Justine Moore Profile picture
Dec 11, 2022 10 tweets 5 min read Read on X
ChatGPT just killed homework, essays, and take-home exams.

Or did it?

How written work might survive in the age of AI 👇
ChatGPT was a shock to the educational system.

Overnight, students could input a prompt or problem and get a solid result across subjects - English, history, CS, even science.

And unsurprisingly, they're using it to do their assignments and exams.

Apps to answer math questions have been around for a while.

But ChatGPT is different - it can do things that previously required human judgment and analysis, like writing full essays or solving complex problem sets.

The result? An "existential crisis" for educators.
What's next? I see three paths forward:

1⃣ Schools adjust assignments to prevent the use of AI.

Take-home work largely disappears. Class time is used for proctored essays, problem sets, and exams.

Homework time is spent learning asynch via video - a "flipped classroom" model.
2⃣ Schools embrace AI.

Students will use AI in real life. Why make them do things the "old fashioned way" at school?

Instead, lessons will incorporate AI - teaching students how to write prompts, analyze outputs, and edit as needed (CC: @emollick).

3⃣ Schools learn to audit AI.

In this case, AI assistance is viewed like plagiarism. Educators learn how to detect it, and have policies in place to downgrade or disqualify assignments.

A "GPT watermark" may already be in the works at OpenAI 👀

Alternatively, a Turnitin.com style tool could be used to predict the likelihood that an assignment was AI-generated.

It could flag:
- Discrepancies between in-class and take-home work
- Heavy use of words/phrases popular with AI tools
- "Unnatural" sentence structure
Today, we're in a state of "AI panic" as parents and educators scramble to address ChatGPT.

FWIW - I think it's not entirely a bad thing. Technological progress is, by nature, disruptive.

Even calculators sparked heavy debate in the 1980s!

onlinelibrary.wiley.com/doi/abs/10.111…
To me, the rise of AI tools presents a question to us all:

Do we maintain the status quo, or use AI as an opportunity to rethink the way we deliver education?

If you're building at the intersection of AI and learning, our team @a16z would love to hear from you 👀
@a16z Quick addition: @omooretweets and I asked our Accelerated 🚀 audience (~30K millennials + Gen Zers) about the most likely outcome here.

The results, and a few more thoughts on the subject ⬇️

readaccelerated.com/p/is-this-the-…

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More from @venturetwins

Apr 12
People are using ChatGPT to turn their pets into humans - and the results are very entertaining Image
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For some reason I can’t stop laughing at this one Image
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It doesn’t seem to know what to do with unusual patterns, like this guy’s Dalmatian Image
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Apr 8
🚨 New @a16z thesis: AI avatars

Generative models are finally good enough to make talking characters with AI.

Combining a voice with a face has unlocked countless use cases - from sales reps for enterprises to consumer animation.

Our market map + insights 👇 Image
@a16z I tested 20+ products to make AI characters.

In case you haven't tried them yourself, I've included some of the outputs below (from @hedra_labs, @getcaptionsapp, and @arcads_ai)

As someone who has been trialing these tools for years, I'm blown away by what we can now create.
@a16z @hedra_labs @getcaptionsapp @arcads_ai Why is this such a hard problem?

Talking face models aren't just generating an image or video. They have to:

1/ understand phoneme-to-viseme mapping (so lips match the sound)
2/ maintain character consistency between frames
3/ generate believable expressions + body movement
Read 16 tweets
Mar 29
People are taking pictures from r/AccidentalRenaissance and turning them into actual Renaissance paintings Image
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Feb 11
🚨 New @a16z thesis: building websites / apps with AI

There's been an explosion of products that help users "vibe code" a web app from text prompts.

We dove deep on these tools - who's using them, how they work, and where they might be headed.

Our market map + insights 👇 Image
@a16z @stuffyokodraws @Mascobot @GEVS94 @kirbyman01 1/ To start: why is there so much buzz?

Thousands of users - from consumers to experienced developers - are sharing what they've made with these tools.

The growth is impressive: @boltdotnew reportedly grew to $20M ARR and @lovable_dev to $10M in 2 months of monetization. Image
2/ How do these products work?

Most use an LLM to generate code based on the prompt, and then run it through middleware logic for things like tracking files and API calls.

The agents then push the code to a browser execution environment that streams the display to the user. Image
Read 18 tweets
Dec 27, 2024
I think I've uncovered the next Turing test for AI video: writing.

I've tried this prompt dozens of times on every model: "man writes 'hi' in chalk on blackboard"

None can do it. Veo 2 (below) gets the closest. It's actually frustrating to watch!
The Sora attempts are quite funny because the characters often look like they're having some kind of existential crisis about their inability to write.

These guys are both going through something...
Hailuo (Minimax) often gets the correct letters and adds some flair to the chalkboard.

But the letters just appear, it still can't "write."
Read 6 tweets
Nov 30, 2024
ChatGPT refuses to say the name “David Mayer,” and no one knows why.

If you try to get it to write the name, the chat immediately ends.

People have attempted all sorts of things - ciphers, riddles, tricks - and nothing works. Image
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One of my favorite attempts is someone changing their own personalization settings to make their name “David Mayer”

Still doesn’t work! Image
Two different cipher attempts Image
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Read 5 tweets

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