TLDR AI 2023-11-10
Samsung Galaxy AI features š±, Adept experiments demos š», text-based models for visual tasks š¼ļø
Samsung teases AI translate live feature (2 minute read)
Samsung has mostly been quiet in the AI race, but it recently showed off a live AI translation feature for phone calls. The feature is expected to launch in 2024.
Adept experiments demos (7 minute read)
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.
Introducing GPTs (2 minute read)
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.
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Research & Innovation
Better Data Improves LLMs Training (18 minute read)
This study introduces a better way to clean up the data used to train LLMs, ensuring they are tested fairly and work more reliably.
Largest distributed LLM training job on 50k+ chips (8 minute read)
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.
Intel performance per dollar vs. H100 (12 minute read)
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.
Nvidia Envy: understanding the GPU gold rush (24 minute read)
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.
OpenAI data partnership program (4 minute read)
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.
AI Is About To Completely Change How You Use Computers (12 minute read)
Current software is still limited in its ability to understand and assist with diverse tasks. Bill Gates predicts that AI agents will revolutionize software interaction, offering personalized assistance across various tasks without needing specific apps, marking the biggest shift in computing since the move from command-line to graphical interfaces.
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