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

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
Jul 29
If I had to learn AI PM again, I would start here:

($2,000 course totally free) Image
1️⃣ AI PM Foundations

@marilynika: How to become an AI PM - youtube.com/watch?v=GQd54g…

Sam Kawsarani: 15+ Years PM in Era of AI - tinyurl.com/2txs9mab

@_amankhan: Prototyping → Observability → Evals - youtube.com/watch?v=Ej4pBD…
2️⃣ AI Strategy

@tomocchino: Behind v0 (Top AI Prototyping Tool) - open.spotify.com/episode/2wAfwJ…

Scott Jones: 21 Harsh Truths about PM in AI - tinyurl.com/8zcw26rs

@PawelHuryn: AI basics to expert - youtube.com/watch?v=IfW1FM…
Read 10 tweets
Jul 23
You want to code with AI.

But you don't know what tool to use.

Here's your guide on when to use which AI coding tools:

(+ free resources to learn each) Image
1: Cursor

They surpassed $500M ARR for a reason. Your developer probably uses it. It's great for pros - but it's also great for non-technical folks now, as its agent can build things just via natural language.

Free guide:
2: Windsurf

Despite losing most of its technical staff to Google, Windsurf still exists. Now a part of Cognition (makers of Devin), it's great for non-technical people to deal with large code bases.

Free tutorial:
Read 10 tweets
Jul 17
There's a new PM interview in town.

But most PMs don't know it yet.

Last week, a PM messaged me in panic:

"I just got destroyed in a Google interview. They wanted me to prototype something with AI tools. I'd never even heard of 'vibe coding' before."

Here's what happening:
This isn't isolated. I'm coaching more PMs who are blindsided by this new interview format every week.

Here's what's happening behind the scenes:

The nature of the PM role is undergoing its biggest shift in years.

We're now moving to the era of AI PMs.
Companies are looking for PMs who can:

1. Build AI features (understanding evals & tech details)
2. Use AI to focus on high-leverage tasks
3. Prototype with AI tools like pros

And their interviews are changing to match.

At Google, this is only in India (for now).
Read 7 tweets
Jul 16
>50% of PM interviews now ask metrics questions.

But not all metrics questions are the same.

5 categories + 16 sub-categories to know: Image
𝗦𝘂𝗰𝗰𝗲𝘀𝘀 𝗠𝗲𝘁𝗿𝗶𝗰𝘀 (𝟮𝟭% 𝗼𝗳 𝗾𝘂𝗲𝘀𝘁𝗶𝗼𝗻𝘀)

Three major flavors here:

Product launch success: Measuring launching GPT-5.

Feature success: Measuring a mobile payment feature.

Business model success: What would you look at if we launched a marketplace?
𝗗𝗶𝗮𝗴𝗻𝗼𝘀𝘁𝗶𝗰𝘀 (𝟮𝟮% 𝗼𝗳 𝗾𝘂𝗲𝘀𝘁𝗶𝗼𝗻𝘀)

Investigating issues when metrics drop.

Sudden drops: IG Stories dropped 5% overnight. Approach?

Gradual declines: Monthly retention declining 6 mos. Why?

Unexpected changes: Feature 30% → 60% engagement. WDYD?
Read 7 tweets

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