The Web Is Growing A Second Layer – Almost A Third Head

Google shipped two new specs weeks apart. Here's what OKF and ARD actually do, how they differ from LLMs.txt and MCP, and ...
HackerNoon

The Race to Build AI’s Context Layer Is Really About Meaning

Context graphs, graph memory, and ontologies for AI are converging. What does this mean for enterprise AI in 2026?

Google kills Tenor GIF API, forcing changes at X, Discord, and more

Google is so famous for killing products that there’s a whole virtual graveyard you can explore. Google’s latest shutdown now ...

OpenAI's updated GPT-5.5 Instant is better at shopping, complex constraints, and understanding user intent — and it's already in the API

OpenAI is moving away from models that require heavy hand-holding and toward systems that can better infer the user’s goal, ...
GitHub

Spring AI Alibaba

Spring AI Alibaba Admin is a one-stop Agent platform that supports visualized Agent development, observability, evaluation, and MCP management, etc. It also integrates with open-source low-code ...

7,000 Langflow servers are under attack. LangGraph and LangChain have the same holes

Attackers are actively exploiting path traversal and SQL injection in Langflow, LangGraph, and LangChain — below where your security tools look.
Searchenginejournal.com

The Integrity Graph: The Missing Infrastructure Layer For AI Visibility

Most schema audits evaluate pages in isolation. The real gap is relationship integrity, and that's what AI systems need to synthesize, recommend, and act. A recent announcement from Common Crawl ...