The Daily Index — Friday, November 10, 2023 · TLDR Index

HEADLINES & LAUNCHES

TLDR AI

TLDR AI

ADEPT EXPERIMENTS DEMOS

Adept is building a useful agent system for enterprises. It is now opening up small mini demos for people to interact with like delegating knowledge working tasks, using new tools, or working with unstructured data.

adept.ai · 7 min

TLDR AI

INTRODUCING GPTS

OpenAI introduces customizable ChatGPT (GPTs), enabling users to tailor the AI for specific tasks without coding. The GPT Store, launching soon, will allow the sharing and monetizing of these custom GPTs, with a focus on privacy, safety, and expanding utility in the real world. Enterprises can deploy internal-only GPTs, enhancing business operations.

openai.com · 2 min

TLDR AI

LARGEST DISTRIBUTED LLM TRAINING JOB ON 50K+ CHIPS

Google ran a MaxText + Jax training job on an unbelievable amount of chips concurrently while maintaining 66+ utilization, creating a strong contender for the best possible MFU. The project was mostly built on proprietary technology, but it showcases some interesting tidbits for other large-scale distributed computing groups.

cloud.google.com · 8 min

TLDR AI

INTEL PERFORMANCE PER DOLLAR VS. H100

MLPerf is a standard machine learning performance benchmark that accurately shows how platforms and models perform in real-world settings. MLPerf Training v3.1 just landed and it showcases amazing H100 performance in absolute terms, but when comparing wall clock performance per dollar spent, Intel still holds its own.

servethehome.com · 12 min

TLDR AI

BETTER DATA IMPROVES LLMS TRAINING

This study introduces a better way to clean up the data used to train LLMs, ensuring they are tested fairly and work more reliably.

arxiv.org · 18 min

TLDR AI

NVIDIA ENVY: UNDERSTANDING THE GPU GOLD RUSH

Nvidia became the AI kingmaker in 2023. Thousands of companies and countries begged to purchase its GPUs. Will the insatiable demand persist? This piece explores the Nvidia run-up, the resulting shortage, and the future of GPU demand.

blog.johnluttig.com · 24 min

TLDR AI

OPENAI DATA PARTNERSHIP PROGRAM

OpenAI wants to build partnerships for open and private dataset creation for AI training. This could signal it is running out of tokens for its next model training runs.

openai.com · 4 min

TLDR AI

SUCCESS.AI (PRODUCT)

Supercharge your growth with AI-powered cold emails.

success.ai

TLDR AI

LINDY LAUNCHES NO-CODE PLATFORM FOR CREATING AI TEAMS

Lindy introduces the first platform for building teams of AI employees to perform any task without requiring coding skills. Users can create these 'Lindies' in 30 seconds and set them up in AI teams that can support advanced workflows. Lindy enlarges on-scale productivity with these 24/7 AI employees.

lindy.ai · 3 min