Generative Ai AI News & Research · DeepTrendLab

Overcoming reward signal challenges: Verifiable rewards-based reinforcement learning with GRPO on SageMaker AI

In this post, you will learn how to implement reinforcement learning with verifiable rewards (RLVR) to introduce verification and transparency into reward signals to improve training performance. This approach works…

Gemini API File Search: The Easy Way to Build RAG

Building a RAG system just got much easier. Google’s File Search tool for the Gemini API now handles the heavy lifting of connecting LLMs to your data. Chunking, embedding, indexing…

Introducing OS Level Actions in Amazon Bedrock AgentCore Browser

We’re announcing OS Level Actions for AgentCore Browser. This new capability unblocks these scenarios by exposing direct OS control through the InvokeBrowser API, so agents can interact with content visible…

AI and Agents Can Supercharge Your Business Model

Equity management firm Carta is an example of how enterprises can use AI and agents to transform and shape their businesses.

GPT-5.5 Boasts Coding Advancements, But Falls Short of Opus 4.7

While OpenAI has improved the model's coding and tool use ability, it still has room to improve in areas where Anthropic dominates.

I tried ChatGPT Images 2.0: A fun, huge leap - and surprisingly useful for real work

My ChatGPT Images 2.0 results were impressive, but occassionally wrong. Here's how it handles branding, text, and infographics.

ChatGPT Images Tool Upgraded With ‘Thinking’ Capability

The generative AI vendor continues to improve its top imaging model.

Supercharged scams

When ChatGPT was released to the public in late 2022, it opened people’s eyes to how easily generative AI could churn out vast amounts of human-seeming text from simple prompts.…

Designing Memory for AI Agents: inside Linkedin’s Cognitive Memory Agent

LinkedIn introduces Cognitive Memory Agent (CMA), generative AI infrastructure layer enabling stateful, context-aware systems. It provides persistent memory across episodic, semantic, and procedural layers, supporting multi-agent coordination, retrieval, and lifecycle…

AWS Announces General Availability of DevOps Agent for Automated Incident Investigation

AWS has announced the general availability of DevOps Agent, a generative AI–powered assistant designed to help developers and operators troubleshoot issues, analyze deployments, and automate operational tasks across AWS environments.…

Watch James Manyika talk AI and creativity with LL COOL J.

In the latest episode of our Dialogues on Technology and Society series, LL COOL J sits down with James Manyika.

Introducing Modular Diffusers - Composable Building Blocks for Diffusion Pipelines

Veo 3.1 Ingredients to Video: More consistency, creativity and control

Our latest Veo update generates lively, dynamic clips that feel natural and engaging — and supports vertical video generation.

Which image editing model should I use?

Here is the ultimate comparison post on all the latest image editing models.

How to prompt Veo 3 with images

You'll be surprised what you can do with AI video now.

Bria is now on Replicate

We've partnered with Bria to bring a suite of commercial-grade image generation and editing models to Replicate. Built entirely on licensed data, Bria’s tools are designed for enterprises and developers…

FLUX.1 Kontext from the community

FLUX.1 Kontext is everywhere - see what folks are cooking.

GenAI’s adoption puzzle

Generative AI chatbots might be a life-changing transformation in the nature of computing, that can replace all software, but so far, most of its users only pick it up every…

AI companies are pivoting from creating gods to building products. Good.

Turning models into products runs into five challenges

Accelerate Your AI Skills: Essential Generative AI Courses for Developers

Generative AI is a rapidly evolving field with a plethora of fascinating applications, from creating realistic images and videos to generating human-like text and beyond. As the technology advances, the…

Building AI products

How do we build mass-market products that change the world around a technology that gets things ‘wrong’? What does wrong mean, and how is that useful?

From Deep Learning Foundations to Stable Diffusion

Today we’re releasing our new course, From Deep Learning Foundations to Stable Diffusion , which is part 2 of Practical Deep Learning for Coders .

From Hot Wheels to handling content: How brands are using Microsoft AI to be more productive and imaginative

The post From Hot Wheels to handling content: How brands are using Microsoft AI to be more productive and imaginative appeared first on The AI Blog .