The Daily Index — Monday, November 13, 2023 · TLDR Index

HEADLINES & LAUNCHES

TLDR AI

TLDR AI

ZAPIER AI ACTIONS

Zapier introduced AI Actions, a tool for developers to let any AI platform run Zapier's 20,000+ automation actions. AI Actions works by letting users send natural language commands to the AI platform, which then performs the desired action. The service supports several AI platforms, with simple setup and inherent API integrations.

actions.zapier.com · 2 min

TLDR AI

INTRODUCING AI TO FIGJAM

Figma has incorporated AI assistance into FigJam, its digital whiteboard tool, to simplify and enhance design collaborations. Utility-oriented enhancements, like those derived from the AI-powered project Jambot, help users collaborate more effectively on a virtual canvas. Figma’s goal is to broaden the applicability across various user requirements by tapping machine learning capabilities for visual design.

figma.com · 3 min

TLDR AI

DEEP DIVE: ADVERSARIAL ATTACKS ON LANGUAGE MODELS

This blog post is about different attacks that are emerging against language model systems. It contains excellent information about different types of attacks and some mitigations that teams have found to be effective.

lilianweng.github.io · 24 min

TLDR AI

STYLIZATION OF 3D MESHES USING 2D DIFFUSION MODELS

This research presents the 3DStyle-Diffusion model, a novel approach for detailed stylization of 3D meshes, integrating 2D Diffusion models for added control over appearance and geometry. It works by first parameterizing a 3D mesh's texture into reflectance and lighting, using implicit MLP networks, and then using a pre-trained 2D Diffusion model to align the rendered images with the text prompt and ensure geometric consistency.

arxiv.org · 16 min

TLDR AI

HUGGINGFACE ALIGNMENT HANDBOOK

With the recent release of the excellent Zephyr language model, the HuggingFace team showcases how you can train personalized models built on top of the few powerful pre-trained open source models available.

github.com · 12 min

TLDR AI

EXTRA FAST TEXT-TO-SPEECH GENERATION (JUPYTER NOTEBOOK)

An example of using Bark text-to-speech system to generate coherent, fast, and extra-long audio output.

colab.research.google.com

TLDR AI

LLAVA PLUS MODEL FOR LANGUAGE-VISION SKILL ACQUISITION

The LLaVa model is an open-source model that combines both language and vision. This new version allows the instruction-tuned model to use tools for image editing, generation, and more.

llava-vl.github.io · 5 min

TLDR AI

OHMYSYNT (PRODUCT)

Personalized AI content for brands.

ohmysynt.io

TLDR AI

INTRODUCING CREATOR MONETIZATION FOR POE

Poe has updated its AI platform to support creator monetization through subscription revenue shares and per-message fees, aiming to empower bot developers and small AI companies. Monetization is live in the US, with global expansion on the horizon.

quorablog.quora.com · 3 min