How Antigravity Evaluates a LangGraph Agent
Manual code tweaking isn't a testing strategy. Here is how to actually evaluate AI agents for production. For more information, check out the Agent Clinic episode linked below the title.
Google Cloud Tech
AI agents
4,548 stories
Attempts to Keep Humans in the AI Loop May Actually Push Them Out
A crucial safeguard against AI agents going rogue—keeping humans in the loop to review and approve their decisions—will fail unless designers and users change their current practices, a trio of leading AI ethics researchers argue.Though most autonomous agents have systems to keep users in the loop…
IEEE Spectrum AI4 min read
How (and Why) to Build an AI Agent from Scratch in Python
In this article, you will learn what an AI agent is and how to build one from scratch in plain Python using the Anthropic API,...
Machine Learning Mastery Blog9 min read
Agentic security: Enterprises rely on OpenAI most to secure AI agents, and those that do are nearly three times as likely to say attackers are ahead
VentureBeat Intelligence surveyed respondents at organizations with 100 or more employees in August about how they secure AI agents. OpenAI's guardrails are now the most common primary security layer for enterprise AI agents.
VentureBeat AI20 min read
Agentic reliability and evaluations: Fewer enterprises plan to let AI agents ship production changes on automated checks alone — 56% allow it or plan to, down from 75% in July
VentureBeat Intelligence surveyed respondents at organizations with 100 or more employees in its August VB Pulse survey. We asked about AI agent evaluation and production failures, whether agents may push changes to production with no human review, and which evaluation platforms enterprises…
VentureBeat AI20 min read
Agentic context layers: 64% of enterprises traced a confidently wrong AI agent answer to problems in their own company data in the past six months
VentureBeat Intelligence surveyed respondents at organizations with 100 or more employees in August 2026. We asked where their AI agents get business context and whether those agents had given wrong answers traced to that context, once or more than once.
VentureBeat AI18 min read
Agentic orchestration: Model makers are selling their own AI agent platforms, but only 2% of enterprises say the model was the main reason they chose one
For the August VB Pulse, VentureBeat Intelligence surveyed respondents from organizations with 100 or more employees. We asked which agent orchestration platforms they run and why, what they plan to adopt next, where they expect agent control to sit and how they stop runaway agent spending.Read more
VentureBeat AI22 min read
Meta Muse Explained: What It Is, How It Works, and What It Can Do
On September 8, 2026, Meta launched Muse, a personal AI agent designed to do more than just answer questions. Muse can browse websites, connect to your apps, send emails, make purchases, fill out forms, manage longer-running goals, and continue working even after you close the app.
KDnuggets10 min read
Presentation: Building Reusable Evaluation Frameworks for Agentic AI Products
Susan Chang explains how Elastic transitioned from siloed, ad-hoc AI agent evaluations to a unified, production-grade framework. She discusses balancing LLM-as-a-judge with deterministic rules, bridging Python data science evals with TypeScript production code, and implementing deep tracing to…
InfoQ - AI/ML/Data32 min read
Article: The Platform Engineering Playbook for Production LLMs
In this article, author discusses his experience with AI agent hallucinations in an inventory recommendation system and how this problem was solved by treating the LLM stack as a platform infrastructure concern instead of as an application one.
InfoQ - AI/ML/Data31 min read
Meta's Muse is already pulling one CEO's purchases away from Amazon
Leif Abraham, Public's co-CEO, told Business Insider he wants vintage wines and fancy Levi's jeans. Meta's Muse AI agent buys them for him.
Business Insider - AI3 min read
Wikipedia operator says OpenAI’s ‘rogue’ bots may be linked to a May outage
Following many recent disclosures about AI agents accessing third-party websites and services, the Wikimedia Foundation, which hosts Wikipedia, says that it "can confirm that we have discovered some activity" by "rogue" OpenAI agents on Wikimedia platforms.
The Verge - AI2 min read
Sam Altman says ‘some bad things’ will happen, but AI is totally worth it
Sam Altman thinks that the benefits of AI will be so great that "the world should accept some bad things happening" along the way. The OpenAI CEO pointed to hacks, scams, and "other bad things" as costs society should expect to tolerate because "people will do tremendously orders of magnitude more…
The Verge - AI3 min read
The LLM Blindspot: Why Models Forget What’s in the Middle of Your Prompt
In this article, we’ll look at why LLMs have this bias against middle information.
ByteByteGo — System Design and Tech12 min readReviewBench: An open benchmark for AI code review
We’re launching ReviewBench, a benchmark for code review agents built on representative GitHub pull requests, multi-source ground truth, calibrated evaluation, and production-aligned metrics. The post ReviewBench: An open benchmark for AI code review appeared first on The GitHub Blog.
GitHub AI Engineering Blog11 min read
Open and Emergent Problems in Agentic Privacy and Security: A Contextual Angle
We're rapidly transitioning to a computing landscape defined by highly general, increasingly autonomous agents. Driven by large language models (LLMs) that can dynamically generate plans and invoke external tools, these systems offer the potential for AI to seamlessly handle complex, multi-step…
Google Research Blog7 min read
The State of Venture Q3’26: How potential record funding masks a weakening market
The post The State of Venture Q3’26: How potential record funding masks a weakening market appeared first on CB Insights Research.
CB Insights AI1 min read
TikTok rolls out an AI shopping assistant and one-click checkout
TikTok describes its new Shopping Assistant as a conversational AI agent designed to help users discover and purchase products.
TechCrunch3 min read
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