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Category: Artificial intelligence

Mistral AI Launches Voxtral Transcribe 2: Pairing Batch Diarization And Open Realtime ASR For Multilingual Production Workloads At Scale
Categories Artificial intelligence

Mistral AI Launches Voxtral Transcribe 2: Pairing Batch Diarization And Open Realtime ASR For Multilingual Production Workloads At Scale

  • By Michal Sutter
  • February 5, 2026

Automatic speech recognition (ASR) is becoming a core building block for AI products, from meeting tools to voice agents. Mistral’s new Voxtral Transcribe 2…

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Architecture diagram for AI-powered marketing content generation and semantic image search on AWS
Categories Artificial intelligence

Accelerating your marketing ideation with generative AI – Part 2: Generate custom marketing images from historical references | Amazon Web Services

  • By
  • February 4, 2026

Marketing teams face major challenges creating campaigns in today’s digital environment. They must navigate through complex data analytics and rapidly changing consumer preferences to…

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A Coding Implementation to Train Safety-Critical Reinforcement Learning Agents Offline Using Conservative Q-Learning with d3rlpy and Fixed Historical Data
Categories Artificial intelligence

A Coding Implementation to Train Safety-Critical Reinforcement Learning Agents Offline Using Conservative Q-Learning with d3rlpy and Fixed Historical Data

  • By Asif Razzaq
  • February 4, 2026

In this tutorial, we build a safety-critical reinforcement learning pipeline that learns entirely from fixed, offline data rather than live exploration. We design a…

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This image displays a technical documentation file named CLAUDE.md that outlines the hierarchical structure of a data analytics project. The document begins with three comment sections describing the project context, setup instructions, and data folder construction. The main content shows a numbered list explaining three file types found in each analytics table: schema.md for schema descriptions and data dictionaries, sample_data.csv for sample data, and statistics.md for data statistics. Below this, an ASCII tree diagram illustrates the folder hierarchy starting with a data directory, containing multiple databases labeled as mart layer, including database_1 and database_2. Each database contains analytics tables such as analytics_table_1, analytics_table_2, and analytics_table_3. Each analytics table consistently includes the three file types mentioned above. Ellipses indicate additional databases and tables follow the same pattern.
Categories Artificial intelligence

Democratizing business intelligence: BGLs journey with Claude Agent SDK and Amazon Bedrock AgentCore | Amazon Web Services

  • By
  • February 3, 2026

This post is cowritten with James Luo from BGL. Data analysis is emerging as a high-impact use case for AI agents. According to Anthropic’s…

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Use Amazon Quick Suite custom action connectors to upload text files to Google Drive using OpenAPI specification | Amazon Web Services
Categories Artificial intelligence

Use Amazon Quick Suite custom action connectors to upload text files to Google Drive using OpenAPI specification | Amazon Web Services

  • By
  • February 3, 2026

Many organizations need to manage file uploads across different cloud storage systems while maintaining security and compliance. Although Google Drive provides APIs for integration,…

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How to Build Multi-Layered LLM Safety Filters to Defend Against Adaptive, Paraphrased, and Adversarial Prompt Attacks
Categories Artificial intelligence

How to Build Multi-Layered LLM Safety Filters to Defend Against Adaptive, Paraphrased, and Adversarial Prompt Attacks

  • By Asif Razzaq
  • February 3, 2026

In this tutorial, we build a robust, multi-layered safety filter designed to defend large language models against adaptive and paraphrased attacks. We combine semantic…

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The Statistical Cost of Zero Padding in Convolutional Neural Networks (CNNs)
Categories Artificial intelligence

The Statistical Cost of Zero Padding in Convolutional Neural Networks (CNNs)

  • By Arham Islam
  • February 2, 2026

What is Zero Padding Zero padding is a technique used in convolutional neural networks where additional pixels with a value of zero are added…

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AWS architecture diagram showing a conversational appointment scheduling system with user interfaces connecting through Amazon Connect to Amazon Lex, Lambda fulfillment functions, and Amazon Bedrock, with data sources including service models, message systems, and appointment databases.
Categories Artificial intelligence

How Clarus Care uses Amazon Bedrock to deliver conversational contact center interactions | Amazon Web Services

  • By
  • February 2, 2026

This post was cowritten by Rishi Srivastava and Scott Reynolds from Clarus Care. Many healthcare practices today struggle with managing high volumes of patient…

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Robbyant Open Sources LingBot World: a Real Time World Model for Interactive Simulation and Embodied AI
Categories Artificial intelligence

Robbyant Open Sources LingBot World: a Real Time World Model for Interactive Simulation and Embodied AI

  • By Asif Razzaq
  • January 31, 2026

Robbyant, the embodied AI unit inside Ant Group, has open sourced LingBot-World, a large scale world model that turns video generation into an interactive…

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AI2 Releases SERA, Soft Verified Coding Agents Built with Supervised Training Only for Practical Repository Level Automation Workflows
Categories Artificial intelligence

AI2 Releases SERA, Soft Verified Coding Agents Built with Supervised Training Only for Practical Repository Level Automation Workflows

  • By Asif Razzaq
  • January 30, 2026

Allen Institute for AI (AI2) Researchers introduce SERA, Soft Verified Efficient Repository Agents, as a coding agent family that aims to match much larger…

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