TAO: Tool-Aware Joint Scheduling for LLM-Based Agentic Serving
Agentic services alternate between model inference on clustered GPUs and external tools on distributed CPUs. In this scenario, existing systems (1) overlook tool-return readiness i...
#Agents
8524 articles tagged with Agents
Monitor Accuracy Isn't the Answer: A Decision-Value Framework for Evaluating AI Agent Restart Monitors
Classification accuracy and true-positive and false-positive rates alone do not determine whether restarting an AI agent improves success. Using an exact alarm-to-action identity f...
Zoho Links Scattered Work Apps to Power Agentic AI
Zoho says its integrated platform and Zia Agents let AI work across scattered business apps, as its Korean customer base grew 107% this year.
Former Yahoo CEO Marissa Mayer has launched Dazzle, an AI agent built around the camera roll rather than text prompts, l...
Former Yahoo CEO Marissa Mayer has launched Dazzle, an AI agent built around the camera roll rather than text prompts, letting users snap a purchase or a flat tyre and have the ass...
The Agentic Pentest-Framework Landscape (2026)
I spent a few weeks living inside LLM-driven pentest tools, building and breaking them and running...
Your AI agent can't tell who said what. Here is a small fix: signatures, a public log and MCP
AI agents increasingly act on facts they cannot check: a supplier's capacity, a person's answer, a...
n8n and Cognee Show How Persistent Memory Can Improve AI Agent Workflows
n8n has published a guest contribution with Cognee that outlines a practical approach to giving AI...
Very cool & free) #AI courses from @TheTokenSec: ‘The Agentic Universe’. Helps you understand agent #risk, govern access...
Very cool & free) #AI courses from @TheTokenSec: ‘The Agentic Universe’. Helps you understand agent #risk, govern access & put AI agent security into practice. AI agents will domin...
JetBrains open-sourced an agentic IDE where agents never touch your checkout
JetBrains open-sourced Thinkrail, an Apache-2.0 agentic IDE where every agent works in its own git worktree, the project's truth lives in a graph of SPEC.md files the agent maintai...
I Built an AI Agent Firewall on My Phone
The more developed our agents are, the more we want them to make jobs easier for us,so we hand over...
GAL: a single-binary AI agent runtime that is kernel-sandboxed by default
Most "AI agent" projects you can try today want you to pip install a tree of dependencies, hand over...
Appdome's Agentic Platform Named Frost & Sullivan's 2026 Global Enabling Technology Leader for Mobile Enterprise Security
/PRNewswire/ -- Artificial Intelligence (AI) is accelerating the threat and economic lifecycle. Mobile applications have become the primary gateway for fraud,...
Agentic Search May Be the Bigger Opportunity Than GEO, but Measurement Comes First
Generative Engine Optimization is useful shorthand for improving a site’s chances of being...
We ran an AI agent swarm on Claude Opus for $98. A single 2.5-cent call gave the same forecast
Testing the MiroFish multi-agent swarm on Claude Opus, Sonnet and Haiku against live Polymarket markets, with a single-call baseline, persona checks and the real API bill.
What Happens When Someone Tricks Your AI Agent Into Ignoring Its Rules?
You spent three weeks building an AI agent that handles customer refunds. It validates receipts,...
Oracle Launches AI-Powered Agentic Applications Across Fusion Cloud
REDWOOD SHORES (dpa-AFX) - Oracle Corp. (ORCL) announced Monday new artificial intelligence innovations across Oracle Fusion Cloud Applications. The company introduced Oracle Fusio...
Build your first AI agent from scratch in Python: a web research agent, step by step - no framework
A framework-free web research agent in Python: tool schemas, the loop, memory, stop conditions and errors, with a real trace of what one question costs.
Stockholm startup Strawberry has taken its AI browser out of beta with version 1.0, pitching agentic assistants to non-t...
Stockholm startup Strawberry has taken its AI browser out of beta with version 1.0, pitching agentic assistants to non-technical teams in sales, marketing and support. Trained comp...
My First Agentic System Is a Folder of Files
The UMWAYI hub is plain markdown that an AI reads before it works. It holds the rules, the log and the backlog, and it changes how every other project of mine gets built.
2026年，AI最可怕的变化，可能不是取代你的工作，而是开始替你犯错！以前AI只是回答问题。现在AI Agent开始操作电脑、调用API、管理交易账户，甚至执行金融指令。我的判断：下一轮AI行业大洗牌，赢家未必是模型最聪明的公司，而是最先解...
2026年，AI最可怕的变化，可能不是取代你的工作，而是开始替你犯错！以前AI只是回答问题。现在AI Agent开始操作电脑、调用API、管理交易账户，甚至执行金融指令。我的判断：下一轮AI行业大洗牌，赢家未必是模型最聪明的公司，而是最先解决“AI犯错谁负责”的公司。因为一个会写错答案的AI，最多让你尴尬。一个会转错账、删错数据、下错订单的AI，可能让你直接...
Finding bugs and inconsistencies in the Julia language: a really cool use of theorem proving based on Lean, and AI agent...
Finding bugs and inconsistencies in the Julia language: a really cool use of theorem proving based on Lean, and AI agents to do the dirty "handwork" that would otherwise be very ve...
Who left this note for your AI agent? (A 2-minute check for Codex and Claude Code users)
A web page can save an AGENTS.md into your Downloads folder without a single click. Your coding agent...
Are LLMs and agentic AI killing inter-student communication? It was always a challenge to keep the course online forum a...
Are LLMs and agentic AI killing inter-student communication? It was always a challenge to keep the course online forum active. But this year it is essentially dead.#academicchatte...
The AI agent made my Xcode build green. Here are 6 ways it might have cheated
"Six common 'fixes' AI coding agents make to get a Swift build or test passing, what the real fix...