Tech and Development
Today we launch Benchmarks. A fully reproducible oss repo that benchmarks Llama 2 on popular engines
how a neuron learns
Build fast and cost-efficient text generation into your app in minutes. With high quality output, you can scale to meet customer demands at a price your business owners will smile about. Build on the power of the latest open source innovations in language models.
LMSYS Chatbot Arena Leaderboard
https://huggingface.co/spaces/lmsys/chatbot-arena-leaderboard
Multi-granularity Correspondence Learning from Long-term Noisy Videos
Microsoft LASERs away LLM inaccuracies
Microsoft’s LASER method seems counterintuitive, but it makes models trained on large amounts of data smaller and more accurate.
Ray is the most popular open source framework for scaling and productionizing AI workloads. From Generative AI and LLMs to computer vision, Ray powers the world’s most ambitious AI workloads.
Voltron Data acquires Claypot to unlock real-time AI with modular data systems
Multimodal Pathway: Improve Transformers with Irrelevant Data from Other Modalities
pix2gestalt: Amodal Segmentation by Synthesizing Wholes
Hi-SAM: Marrying Segment Anything Model for Hierarchical Text Segmentation
Announcing function calling and JSON mode
Lies, damned lies, and benchmarks
Examining some of the downsides of how we evaluate LLMs.
Today we are announcing Lilac Garden, our new cloud service for accelerating AI dataset transforms.
The first service is LLM-powered clustering, enabling a birds eye view of data, 100x faster than running locally.
Leeroo Orchestrator V1: Towards an AI Operating System
We get your data LLM-ready
Be Sure To Read “This Week In AI”
This week’s executive overview and top links are here:
AI News #18: Week Ending 02/02/2024 with Executive Summary and Top 12 Stories
The post you just read is an extension of my weekly newsletter, This Week In AI, an executive summary of the top things to know in AI. Each week, I create an accessible overview for laypeople to feel confident they are conversant with the week’s AI developments. I include a curated list of must-click links of the week, to offer everyone a hands-on opportunity to explore the most intriguing updates in artificial intelligence across various categories, including robotics, imagery, video, AR/VR, science, ethics, and more. Beyond the overview, I post these topic-based deeper dives (below). If you haven’t read this week’s overview, I recommend starting there.
- Agents/Copilots
- Artificial General Intelligence (AGI)
- Augmented and Virtual Reality (AR/VR)
- Autonomous Vehicles
- AI Audio
- Business and Enterprise AI
- Chips and Hardware
- Consumer Products
- Education
- Ethics/Legal Security
- Images/Photos
- Locally Run AI Models
- Meta
- OpenAI
- Open Source
- Podcasts/YouTube
- Publishing and News
- Robots and Embodiment
- Science and Medicine
- Video
- Vision/Multimodality
- X/Twitter/Grok
- Tech and Development
Credits/Sources
Most of these links come from just a few incredible sources. Please follow them:
- Robert Scoble: https://x.com/Scobleizer
- Ethan Mollick: https://www.linkedin.com/in/emollick/
- David Armano: https://www.linkedin.com/in/darmano/
- Alan Thompson: https://lifearchitect.ai/
- Theoretically Media: https://www.youtube.com/@TheoreticallyMedia
- The Rundown: https://www.therundown.ai/
- Borriss: https://twitter.com/_Borriss_
- Bilawal Sidhu: https://twitter.com/bilawalsidhu/
- TLDR: https://tldr.tech/ai
- Jeremiah Owyang: https://twitter.com/jowyang
- Wes Roth: https://www.youtube.com/@WesRoth
Previous Issues
- AI News: Week Ending 01/26/2024: https://ethanbholland.com/2024/02/06/ai-news-17-week-ending-01-26-2024-with-executive-summary-and-top-12-stories/
- AI News: Week Ending 01/19/2024: https://ethanbholland.com/2024/02/04/ai-news-16-week-ending-01-19-2024-with-executive-summary-and-top-16-stories/
- AI News: Week Ending 01/12/2024: https://ethanbholland.com/2024/01/15/ai-news-15-week-ending-01-012-2024-with-executive-summary-and-top-13-stories/
- AI News: Week Ending 01/05/2024: https://ethanbholland.com/2024/01/14/ai-news-14-week-ending-01-05-2023-with-executive-summary-and-top-16-stories/
- AI News: Week Ending 12/29/2023: https://ethanbholland.com/2024/01/07/ai-news-12-week-ending-12-29-2023-with-executive-summary-and-top-9-stories/
- AI News: Week Ending 12/22/2023: https://www.linkedin.com/pulse/ai-news-week-ending-12222023-executive-summary-top-links-holland-frx4e
- AI News: Week Ending 12/15/2023: https://www.linkedin.com/pulse/ai-news-week-ending-12152023-ethan-holland-elmee
- AI News: Week Ending 12/08/2023: https://www.linkedin.com/pulse/ai-news-week-ending-12082023-ethan-holland-zabve
- AI News: Week Ending 12/01/2023: https://www.linkedin.com/pulse/ai-news-week-ending-12012023-ethan-holland-rglve
- AI News: Week Ending 11/24/2023: https://www.linkedin.com/pulse/ai-news-week-ending-11242023-ethan-holland-jqvre
- AI News: Week Ending 11/17/2023: https://www.linkedin.com/pulse/ai-news-week-ending-11172023-ethan-holland-ad6le
- AI News: Week Ending 11/10/2023: https://www.linkedin.com/pulse/ai-news-week-ending-11102023-executive-summary-top-three-holland-yjdef/
- AI News: Week Ending 11/03/2023: https://www.linkedin.com/posts/ethanholland_aiebh-ai-generativeai-activity-7131396231678844928-3U8M
- AI News: Week Ending 10/27/2023: https://www.linkedin.com/posts/ethanholland_aiebh-ai-generativeai-activity-7127139342321356800-uBPD
- AI News: Week Ending 10/20/2023: https://www.linkedin.com/pulse/ai-news-week-ending-10202023-ethan-holland-eocpe
- AI News: Week Ending 10/13/2023: https://www.linkedin.com/pulse/ai-news-week-ending-10132023-executive-summary-ethan-holland-nq9bf
- AI News: Week Ending 10/6/2023: https://www.linkedin.com/pulse/ai-news-week-ending-1062023-ethan-holland-b6uhe
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