TLDR AI

TLDR AI 2024-06-24

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01HEADLINES & LAUNCHES

OPENAI ACQUIRES ROCKSET

Rockset is a powerful database with indexing and querying capabilities. OpenAI has acquired the company to improve its retrieval infrastructure.

links.tldrnewsletter.com2 min read

SNAPCHAT AI TURNS PROMPTS INTO NEW LENS

Snapchat has introduced an on-device AI model that enables users to create custom AR lenses from text prompts. A rollout is expected in the coming months for lenses and by year's end for creators. The latest Lens Studio update adds AI tools for generating 3D assets, face masks, and textures from prompts or images. Snapchat's push into AI has also produced AI-generated snaps for subscribers and a ChatGPT-powered chatbot for all users.

theverge.com2 min read

HEYGEN RAISES $60M SERIES A TO SCALE VISUAL STORYTELLING FOR BUSINESSES

HeyGen, an AI video generation platform, has secured $60M in Series A funding to enhance its tools for creating and localizing studio-quality videos rapidly and cost-effectively. Recently profitable with $35M in ARR, HeyGen aims to democratize visual storytelling for businesses of all sizes.

heygen.com3 min read

02RESEARCH & INNOVATION

EVIDENCE OF LOG-SCALING IN PERSUASION

Super persuasion is the fear that as models grow larger, they will get substantially more persuasive. There is weak evidence to suggest that larger models aren't substantially more persuasive than smaller models. However, they may be able to be tuned to be more persuasive.

arxiv.org21 min read

SMARTER CRYPTO TRADING

MacroHFT is a new approach to high-frequency trading (HFT) in cryptocurrency markets that leverages reinforcement learning to improve decision-making and profitability.

arxiv.org12 min read

BETTER EXPLORATION IN MULTI-AGENT MODELS

Researchers have improved QMIX, a popular method for multi-agent reinforcement learning, by adding a local Q-value learning method within a maximum entropy framework.

arxiv.org18 min read

03ENGINEERING & RESOURCES

Sponsored

LEARN TO FINE TUNE LLMS LIKE THE PROS

Prompt engineering will only take you so far. If you're ready to venture into fine tuning, join this virtual event [11]! A diverse panel of experts will discuss ways to deliver optimal performance when fine-tuning OSS models, and map the latest tuning techniques to your

lu.maSponsor

REALHF BOOSTS TRAINING EFFICIENCY

ReaLHF is a novel system that enhances reinforcement learning from human feedback (RLHF) by dynamically redistributing parameters and optimizing parallelization during training.

github.comGitHub repository

LET'S BUILD A STORYTELLER

Andrej Karpathy has a new repository with an outline for a new course he's working on. It involves building an aligned language model that can tell stories. The course includes video lectures, code, and other learning materials.

github.comGitHub repository

AUTOMATE SOFTWARE IMPROVEMENTS

AutoCodeRover is a new tool that automates software improvements, including bug fixes and feature additions, by combining large language models with advanced code search techniques.

github.comGitHub repository

04MISCELLANEOUS

AI CANDIDATE RUNNING FOR PARLIAMENT IN THE U.K. SAYS AI CAN HUMANIZE POLITICS

"AI Steve," created by Sussex businessman Steve Endacott and backed by Neural Voice technology, is running for office in the UK general election, promising constant connectivity with constituents via AI. Endacott aims to revolutionize democracy by allowing voters to directly influence policy on a weekly basis using technology. While some see this blend of AI and politics as radical, Endacott insists it enhances human involvement in democratic processes.

nbcnews.com4 min read

ANTHROPIC HAS A FAST NEW AI MODEL

Anthropic has launched Claude 3.5 Sonnet, boasting better performance than GPT-4o and Gemini on several benchmarks alongside increased speed and expanded capabilities. The update also introduces the Artifacts feature, enhancing user interaction with the AI's outputs. Claude aims to transition from a chatbot to a central tool in business environments, integrating knowledge and workflow management.

theverge.com3 min read

NLUX

NLUX is a conversational AI JavaScript library that provides a UI for large language models. It makes it super simple to integrate powerful large language models into web apps. NLUX features React components and hooks, LLM adapters, streaming LLM output, and custom renderers.

github.comGitHub repository