Tag: ai/ml

This is a guest post co-written with Ori Nakar from Imperva. Imperva Cloud WAF protects hundreds of thousands of websites against cyber threats and blocks billions of security events every day. Counters and insights based on security events are calculated daily and used by users from multiple departments. Millions of counters are added daily, together …

Read more “Imperva optimizes SQL generation from natural language using Amazon Bedrock”

We recently launched BigQuery vector search, which enables semantic similarity search in BigQuery. This powerful capability can be used to analyze logs and asset metadata stored in BigQuery tables. For example, given a suspected log entry, your Site Reliability Engineering (SRE) or incident response (IR) team can search for semantically similar logs to validate whether …

Read more “Boost your log analysis with BigQuery vector search and LLMs”

In the age of AI, healthcare leaders face the challenge of choosing the most suitable AI solution from a vast array of vendor options. In this blog post — drawing on insights from Palantir’s Artificial Intelligence Platform (AIP) for enhancing healthcare processes — we present 10 essential questions for healthcare leaders to consider when evaluating software that integrates AI …

Read more “10 Things to Consider When Introducing AI in Healthcare”

Video annotator: a framework for efficiently building video classifiers using vision-language models and active learning Amir Ziai, Aneesh Vartakavi, Kelli Griggs, Eugene Lok, Yvonne Jukes, Alex Alonso, Vi Iyengar, Anna Pulido https://medium.com/media/02a5bbf97c619182adba24b45e42edcb/href Introduction Problem High-quality and consistent annotations are fundamental to the successful development of robust machine learning models. Conventional techniques for training machine learning classifiers are …

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Amazon Translate is a neural machine translation service that delivers fast, high quality, affordable, and customizable language translation. Amazon Translate supports 75 languages and 5,550 language pairs. For the latest list, see the Amazon Translate Developer Guide. A key benefit of Amazon Translate is its speed and scalability. It can translate a large body of …

Read more “Maximize your Amazon Translate architecture using strategic caching layers”

As Peter Drucker famously said — “What gets measured, gets managed.” Tracking the effectiveness of your customer service platforms, with the right metrics in place, can lead organizations to gain valuable insights and optimize their customer service strategy. This will ultimately lead to superior customer experiences. As more companies decide to invest in AI, we can expect …

Read more “9 Must Track Metrics of Customer Service Platform”

Operational Responsibility is a deeply contrarian concept — but it shouldn’t be We use Operational Responsibility (OR) at Palantir because it is the fastest and most correct approach to delivering mission critical software to production — and your organization can too. In this post, we unpack what OR is, how we do it, and why, counterintuitively, it is the …

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Posted by Lizao (Larry) Li, Software Engineer, and Rob Carver, Research Scientist, Google Research Accurate weather forecasts can have a direct impact on people’s lives, from helping make routine decisions, like what to pack for a day’s activities, to informing urgent actions, for example, protecting people in the face of hazardous weather conditions. The importance …

Read more “Generative AI to quantify uncertainty in weather forecasting”