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Transfer Learning: Object Detection in Satellite Imagery Object detection in satellite imagery is a critical component of many complex commercial and government workflows. At Palantir, we’ve worked with customers across a wide variety of use cases to improve the ability of their models to detect relevant context more accurately. On the commercial front, these models …
Paying attention to the latest customer service trends ensures that an organization is prepared to meet changing customer expectations. Customer loyalty is waning, spurred on by the COVID-19 pandemic, social influences and the ease of switching brands. More than ever, organizations must stay on top of changes in the customer service experience to improve customer …
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Posted by Phitchaya Mangpo Phothilimthana, Staff Research Scientist, Google DeepMind, and Bryan Perozzi, Senior Staff Research Scientist, Google Research With the recent and accelerated advances in machine learning (ML), machines can understand natural language, engage in conversations, draw images, create videos and more. Modern ML models are programmed and trained using ML programming frameworks, such …
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We are excited to announce the launch of Amazon DocumentDB (with MongoDB compatibility) integration with Amazon SageMaker Canvas, allowing Amazon DocumentDB customers to build and use generative AI and machine learning (ML) solutions without writing code. Amazon DocumentDB is a fully managed native JSON document database that makes it straightforward and cost-effective to operate critical …
In a paper published in Nature, we introduce FunSearch, a method for searching for “functions” written in computer code, and find new solutions in mathematics and computer science. FunSearch works by pairing a pre-trained LLM, whose goal is to provide creative solutions in the form of computer code, with an automated “evaluator”, which guards against …
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Experience-based insights to guide federal agency AI oversight Introduction On October 30, 2023, U.S. President Biden signed an Executive Order on Safe, Secure, and Trustworthy Artificial Intelligence. The Executive Order provides a comprehensive plan for the Administration’s goals for artificial intelligence (AI) governance, including a series of orders to executive agencies to undertake specific actions …
Read more “Palantir’s Response to OMB on AI Governance, Innovation, and Risk Management”
We’re launching $10M in grants to support technical research towards the alignment and safety of superhuman AI systems, including weak-to-strong generalization, interpretability, scalable oversight, and more.
Holden Karau Elizabeth Stone Pedro Duarte Chris Stephens Pallavi Phadnis Lee Woodridge Mark Cho Guil Pires Sujay Jain Tristan Reid Senthilnathan Athinarayanan Bharath Mummadisetty Abhinaya Shetty Judit Lantos Amanuel Kahsay Dao Mi Mick Dreeling Chris Colburn and Agata Gryzbek Introduction Earlier this summer Netflix held our first-ever Data Engineering Forum. Engineers from across the company came …
There has been a lot of recent discussion around the business value of environmental, social and governance (ESG) reporting, and the degree to which it relates to financial performance and other measures of business value. When it comes to focusing on the “environmental” aspect of ESG—often referred to as “sustainability”—there are many ways this area …
Read more “Tying environmental outcomes to real business value may be simpler than you think”