Introducing the REFORMS checklist for ML-based science

Introducing the REFORMS checklist for ML-based science

See the REFORMS pre-print and checklist here.Every music producer is looking for the next hit song. So when a paper claimed that machine learning can predict hit songs with 97% accuracy, it would have been music to their ears. News outlets, including Scientific American and Axios, published pieces about how this "frightening accuracy" could revolutionize the music industry. Earlier studies have found that it is hard to predict if a song will be successful in advance, so this paper seemed to be a dramatic achievement. Unfortunately for music producers, we found that the study's results are bogus.The model presented in the…
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Robots invited to help make wind turbine blades

Robots invited to help make wind turbine blades

Researchers at the U.S. Department of Energy's National Renewable Energy Laboratory (NREL) have successfully leveraged robotic assistance in the manufacture of wind turbine blades, allowing for the elimination of difficult working conditions for humans and the potential to improve the consistency of the product. Although robots have been used by the wind energy industry to paint and polish blades, automation has not been widely adopted. Research at the laboratory demonstrates the ability of a robot to trim, grind, and sand blades. Those necessary steps occur after the two sides of the blade are made using a mold and then bonded…
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Data Machina #236

Data Machina #236

Mix, Bind & Merge OS Small AI Models FTW! Y2024: The year that open-source, small AI model-combos beat the big boys? The open source AI community and small AI startups are releasing a plethora of open-source, small AI models that are matching or -in some instances- even outperforming AI Titans’ huge models. I’m rooting for the open-source AI community!These new os small models are leveraging supper efficient techniques like quantisation and fine-tuning with QLoRA, and fine-tuning with DPO. There’s a whole new range of open-source tools like LLamaFactory designed to easily, efficiently fine-tune these os models.Using e.g. the free LM…
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Apple Ushers In The Era Of Spatial Computing, Building On Computer Vision Advances

Apple Ushers In The Era Of Spatial Computing, Building On Computer Vision Advances

Welcome to the frontier of technology, where the giants of Silicon Valley vie to turn science fiction into reality. For years, ambitious companies like Google and Microsoft have been venturing into spatial computing, each with varying degrees of success. For instance, Google Glass and Microsoft HoloLens have had their moment in the limelight, but neither fully captured the mainstream market. Now, enter Apple with its Vision Pro. This device promises to redefine our interaction with technology and usher in the long-anticipated era of spatial computing. But what sets Apple’s Vision Pro apart from its predecessors? While previous attempts at spatial…
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AI Research Highlights June-July 2023: Long Contexts and Scaling Transformers to 1,000,000,000 Tokens

AI Research Highlights June-July 2023: Long Contexts and Scaling Transformers to 1,000,000,000 Tokens

In this article, I compiled and annotated 24 AI research highlights form June to July 2023. A lot of exciting developments are currently happening, once again, in the fields of natural language processing and computer vision!In addition, if you are curious about last month's highlights, you can find them here:AI Research Highlights In 3 Sentences Or Less (May-June 2023)Lost in the Middle: How Language Models Use Long Contexts (6 Jul, https://arxiv.org/abs/2307.03172)In this paper, researchers investigated how well LLMs like ChatGPT perform in retrieving relevant information from different parts of its input context. It turns out that ChatGPT performs less well…
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Amazon launches Q AI assistant alongside an AI app generator  – SiliconANGLE

Amazon launches Q AI assistant alongside an AI app generator  – SiliconANGLE

Amazon Web Services Inc. today made its Amazon Q generative artificial intelligence assistant generally available for developers and business users that will allow them to debug code and automate business tasks.  Alongside these announcements, the company also unveiled a new Amazon Q Apps feature, in preview, that will allow noncoders to create applications with conversational prompts. AWS unveiled Amazon Q in November in preview for developers and information technology professionals as an AI assistant that could provide help getting started on projects, building applications in AWS, researching best practices, coding new features, troubleshooting networking issues or getting recommendations. Since it resides within the same tools that professionals use, all of this can…
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Accelerate GenAI App Development with New Updates to Databricks Model Serving

Accelerate GenAI App Development with New Updates to Databricks Model Serving

Last year, we launched foundation model support in Databricks Model Serving to enable enterprises to build secure and custom GenAI apps on a unified data and AI platform. Since then, thousands of organizations have used Model Serving to deploy GenAI apps customized to their unique datasets.Today, we're excited to announce new updates that make it easier to experiment, customize, and deploy GenAI apps. These updates include access to new large language models (LLMs), easier discovery, simpler customization options, and improved monitoring. Together, these improvements help you develop and scale GenAI apps more quickly and at a lower cost. Databricks Model…
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Enterprise-Ready Generative AI Happy Hour

Enterprise-Ready Generative AI Happy Hour

Hey everyone, I am hosting an event with my friend Ashish Kakran, who invested in AI companies like Cohere and Harness, on enterprise generative AI. Pricing, architecture, and scale are challenges builders at the frontiers face as customers increasingly adopt AI products. So we’re bringing together a curated group of operators to trade notes and learn from others’ experiences. Following meetup tradition, plenty of pizza and drinks.The event will be held on August 22, 530PM in San Francisco. If you want to join, register here: https://lu.ma/lsp2wisrLooking forward to meeting you then! Source link lol
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Snowflake acquires TruEra to deliver LLM observability inside data cloud 

Snowflake acquires TruEra to deliver LLM observability inside data cloud 

Join us in returning to NYC on June 5th to collaborate with executive leaders in exploring comprehensive methods for auditing AI models regarding bias, performance, and ethical compliance across diverse organizations. Find out how you can attend here. Today, data ecosystem giant Snowflake announced it has entered a definitive agreement to acquire TruEra, an AI startup providing tools to test, debug and monitor machine language (ML) models and large language model (LLM) apps in production. While the terms of the deal remain under wraps, the acquisition is expected to bolster Snowflake’s effort to give its customers an end-to-end platform to…
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Photos show Jeff Bezos’ style glow-up over 30 years, from bookish businessman to a Vogue photo shoot and the Met Gala

Photos show Jeff Bezos’ style glow-up over 30 years, from bookish businessman to a Vogue photo shoot and the Met Gala

Jeff Bezos' public image has changed a lot in the 30 years since he started Amazon.The billionaire has shed his boring business attire and experienced a fashion glow-up.Here's a closer look at the evolution of his style and persona over the years. Thanks for signing up! Access your favorite topics in a personalized feed while you're on the go. download the app By clicking “Sign Up”, you accept our Terms of Service and Privacy Policy. You can opt-out at any time by visiting our Preferences page or by clicking "unsubscribe" at the bottom of the email. Jeff Bezos is in…
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