What Do Common AI Terms Like LLM and Token Actually Mean?
A plain-language glossary of the AI terms you'll actually run into — from large language model and token to RLHF, hallucination, and AI agent.
Read more →AI Agents
AI agents are systems that can pursue multi-step goals on their own — writing code, browsing the web, or completing tasks — without waiting for human input at every step. This hub explains how agents work and follows the tools and news around them.
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AI Training Startup Prime Intellect Raises $130M, Hits $1B Valuation
Prime Intellect raised a $130 million Series A led by Radical Ventures, valuing the AI infrastructure startup at $1 billion as it helps businesses train and run their own AI agents.
Read more →Meta Launches Muse Spark 1.1 to Compete on AI Coding
Meta Superintelligence Labs opened a public preview of Muse Spark 1.1, a paid agentic coding model with a 1-million-token context window, taking on OpenAI and Anthropic.
Read more →What Is Prompt Injection — and How Does It Differ From Jailbreaking?
Prompt injection hides malicious instructions inside the text an AI reads, hijacking what it does — a distinct, growing risk from jailbreaking that matters most for AI agents.
Read more →What Is AI-Powered Code Security Auditing — and How Does It Work?
AI agents can now scan millions of lines of code for vulnerabilities in hours instead of years. Here's what AI-powered code security auditing is and how it actually works.
Read more →What Is Claude Code — and How Does It Actually Work?
Claude Code is Anthropic's agentic coding tool that reads, edits, and tests real codebases from the terminal. Here's how it works, what it costs, and how to try it.
Read more →What Is Agentic Commerce — and How Does AI Shopping Work?
Agentic commerce lets an AI agent finish a purchase inside a chat instead of a website checkout. Here's how the payment protocols behind it actually work.
Read more →What Is Agentic Malware? AI That Attacks Without a Human
Agentic malware lets an AI agent plan and execute an entire cyberattack — recon to ransomware — with little human input. Here's what makes it different and why it matters.
Read more →What Is Usage-Based AI Pricing — and Why Are Companies Adopting It?
AI providers are replacing flat subscriptions with metered, pay-per-token billing for heavy and agentic use. Here's what usage-based pricing means and why the shift is happening now.
Read more →JADEPUFFER: First Fully Autonomous AI Ransomware Attack
Sysdig researchers documented JADEPUFFER, a ransomware attack they say was carried out end-to-end by an autonomous AI agent, from initial breach to database extortion.
Read more →What Are AI Agents — and What Can They Actually Do?
AI agents are AI systems that can pursue multi-step goals on their own — writing code, browsing the web, filling forms — without waiting for human input at every step. Here's what they are, how they work, and how to try one today.
Read more →Zuckerberg Admits Meta's AI Agent Push Is Running Behind Schedule
At an internal town hall, Meta CEO Mark Zuckerberg conceded that AI agent development has not "accelerated in the way" the company expected, despite a $145 billion infrastructure commitment and a major workforce reorganization.
Read more →Anthropic Launches Claude Sonnet 5 With Near-Flagship Performance at Lower Cost
Anthropic released Claude Sonnet 5 on June 30, delivering near-Opus-level reasoning and agentic capabilities at introductory API pricing of $2 per million input tokens.
Read more →OpenAI Releases GeneBench-Pro to Test AI in Biology Research
OpenAI has released GeneBench-Pro, a 129-problem benchmark that tests whether AI agents can exercise the judgment-intensive analytical reasoning required for real-world computational biology research.
Read more →Alibaba Releases Qwen-AgentWorld to Simulate AI Agent Environments
Alibaba's Qwen team released a language world model that learns to predict agent environment states across seven domains, offering a new approach to training AI agents without live systems.
Read more →Figma Launches Native Animation Tool and Upgraded AI Agent at Config 2026
At its annual Config conference on June 24, Figma introduced Motion, a built-in timeline animation tool, and an upgraded Design Agent with reusable skills, external connectors to Notion and GitHub, and AI-generated shader fills.
Read more →Liquid AI Ships 230M Open Model for On-Device AI Agents
Liquid AI released LFM2.5-230M, a 230-million-parameter open-weight model that runs AI agent tasks at 213 tokens per second on a phone CPU and 42 tokens per second on a Raspberry Pi — without a cloud connection.
Read more →ByteDance Doubao Seed 2.1 Claims Parity With GPT-5.5 on Agent Tasks
ByteDance launched Doubao Seed 2.1 Pro and Turbo on June 23, claiming top scores on coding and agent benchmarks and parity with GPT-5.5 and Claude Opus 4.7.
Read more →What Is an AI Agent? A Plain-Language Guide
An AI agent is software that can plan, make decisions, and take actions on your behalf — going far beyond a basic chatbot. Here is how they work and where to try one.
Read more →Most Deployed AI Agents Have No Published Safety Evaluations
A multi-institution index of 30 deployed AI agents finds that 25 lack published internal safety results and 23 have no third-party testing, raising urgent questions as agentic systems take on increasingly consequential tasks.
Read more →Amazon Launches Alexa+ Agentic Ads for In-Conversation Purchases
Amazon's new Alexa+ Agentic Ads format lets customers move from seeing an ad to completing a purchase entirely within a conversation — no app-switching required.
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