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Category: Artificial intelligence

Black Forest Labs Releases FLUX.2 [klein]: Compact Flow Models for Interactive Visual Intelligence
Categories Artificial intelligence

Black Forest Labs Releases FLUX.2 [klein]: Compact Flow Models for Interactive Visual Intelligence

  • By Michal Sutter
  • January 16, 2026

Black Forest Labs releases FLUX.2 [klein], a compact image model family that targets interactive visual intelligence on consumer hardware. FLUX.2 [klein] extends the FLUX.2…

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solution architecture
Categories Artificial intelligence

Advanced fine-tuning techniques for multi-agent orchestration: Patterns from Amazon at scale | Amazon Web Services

  • By
  • January 16, 2026

Our work with large enterprise customers and Amazon teams has revealed that high stakes use cases continue to benefit significantly from advanced large language…

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Figure 1: Automated log classification system architecture
Categories Artificial intelligence

How Palo Alto Networks enhanced device security infra log analysis with Amazon Bedrock | Amazon Web Services

  • By
  • January 16, 2026

This post is co-written by Fan Zhang, Sr Principal Engineer / Architect from Palo Alto Networks. Palo Alto Networks’ Device Security team wanted to…

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From beginner to champion: A student’s journey through the AWS AI League ASEAN finals | Amazon Web Services
Categories Artificial intelligence

From beginner to champion: A students journey through the AWS AI League ASEAN finals | Amazon Web Services

  • By
  • January 16, 2026

The AWS AI League, launched by Amazon Web Services (AWS), expanded its reach to the Association of Southeast Asian Nations (ASEAN) last year, welcoming…

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Architecture
Categories Artificial intelligence

Deploy AI agents on Amazon Bedrock AgentCore using GitHub Actions | Amazon Web Services

  • By
  • January 16, 2026

Recently, AWS announced Amazon Bedrock AgentCore, a flexible service that helps developers seamlessly create and manage AI agents across different frameworks and models, whether…

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How to Build a Safe, Autonomous Prior Authorization Agent for Healthcare Revenue Cycle Management with Human-in-the-Loop Controls
Categories Artificial intelligence

How to Build a Safe, Autonomous Prior Authorization Agent for Healthcare Revenue Cycle Management with Human-in-the-Loop Controls

  • By Asif Razzaq
  • January 16, 2026

def _now_iso() -> str: return datetime.utcnow().replace(microsecond=0).isoformat() + "Z" def _stable_id(prefix: str, seed: str) -> str: h = hashlib.sha256(seed.encode("utf-8")).hexdigest()[:10] return f"{prefix}_{h}" class MockEHR: def __init__(self):…

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Diagram showing the limitations of a single agent workflow
Categories Artificial intelligence

How the Amazon AMET Payments team accelerates test case generation with Strands Agents | Amazon Web Services

  • By
  • January 15, 2026

At Amazon.ae, we serve approximately 10 million customers monthly across five countries in the Middle East and North Africa region—United Arab Emirates (UAE), Saudi…

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Build a generative AI-powered business reporting solution with Amazon Bedrock | Amazon Web Services
Categories Artificial intelligence

Build a generative AI-powered business reporting solution with Amazon Bedrock | Amazon Web Services

  • By
  • January 15, 2026

Traditional business reporting processes are often time-consuming and inefficient. Associates typically spend about two hours per month preparing their reports, while managers dedicate up…

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DeepSeek AI Researchers Introduce Engram: A Conditional Memory Axis For Sparse LLMs
Categories Artificial intelligence

DeepSeek AI Researchers Introduce Engram: A Conditional Memory Axis For Sparse LLMs

  • By Asif Razzaq
  • January 15, 2026

Transformers use attention and Mixture-of-Experts to scale computation, but they still lack a native way to perform knowledge lookup. They re-compute the same local…

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Architecture diagram showing AgentCore Runtime system workflow from Slack user interaction through AWS services to specialized worker agents accessing GitHub and Amazon Bedrock KnowledgeBase.
Categories Artificial intelligence

How AutoScout24 built a Bot Factory to standardize AI agent development with Amazon Bedrock | Amazon Web Services

  • By
  • January 14, 2026

AutoScout24 is Europe’s leading automotive marketplace platform that connects buyers and sellers of new and used cars, motorcycles, and commercial vehicles across several European…

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