Industry leaders at DataGrail Summit 2024 warn of AI’s exponential growth outpacing security measures, urging companies to invest in robust AI safety systems to mitigate risks and protect consumer trust.Read More
This hot tub is a cheap and easy way to relax—but it still requires a commitment.
Optical illusions, quantum mechanics and neural networks might seem to be quite unrelated topics at first glance. However, in new research published in APL Machine Learning, I have used a phenomenon called “quantum tunneling” to design a neural network that can “see” optical illusions in much the same way humans do.
Hi everyone! I’m happy to be part of the new moderation team within this dynamic community. Huge thanks to u/mcmonkey4eva and u/SandCheezy for their amazing work so far. The new mod team is here to support them in keeping this space safe, welcoming, and enjoyable for everyone. We’ve updated the rules based on community feedback …
Predictive modeling in finance uses historical data to forecast future trends and outcomes. R, a powerful statistical programming language, provides a robust set of tools and libraries for financial analysis and modeling. This article explores the key techniques and packages in R that are commonly used for predictive modeling in finance. We’ll cover time series …
Don’t Miss Out on ROI of Conversational AI — Your Secret Weapon for Profitability Contact centers are in crisis. Skyrocketing customer expectations were coupled with relentless cost pressures. It all has created a perfect storm. 71% of consumers expect companies to deliver personalized interactions, and 76% of them get frustrated when it doesn’t happen. Agents are overwhelmed: …
Read more “Don’t Miss Out on ROI of Conversational AI — Your Secret Weapon for Profitability”
In this paper, we propose an algorithm to optimize a byte-level representation for end-to-end (E2E) automatic speech recognition (ASR). Byte-level representation is often used by large scale multilingual ASR systems when the character set of the supported languages is large. The compactness and universality of byte-level representation allow the ASR models to use smaller output …
Read more “Optimizing Byte-level Representation for End-to-End ASR”
With the rapid growth of generative artificial intelligence (AI), many AWS customers are looking to take advantage of publicly available foundation models (FMs) and technologies. This includes Meta Llama 3, Meta’s publicly available large language model (LLM). The partnership between Meta and Amazon signifies collective generative AI innovation, and Meta and Amazon are working together …
Read more “Best practices for prompt engineering with Meta Llama 3 for Text-to-SQL use cases”
Who is supposed to manage generative AI applications? While AI-related ownership often lands with data teams, we’re seeing requirements specific to generative AI applications that have distinct differences from those of a data and AI team, and at times more similarities with a DevOps team. This blog post explores these similarities and differences, and considers …
Read more “GenOps: learning from the world of microservices and traditional DevOps”
The HBO drama about the Machiavellian world of high finance is an undeniable hit—and cocreators Mickey Down and Konrad Kay say “coke and boats” is just the beginning.