The Daily Index — Tuesday, November 14, 2023 · TLDR Index

HEADLINES & LAUNCHES

TLDR AI

TLDR AI

XBOX PARTNERS WITH INWORLD AI TO BUILD GENERATIVE AI TOOLS FOR GAME DEVELOPMENT

Xbox and Inworld AI are collaborating to create AI-powered tools to help enrich the narrative and character creation elements in game development. The partnership will develop an AI design copilot to assist game designers and an AI character runtime engine for an immersive gaming experience. They anticipate these tools will foster limitless creativity, enhance immersion, and expedite game production.

inworld.ai · 4 min

TLDR AI

GENERALIZED BIOMOLECULAR MODELING AND DESIGN WITH ROSETTAFOLD ALL-ATOM

Advances in AI, including AlphaFold, have significantly increased the rate of progress in science. This study presents RoseTTAFold All-Atom, a neural network that can model a wide range of molecules beyond proteins including drugs, vitamins, DNA, and sugars. The authors validate their architecture by fine-tuning it into a diffusion model and experimentally validating new-to-nature molecules designed from minimal prompts across many applications.

biorxiv.org · 45 min

TLDR AI

TRAINING LANGUAGE MODELS ON LOW RESOURCE LANGUAGES

This paper introduces FinGPT, a language model trained on Finnish. The researchers who created it found that data repetition with some tricks produced extremely smooth loss curves. This may serve as an easy fix for underrepresented languages on the internet.

arxiv.org · 22 min

TLDR AI

A WATERMARKING METHOD FOR PROTECTING VISION-LANGUAGE MODELS

VLPMarker, a new watermarking method, protects Embedding as a Service Vision-Language Pre-Trained Models from extraction attacks.

arxiv.org · 14 min

TLDR AI

NVIDIA AND MIT RESEARCHERS IMPROVE HOW HARDWARE HANDLES SPARSITY

Sparse tensors occur when some values of the neural network are zeros. These values can efficiently be skipped. Researchers developed a way to quickly find when values are zero and overload hardware to fit more non-zero values onto a chip at a time.

news.mit.edu · 8 min

TLDR AI

AI AND OPEN SOURCE IN 2023

A comprehensive review of the major developments in the AI research, industry, and open-source space that happened in 2023.

magazine.sebastianraschka.com · 15 min

TLDR AI

HOW AN INVESTOR MIGHT CATEGORIZE YOUR AI STARTUP

Summary unavailable

medium.com · 8 min

TLDR AI

GIANT AI PLATFORM INTRODUCES ‘BOUNTIES’ FOR DEEPFAKES OF REAL PEOPLE

Civitai, an AI model sharing platform, has introduced a controversial "bounties" feature, allowing users to request and monetize the creation of AI-generated images.

404media.co · 4 min