AI learns to rearrange objects, like building LEGO
A surveey of 13,000 people in the workforce—from executive suite leaders to frontline employees
In today’s email:
🧱 AI learns to rearrange objects, like building LEGO.
🔥 A surveey of 13,000 people in the workforce about AI.
📱 Tutorial: Creative QR Codes with ControlNet
🛠 Various AI-related tools and platforms, including CopyCat, Tutor GPT, Duply, Receiptor AI, Adobe Generative Recolor, ReviewWriter, Octopulse AI, Composer, SuperDash, and more.
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Highlights💡
LEGO-Net: Learning Regular Rearrangements of Objects in Rooms [Link],[GitHub]
Humans universally dislike the task of cleaning up a messy room. If machines were to help us with this task, they must understand human criteria for regular arrangements, such as several types of symmetry, co-linearity or co-circularity, spacing uniformity in linear or circular patterns, and further inter-object relationships that relate to style and functionality. Previous approaches for this task relied on human input to explicitly specify goal state, or synthesized scenes from scratch – but such methods do not address the rearrangement of existing messy scenes without providing a goal state. In this paper, we present LEGO-Net, a data-driven transformer-based iterative method for LEarning reGular rearrangement of Objects in messy rooms. LEGO-Net is partly inspired by diffusion models--it starts with an initial messy state and iteratively “denoises” the position and orientation of objects to a regular state while reducing distance traveled. Given randomly perturbed object positions and orientations in an existing dataset of professionally-arranged scenes, our method is trained to recover a regular re-arrangement. Results demonstrate that our method is able to reliably rearrange room scenes and outperform other methods. We additionally propose a metric for evaluating regularity in room arrangements using number-theoretic machinery.
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Compose messages in your own tone & style, in the apps you already use (Slack, iMessage, GMail, GDocs, Notion... literally anywhere).
Automatically summarize Zoom/GMeet meetings.
Stop copy-pasting into ChatGPT. Just reference anything you’ve come across.
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AI at Work: What People Are Saying [Link]
How do nearly 13,000 people in the workforce—from executive suite leaders to frontline employees—in 18 countries feel about AI?
Survey respondents are more optimistic than concerned about AI.
But there are vast differences in perceptions of AI between leaders and frontline employees, and companies need to address them.
Employees recognize the need for training and upskilling that this new era will require, but few have actually received it.
Almost everyone sees the need for responsible AI and regulation.
Tutorial: Creative QR Codes with ControlNet [Link]
Tools & Links 🛠️
Empower Your AI Journey: Key Resources, Software, and InnovationsEditor's Pick
CopyCat - Make your favorite celebrity say anything [Link]
Use Demucs to split your favorite song into tracks, then send one to MusicGen to get a completely new music piece! [Try here]
Tutor GPT - Dynamic few-shot metaprompting for theory-of-mind-powered tutoring. [Link]
Duply - Automate your Visual Creation [Link]
Editor's PickReceiptor AI - Extract receipts and invoices from emails with AI [Link]
Adobe Announces ‘Generative Recolor’ AI Feature For Adobe Illustrator [Link]
ReviewWriter - Respond to reviews with AI [Link]
Octopulse AI - A Platform for Growth teams to optimize Activation, Conversion and Retention. [Link]
Editor's PickComposer - Build trading algorithms with AI, backtest them, then execute—all in one platform. No coding skills required. [Link]
SuperDash - Develop and manage an AI-powered app using Ready-to-Use
Components
GPT-4-generated pitches are 3x more likely to secure funding than human ones [Link]
Paper: Large Language Models as Tax Attorneys: A Case Study in Legal Capabilities Emergence [Link]
Unclassified 🌀
Morning Brew - Get smarter in 5 minutes (it's free) [Link]
Fiverr - Find the right freelance service, right away [Link]
CREATE STICKER / PFP / EMOJI / LOGO of your dog with AI🐶- AI Summer Hacks #5🧵
It's no secret that AI is capable of creating personalized pics of you or anyone you love😋
I've made a series of pics of my dog Audrey, and already using some as Telegram stickers🦾
HOW?👇
🧵1/10— Artichoke AI (@artichokes_art)
8:31 PM • Jun 11, 2023
