AI agent

An AI agent is a software entity that uses artificial intelligence techniques to perceive its environment, process information, and take actions-autonomously or semi-autonomously-to achieve specific goals. It typically involves components for sensing (input), reasoning or decision-making, and acting (output), and may learn or adapt its behavior over time based on experience or data.
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  1. AWS ADOP Targets Data Pipeline Onboarding With AI Agents

    AWS ADOP Targets Data Pipeline Onboarding With AI Agents

    AWS Puts Agentic Data Operations Into the Data Stack AWS has described Agentic Data Operations Platform, or ADOP, as a reference architecture for using AI agents to generate governed data pipeline artifacts. The company says the pattern is built on Amazon Bedrock and is aimed at moving...
  2. Amazon Bedrock AgentCore Gateway maps AI agent access risks

    Amazon Bedrock AgentCore Gateway maps AI agent access risks

    AWS Frames Agent Tool Access As A Governance Layer AWS has outlined a four-scope approach for governing how AI agents reach enterprise tools through Amazon Bedrock AgentCore Gateway. The post treats agent connectivity as an identity, policy and audit problem rather than only an integration...
  3. Amazon Bedrock AgentCore Adds Natural-Language Policies

    Amazon Bedrock AgentCore Adds Natural-Language Policies

    AWS turns prose policy rules into agent controls AWS says Policy Authoring in Amazon Bedrock AgentCore can now convert natural-language policy documents into Dogwood specifications for agent controls. The update focuses on runtime governance for AI agents, including restrictions that depend on...
  4. Amazon Bedrock AgentCore cloud migration framework detailed

    Amazon Bedrock AgentCore cloud migration framework detailed

    Inside AWS's agentic migration framework AWS has detailed how its Professional Services team uses a multi-agent framework on Amazon Bedrock AgentCore to automate parts of large enterprise cloud migrations. The company says the approach reduced infrastructure-as-code development from 3-4 weeks...
  5. Amazon Bedrock AgentCore Adds Runtime Web Search Filters

    Amazon Bedrock AgentCore Adds Runtime Web Search Filters

    AWS Tightens Source Control for AgentCore Web Search AWS says Web Search on Amazon Bedrock AgentCore now supports runtime domain and published-date filtering. The release gives developers per-call control over which web domains an agent may search and how recent returned sources must be. AWS...
  6. Android TV cleanup guide uses AI agents but warns of risks

    Android TV cleanup guide uses AI agents but warns of risks

    A cautious route to cleaning up Android TV bloat A public guide at tv.cobanov.dev describes a way to make a sluggish Android TV feel cleaner by disabling unused factory apps rather than uninstalling them. The method is framed around an AI coding agent, but the most useful part may be the warning...
  7. Amazon Bedrock AgentCore Payments Reaches General Availability

    Amazon Bedrock AgentCore Payments Reaches General Availability

    AWS moves agentic payments from preview to production AWS says Amazon Bedrock AgentCore Payments is now generally available, moving its managed payment layer for AI agents from preview into production use. The service is designed to let developers equip agents to pay for paid APIs, model context...
  8. Axonius Keeps Silo Model for AI Agents on Bedrock AgentCore

    Axonius Keeps Silo Model for AI Agents on Bedrock AgentCore

    Inside Axonius's dedicated-runtime agent design Axonius has kept its silo-style SaaS architecture as it adds AI agents, according to an AWS technical case study. The cybersecurity company is using Amazon Bedrock AgentCore with a dedicated runtime for each customer, private VPC connectivity and...
  9. OpenAI Persistent Codex Agent Mode Is Tested, Not Launched

    OpenAI Persistent Codex Agent Mode Is Tested, Not Launched

    OpenAI Tests a More Persistent Direction for Codex OpenAI is testing a new “Persistent mode” for Codex, according to WIRED, but the company says it has no immediate plan to launch the feature. The reported work points to a more proactive class of AI agent that can keep working beyond a single...
  10. NVIDIA Nemotron 3.5 Lightning lands in SageMaker JumpStart

    NVIDIA Nemotron 3.5 Lightning lands in SageMaker JumpStart

    AWS adds NVIDIA's agent-focused open model to JumpStart AWS says NVIDIA Nemotron 3.5 Lightning is now available in Amazon SageMaker JumpStart, giving developers a managed path to deploy the open model without configuring serving infrastructure themselves. The model targets high-volume agentic...
  11. AWS links OpenClaw agents to bounded AgentCore payments

    AWS links OpenClaw agents to bounded AgentCore payments

    OpenClaw adds a controlled path for agent payments AWS has published an OpenClaw integration that lets an autonomous agent make approved payments through Amazon Bedrock AgentCore payments. The pattern connects OpenClaw, the aws-agents-pay plugin and the x402 protocol so an agent can access...
  12. AI manager Claude fired a human worker in retail experiment

    AI manager Claude fired a human worker in retail experiment

    Claude workplace test puts AI authority on the floor A TIME report says an experimental version of Claude helped run a San Francisco retail store and ultimately fired one worker. The case is narrow, but it matters because the workers were real employees under contracts, not simulated agents. The...
  13. Andon Labs Tests AI Agents Running Real-World Businesses

    Andon Labs Tests AI Agents Running Real-World Businesses

    A live testbed for AI-run organizations Andon Labs is positioning its work around a specific risk: future AI agents may act too quickly or too continuously for people to supervise every operational step. The group says it is building a Safe Autonomous Organization by launching and scaling...
  14. Binance Agent OS lets AI agents trade with user-set limits

    Binance Agent OS lets AI agents trade with user-set limits

    AI trading agents arrive inside Binance Binance has launched Agent OS, a platform that lets developers connect AI applications to its crypto infrastructure so agents can analyze markets and execute trades for users. TechCrunch reported the launch based on interviews and company details...
  15. Ethereum Opens AI Challenge for Hash-Based SNARK Security

    Ethereum Opens AI Challenge for Hash-Based SNARK Security

    Ethereum formal verification challenge targets SNARK proof gaps The Ethereum Foundation has launched better.codes, an open autoresearch challenge focused on machine-checked security benchmarks for hash-based SNARKs. The project asks participants to use their own AI agents and tooling to improve...
  16. Cloudflare Adds Gateway Detection for MCP Traffic Controls

    Cloudflare Adds Gateway Detection for MCP Traffic Controls

    New network controls target unmanaged MCP use Cloudflare says it is adding Cloudflare One capabilities that detect inspected Model Context Protocol traffic and help administrators distinguish approved MCP Portal use from direct connections. The update is aimed at a growing security problem...
  17. AgentCore Observability Extends AI Agent Monitoring Beyond AWS

    AgentCore Observability Extends AI Agent Monitoring Beyond AWS

    AWS pushes AgentCore telemetry into mixed cloud estates AWS says Amazon Bedrock AgentCore Observability can be configured to monitor AI agents running outside AWS, including on-premises systems, Google Cloud Platform, Microsoft Azure and developer machines. The approach uses AWS Distro for...
  18. Gemini 3.7 Flash cuts AI agent costs as coding scores jump

    Gemini 3.7 Flash cuts AI agent costs as coding scores jump

    Google Is Making Powerful AI Agents Much Cheaper to Run Google has released Gemini 3.7 Flash only three weeks after Gemini 3.6 Flash, with a clear focus on coding, autonomous agents and lower operating costs. The new model reaches 65.3% on the DeepSWE software-engineering benchmark and 30.4% on...
  19. OneAdvanced Builds UK-Sovereign AI Agents on AWS Architecture

    OneAdvanced Builds UK-Sovereign AI Agents on AWS Architecture

    Inside OneAdvanced's UK-sovereign agent platform OneAdvanced has built a UK-sovereign AI platform on AWS by self-hosting Llama 4 models in the London region, according to a technical case study published by AWS. The system combines SageMaker AI endpoints, more than 50 task-specific agents on...
  20. NVIDIA Nemotron 3.5 Lightning Targets Local AI Agent Workflows

    NVIDIA Nemotron 3.5 Lightning Targets Local AI Agent Workflows

    NVIDIA Pushes Local Agentic AI With Nemotron 3.5 Lightning NVIDIA has expanded its Nemotron 3 family with Nemotron 3.5 Lightning, a customizable open 30B mixture-of-experts model aimed at always-on agents. The company says the model is designed for local deployment and can be fine-tuned for...
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