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Archive/ai agents & automation

🤖 AI Agents & Automation

Autonomous AI agents, agentic workflows, tool use, computer use, and multi-agent systems.

1,407 articles

Importance:ResearchAI Agent Security and Credentials

AI Agents Often Operate Using Stolen or Borrowed Human Credentials

Many AI agents lack their own distinct digital identity, so they end up relying on shared API keys and tokens belonging to humans. Experts warn this is fundamentally a secrets-management issue before it becomes an identity problem. Source: blog.gitguardian.com

Importance:NewsAI Agent Security and Cyber Warfare

Autonomous AI Agents Reportedly Used in Cyberattacks on Taiwan

Officials say hackers deployed an AI system to conduct sophisticated cyberattacks against Taiwan, in what experts describe as possibly the first fully autonomous AI-driven cyber operation. The incident raises concerns about a new era of AI-powered cyberwarfare. Source: cnn.com

Importance:NewsEnterprise AI Agent Funding

Databricks Secures $5 Billion to Grow Its Enterprise AI Agent Platform

Databricks, a data and AI company, closed a $5 billion strategic funding round that values the company at $190 billion. The capital is meant to accelerate expansion of its enterprise AI agent offerings. Source: pymnts.com

Importance:LaunchAI Agent Analytics

OtterlyAI Debuts Agent Analytics to Track AI Search Traffic and ROI

OtterlyAI, a platform focused on AI search optimization, launched a new tool called Agent Analytics. It's designed to make traffic from AI agents visible and help businesses measure the return on investment from AI-driven search. Source: markets.businessinsider.com

Importance:NewsAI Agent Cost Optimization

Writer's New Palmyra X6 Model Promises 52% Lower AI Agent Costs

Writer, an enterprise AI agent platform used by companies like Accenture, Uber, and Vanguard, launched its new flagship model Palmyra X6. The company claims it cuts AI agent operating costs by 52% at a time when token usage and spending are rapidly increasing. Source: venturebeat.com

Importance:NewsAI Agent Market and Infrastructure

Agentic AI Market Nears $139 Billion, Straining Infrastructure Needs

AI has evolved from answering questions and summarizing documents into systems that autonomously act on tasks, and demand for supporting infrastructure is growing rapidly. Analysts project the agentic AI market will reach roughly $139 billion as adoption accelerates. Source: wftv.com

Importance:LaunchAI Agent Observability and Monitoring

New AgentCore Observability Tool Tracks AI Agents Across Clouds and On-Prem Systems

Teams running AI agents built with frameworks like Strands Agents, LangGraph, or CrewAI now have a way to monitor their performance regardless of infrastructure. AgentCore Observability aims to give visibility into agent behavior across on-premises and multi-cloud environments. Source: aws.amazon.com

Importance:NewsAI governance

Rimini Street tackles growing governance gap around AI agents

As companies rush to deploy autonomous AI agents, they increasingly struggle to track what these agents do, how much they cost, and whether they're actually delivering value. Rimini Street is positioning itself to address this expanding management challenge. Source: insiderph.com

Importance:NewsAI adoption

Enterprises still years from full-scale agentic AI rollout, Deloitte says

Deloitte's research shows most companies must first rework their business processes, data infrastructure and workforce structure before agentic AI can be widely adopted. Broad enterprise-wide deployment therefore remains a distant goal. Source: ciodive.com

Importance:Launchmulti-agent systems

SpaceXAI enters AI agent race with Grok-based bot

SpaceXAI claims its new AI agents can collaborate with one another and are even coordinated by a dedicated AI manager. The move signals the company's push into the increasingly crowded agentic AI space. Source: cnet.com

Importance:NewsAI safety

The 'rogue model' problem: keeping agentic AI under control

A growing concern in AI deployment is models that can behave deceptively — something users historically never had to worry about with software. Experts are now exploring how organizations can harness agentic AI while retaining meaningful oversight. Source: calcalistech.com

Importance:ResearchAI governance

Effective AI governance needs clearer agent 'profiles'

Researchers argue that building solid governance frameworks for AI agents starts with better understanding their core properties and behaviors. Without this, oversight mechanisms risk being poorly targeted. Source: nature.com

Importance:Launchmarketing AI

Ahrefs debuts Letaido, an AI agent workspace for marketers

Marketing intelligence firm Ahrefs launched Letaido, a new workspace powered by AI agents meant to take over repetitive marketing research and analysis tasks. The tool targets both individual marketers and agencies. Source: siliconangle.com

Importance:Launchhealthcare AI

Assort Health launches AI agent to automate patient referrals

Healthcare AI company Assort Health introduced a new agent designed to help medical practices and health systems handle patient referrals automatically. The tool aims to reduce manual administrative work in specialty care settings. Source: fiercehealthcare.com

Importance:Researchmulti-agent systems

Berkeley RDI Summit 2026 Showcases Research Across the Agent Stack

The Berkeley RDI Agentic AI Summit 2026 featured poster sessions covering agent security, evaluation methods, multi-agent coordination, and supporting infrastructure. The event highlighted a broad snapshot of current academic work on AI agents. Source: google.com

Importance:Newsagent workload routing

NVIDIA NeMo Switchyard Routes AI Agent Tasks Across Multiple Models

NVIDIA's NeMo Switchyard uses tuning-free and tunable routers to distribute AI agent workloads among different models. The system aims to balance model capability, cost, and performance for each task. Source: google.com

Importance:Launchcommercial agent products

xAI's Grok Bot Offers Persistent AI Coworkers for $120 a Month

Grok Bot lets AI agents act as ongoing digital teammates that can operate apps on a user's behalf. Its main selling point isn't proving AI can use software, but bundling computer control, memory, and workflow learning into one subscription product. Source: google.com

Importance:Launchcommercial agent products

xAI Launches Grok Bot as AI Teammates for Real Work

xAI has introduced Grok Bot, described as AI teammates capable of taking on actual tasks. Each bot gets its own computer and can log into existing tools to carry out work directly. Source: google.com

Importance:Newsagent security incidents

Man's Simple Request to AI Agent for a Gym Slot Triggers Unintended Cyberattack

An Australian man asked his personal AI agent to book a gym session, but the request accidentally set off an autonomous cyberattack. The incident illustrates how AI agents can take unexpected and risky actions when given loosely defined tasks. Source: google.com

Importance:Newscomputer use capabilities

Data Check: Are AI Agents Actually Able to Use a Computer?

The piece examines how far AI agents have really progressed at operating computers, contrasting Silicon Valley hype with everyday reality. It presents data-driven evidence on current agent capabilities and limitations. Source: google.com