Aakash Gupta Profile picture
Apr 24, 2023 11 tweets 5 min read Read on X
#NeRFs are the new big thing in AI.

This ad was produced by a single person: no $1M budget, no drone, no massive film and editing crew.

It's all thanks to NeRFs.

Read on if you want to stay ahead:

Arata Fukoe, a young tech artist in Japan, created the above and below with his GoPro and @LumaLabsAI NeRF technology.

In this thread, we’ll cover:

• What are NeRFs
• LumaLabs Tech
• Impact 1: Advertising
• Impact 2: Gaming
• Impact 3: Film

What Are NeRFs?

NeRFs use deep learning AI to study a picture.

Then they use rendering to create NEW views of the scene.

You can even create 3D representations of an object from 2D images!

This gives you a drone effect without the drone:

LumaLabs Tech

LumaLabsAI allows you to easily render a 3D model from your 2D picture on your iPhone.

Then you can record the video as you pan the scene to create those amazing effects:

Impact 1: Advertising

This type of technology is going to put an end to $1M budgets for TV ads.

A single tech artist will be to put together something TV-worthy.

How amazing would it be to see this ad for a Nerf ball?

Or this ad for McDonald’s?

There could be an entire generation of direct-to-consumer brands that spawn off this technology.

Check the potential for this hair-clipper brand:

Impact 2: Gaming

LumaLabs' tech allows you to export your NeRF 3-D models to game engines like Unreal Engine.

You could go from picture → 3-D model → to Fortnite in a few hours.

This will vastly decrease asset creation time in games.

Impact 3: Film

The implications for films like The Matrix and Mission Impossible are obvious.

But in general, this tech could allow for much cooler angles and shots even for dramas and other types of film:

#NeRFs are set to change the trajectory of the advertising, gaming, and film industries.

If you're still not convinced, just look at this zoom effect 🤯

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More from @aakashg0

Sep 16
16 awesome resources that will get you hired as a Product Manager 👇 Image
Whether you're interviewing at Big Tech or a startup, this list covers what you actually need to stand out - from writing a resume to tackling product strategy questions and behavioral interviews.

1. PM interview preparation tips from Amazon:
🔗 amazon.jobs/content/en/how…
2. Guide to mastering product sense interviews:
🔗 news.aakashg.com/p/master-the-p…
Read 17 tweets
Sep 14
This guy literally shared a step-by-step roadmap to build your first AI agent - and it’s gold. Image
No hype. No jargon. Just a practical, battle-tested path to get from 0 → 1.

👇 Here’s the exact recipe I follow:
1) Pick a tiny problem

❌ Don’t build a “general agent.”
✅ Start with something specific: book a doctor’s appointment, monitor job boards, summarize unread emails. Small + clear = fast wins.
Read 11 tweets
Sep 7
CPO at Microsoft says Prompt Sets are the new PRDs.

Here's what you need to know: Image
Microsoft has a $3.68T market cap. So when their CPO @aparnacd is talking about PRDs, a lot of folks listen. In fact, many of you asked me about it.

So, let's talk about it:

1. What Prompt Sets Are
2. How They Fit In
3. My Thoughts
4. Next Steps
1. What Prompt Sets Are

Prompt Sets are collections of specific examples showing how an AI system should behave.

Instead of writing "the system should be helpful," you write 15-25 actual examples:

• Edge case A → Handle like B
• Bad input C → Reject with message D
Read 11 tweets
Aug 25
Even Apple is hiring for AI PMs.

Don't let anyone tell you it's a made up role.

Here's a free roadmap to become one: Image
1. Learn the foundations of AI:

news.aakashg.com/p/ai-foundatio…
2. Learn how to AI prototype:

news.aakashg.com/p/ai-prototypi…
Read 14 tweets
Aug 18
AI killed the 10 page PRD. But the PRD isn't dead.

Here's how to write PRDs in the AI age: Image
Companies like Google are shifting to a build-first culture. And it's good. AI prototyping tools have completely changed the game, blurring role lines. Image
But that doesn't mean the PRD has no purpose!

The modern PRD is lighter, sharper, and example heavy. Image
Read 11 tweets
Aug 15
Netflix is paying $900K for AI PMs. Meta is paying $1M+.

Here's how to become one: Image
𝟭. 𝗦𝗵𝗮𝗽𝗲 𝗬𝗼𝘂𝗿 𝗖𝗼𝗻𝘁𝗲𝗻𝘁 𝗗𝗶𝗲𝘁

Follow the right voices:

YouTube: Jeff Su, Matt Wolfe, Dwarkesh Patel
Newsletters: Product Growth, Nate Jones, DeepLearning
Twitter: Santiago (svpino), Min (minchoi), Paul (itsPaulAI)
LinkedIn: Zain Kahn, Allie K. Miller, Ruben Hassid
𝟮. 𝗧𝗮𝗸𝗲 𝗥𝗲𝗹𝗲𝘃𝗮𝗻𝘁 𝗖𝗼𝘂𝗿𝘀𝗲𝘀

Start foundational:

AI for Everyone by Andrew Ng
Elements of AI by University of Helsinki
Machine Learning Crash Course by Google
Read 12 tweets

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