The Daily Index — Thursday, February 22, 2024 · TLDR Index

HEADLINES & LAUNCHES

TLDR AI

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HELM INSTRUCT BENCHMARK

The language modeling group at Stanford released a widely used benchmark called Holistic Evaluation of Language Models (HELM). They also released a version for instruction following called HELM-Instruct. It is multidimensional, open-ended, and absolute.

crfm.stanford.edu · 21 min

TLDR AI

REDDIT HAS A NEW AI TRAINING DEAL TO SELL USER CONTENT

Reddit has entered a licensing agreement worth approximately $60 million annually with an unnamed major AI company, granting the company access to its vast user-generated content.

theverge.com · 1 min

TLDR AI

25+ LORAS FOR MISTRAL THAT OUTPERFORM GPT-4

Predibase released 25 narrow task-specific LoRAs that each outperform GPT-4 on specific tasks. These task-specific LoRAs are built onto the Mistral 7B model. This is another piece of evidence to support the ability of local models to perform exceptionally well on exact tasks.

predibase.com · 8 min

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MULTIMODAL CONVERSATIONS DATASET

Meta has released the MMCSG dataset, which has thousands of two-sided conversations recorded via the Aria glasses, to encourage research in various social audio and visual tasks.

ai.meta.com · 6 min

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MULTIVIEW DIFFUSION++

A diffusion model that can generate multiple views of an object and then stitch them together into a compelling 3D version.

mvdiffusion-plusplus.github.io · 5 min

TLDR AI

THIS IS WHY THE IDEA THAT AI WILL JUST AUGMENT JOBS, NEVER REPLACE THEM, IS A LIE

AI is going to automate parts of the workforce. The reaction so far has been two-sided – will this efficiency mean the same humans can do more or will fewer humans do the same tasks? This article explores comparisons between the impact of tech on manufacturing and agriculture and what we’re seeing today with the modern knowledge worker.

donaldclarkplanb.blogspot.com · 5 min

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APPLE DEVELOPING AI TOOL TO HELP DEVELOPERS WRITE CODE FOR APPS

Apple is working on an updated version of Xcode that will include an AI tool for generating code.

macrumors.com · 1 min

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ADGEN AI (PRODUCT)

Create 100+ high-performing ad variations with AI.

adgenai.com

TLDR AI

CREWAI

CrewAI offers a library for building and orchestrating AI agents that leverage LangChain and Replit. It provides a modular setup with agents, tasks, tools, and crews for easy integration into various projects. Debugging is simplified through LangSmith, which enhances performance insights into non-deterministic LLM calls.

blog.replit.com · 2 min

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