Picture two teams squaring off on a football field. The players can cooperate to achieve an objective, and compete against other players with conflicting interests. That’s how the game works.
Before a machine-learning model can complete a task, such as identifying cancer in medical images, the model must be trained. Training image classification models typically involves showing the model millions of example images gathered into a massive dataset.
A group of researchers on the Meta Fundamental AI Research Diplomacy Team (FAIR), affiliated with multiple institutions in the U.S., has added a negotiation component to its Diplomacy-playing AI system. In a paper published in the journal Science, the team describes the work that went into building the system and its performance when pitted against …
Read more “Meta team builds AI that plays ‘Diplomacy’ at very high level”
A multi-institution research team has developed an optical chip that can train machine learning hardware. Their research is published today in Optica.
Since 2020, NHS England’s use of Palantir software has become an area of increasing interest. While we have shared some of the highlights of our collaboration, such as the development of Purpose-based Access Controls (PBAC), some inaccuracies persist in the discourse surrounding it. In this post, we set out the key facts. We are proud of …
Amazon Rekognition is a computer vision service that makes it simple to add image and video analysis to your applications using proven, highly scalable, deep learning technology that does not require machine learning (ML) expertise. With Amazon Rekognition, you can identify objects, people, text, scenes, and activities in images and videos and detect inappropriate content. …
Read more “Identifying landmarks with Amazon Rekognition Custom Labels”
Amazon Forecast is a fully managed service that uses statistical and machine learning (ML) algorithms to deliver highly accurate time-series forecasts. Recently, based on Amazon Forecast, we helped one of our retail customers achieve accurate demand forecasting, within 8 weeks. The solution improved the manual forecast by an average of 10% in regards to the …
Read more “Implementing Amazon Forecast in the retail industry: A journey from POC to production”
Enterprises often need to communicate effectively to a large base of customers, partners, and stakeholders across several different languages. They need to translate and localize content such as marketing materials, product content assets, operational manuals, and legal documents. Each business unit in the enterprise has different translation workloads and often manages their own translation requirements …
This is a guest blog post co-written with Minghui Yu and Jianzhe Xiao from Bytedance. ByteDance is a technology company that operates a range of content platforms to inform, educate, entertain, and inspire people across languages, cultures, and geographies. Users trust and enjoy our content platforms because of the rich, intuitive, and safe experiences they …
Companies that sell products or services online need to constantly monitor customer reviews left on their website after purchasing a product. The company’s marketing and customer service departments analyze these reviews to understand customer sentiment. For example, marketing could use this data to create campaigns targeting different customer segments. Customer service departments could use this …
Read more “Real-time analysis of customer sentiment using AWS”