essays, forbid AI: impossible to control.

3. Keep outside essays, require AI: burden is on instructor to QA.

4. Active learning in class: best long-term option, requires structural change.
READINGS:

1. Only test on readings where AI sucked: more instructor leg work, not sustainable.

2. Do not disclose discussion topics until students are in class: might not be as accessible.

3. Use AI as a reading partner: requires experimentation.
Read 5 tweets
Allie K. Miller Profile picture
Jun 13
Elevate your podcast with AI 🎙️

Here are NINE AI podcast tools you should bookmark and test for your next episode.

Let’s dive in 👇
Podcastmarketing.ai: This tool transcribes your podcast and then uses artificial intelligence to distill it into show notes, episode summaries, and more.
Castmagic: This AI-powered technology helps podcasters save time by transforming audio into text prepared for publication, including transcriptions, show notes, summaries, highlights, quotations, social media postings, and more.
Read 10 tweets
Allie K. Miller Profile picture
Jun 13
“But large language models aren’t anything special, they’re just predicting the next token/word 😝”

That is drastically underrepresenting the power, value, and threat of LLMs.
Just because LLMs are predicting the features and probability of the next token/word/phrase does not mean it has no value or is never accurate.
GPT-4 scored 90th percentile on the bar exam…it may or may not “know” law, but that doesn’t mean it can’t get a high score, or, even outside of the exam, partially replace a lawyer’s list of duties.
Read 4 tweets
Allie K. Miller Profile picture
Jun 12
There is going to be an absurd amount of B2B ChatGPT-esque apps in the next 12 months.

Here are just some of my top tips, having worked on both sides of the AI table for 10+ years 👇 Image
Enterprise: Business Strategy 🏢

Prep your procurement teams (6+ months won’t cut it). Start small, maintain trust and transparency with end users. Consider internal-only use cases first (like Morgan Stanley and GPT-4).
Enterprise: Finance 💰

Assume it’s a paid PoC (to anchor, VC-backed startups will aim for min $100k/yr and prefer $250k/yr for production). Keep your CVC team in the loop for potential strategic investments. Budget for ML optimization. Buffer 20-40% in for trial and error.
Read 11 tweets
Allie K. Miller Profile picture
Jun 2
Sam Altman shares future plans and roadmap for OpenAI.

Lots of good nuggets in here, and a few additional comments for my audience 👇

…site-754fwhahs-humanloopml.vercel.app/blog/open_ai_t…
1) Get ready to add your whole business as context for AI.

The context length war is on, sparking innovation.

These models model language and need context/examples, and Anthropic (100k) and OpenAI (32k) are both working on taking us from an article as context to full novels.
2) GPUs are a bottleneck.

Smaller models may gain traction as we await more powerful ones, also giving regulation and usage frameworks time to catch up.

Keep a keen eye on Nvidia, Intel, GCP, AWS, Azure, Cerebras, etc. - the makers and controllers of hardware and compute.
Read 5 tweets
Allie K. Miller Profile picture
Apr 14
If you're only using ChatGPT, you're missing out.

Here is a SUPER simple way to start using OpenAI APIs (with screenshots and everything!) for all of my non-technical followers that want to use more of this tech.
As a marketing manager, you can write 500 Instagram captions at once.

As an analyst, you can auto-generate memos from your insights.

As a researcher, you can quickly summarize thousands of survey responses.

Let's get into it.
Step 1: Check out extensions

Open a new Google Sheet in your browser.

Click on Extensions > Add-ons > Get Add-ons Image
Read 23 tweets

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