Generation
SQL-R1: A Reinforcement Learning-based NL2SQL Model that Outperforms Larger Systems in Complex Queries with Transparent and Accurate SQL Generation
Natural language interface to databases is a growing focus within artificial intelligence, particularly because it allows users to interact with structured databases using plain human language. This area, often known as NL2SQL (Natural Language to SQL), is centered on transforming user-friendly queries into SQL commands that can be directly executed on databases. The objective is…
Single sideband generation
The phasing method In radio communications, one way to generate single sideband (SSB) signals is to make a double sideband signal by feeding a carrier and a modulation signal into a balanced modulator to create a double sideband (DSB) signal and then filter out one of the two resulting sidebands. If you filter out the…
Repurposing Protein Folding Models for Generation with Latent Diffusion
PLAID is a multimodal generative model that simultaneously generates protein 1D sequence and 3D structure, by learning the latent space of protein folding models. The awarding of the 2024 Nobel Prize to AlphaFold2 marks an important moment of recognition for the of AI role in biology. What comes next after protein folding? In PLAID, we…
A glimpse of the next generation of AlphaFold
Research Published 31 October 2023 Authors Google DeepMind AlphaFold team and Isomorphic Labs team Progress update: Our latest AlphaFold model shows significantly improved accuracy and expands coverage beyond proteins to other biological molecules, including ligands Since its release in 2020, AlphaFold has revolutionized how proteins and their interactions are understood. Google DeepMind and Isomorphic Labs…
When Did The Sandwich Generation Get Squeezed? – Hanh Brown
Welcome to the high-wire act of the Sandwich Generation, where professionals attempt the death-defying feat of balancing a career while simultaneously caring for aging parents and raising children. If you’ve ever found yourself on a conference call while scheduling a doctor’s appointment for your mother and helping your kid with algebra homework, congratulations! You’ve officially…
How Hard Is The Sandwich Generation Getting Squeezed? – Hanh Brown
Congratulations! If you’re reading this, you’ve likely won the dubious honor of membership in the prevalence of the Sandwich Generation. No, it’s not a club for gourmet chefs or deli enthusiasts. It’s the ever-growing group of adults caught in the delightful squeeze of caring for aging parents while still raising their own children. If you’ve…
Creating an AI-Powered Tutor Using Vector Database and Groq for Retrieval-Augmented Generation (RAG): Step by Step Guide
Currently, three trending topics in the implementation of AI are LLMs, RAG, and Databases. These enable us to create systems that are suitable and specific to our use. This AI-powered system, combining a vector database and AI-generated responses, has applications across various industries. In customer support, AI chatbots retrieve knowledge base answers dynamically. The legal…
Nvidia GeForce RTX 5080 Founders Edition review: Incremental gains over the previous generation
Introducing the Nvidia GeForce RTX 5080 The Nvidia GeForce RTX 5080 Founders Edition takes the honor guard position for the RTX 5090. In times past, the penultimate Nvidia GPU of each generation has often been the best overall pick. But the gap between first and second place has widened significantly in the past two generations,…
A new generation of African talent brings cutting-edge AI to scientific challenges
Company Published 5 August 2024 Authors Obum Ekeke OBE, Head of Education Partnerships Food security, healthcare and exploring the cosmos are among the ways students of a new pan-African Master’s program aspire to apply AI At Google DeepMind, we’re committed to supporting the next generation of artificial intelligence (AI) leaders to help build a stronger,…
This AI Paper from NVIDIA and SUTD Singapore Introduces TANGOFLUX and CRPO: Efficient and High-Quality Text-to-Audio Generation with Flow Matching
Text-to-audio generation has transformed how audio content is created, automating processes that traditionally required significant expertise and time. This technology enables the conversion of textual prompts into diverse and expressive audio, streamlining workflows in audio production and creative industries. Bridging textual input with realistic audio outputs has opened possibilities in applications like multimedia storytelling, music,…
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