Navigating the agentic future.

Mercury puts diffusion language models in production, cutting latency and cost for real apps. Learn how this enables instant agent loops, on-device copilots, and streaming UIs with first drafts under a second.

Fall 2025 was the moment embodied AI left the browser. Learn what changed in the stack, why policy must become code, how liability and labor shift, and the concrete steps cities and operators should take next.

An AI office manager that hires vendors, tracks budgets, and closes tickets without hand-holding is a turning point. Here is why operations is the fastest wedge for agentic AI and how to pilot one in 90 days.

Amazon has made Bedrock AgentCore generally available with long lived sessions, an agent to agent protocol, an MCP and IAM powered tool gateway, and CloudWatch observability. Here is how this reshapes cost, governance, and model choice.

MuleRun’s 2.0 launch marks a shift from agent demos to deployable digital labor. Here is why marketplaces for AI work matter now, how startups and enterprises should act, and what will separate winners in 2026.

A new wave of controllable thinking modes makes time the real unit of AI. When you can dial how long a model thinks, product defaults, SLAs, routing, and UX all change. The real question is who sets the budget.

Notion 3.0 upgrades AI from chat to action. Agents can work across pages and databases for up to twenty minutes with memory stored as content. Learn how to pilot safely, design jobs, and choose native agents or external orchestration.

On November 5, 2025, Let’s Do This unveiled Nova, a beta AI growth agent that lives inside event registration. Instead of suggesting, it executes pricing, campaigns and referrals to lift entries, revenue and satisfaction.

As AI agents learn to see and click like people, the screen stops being a skin and becomes governance. Explore how UI treaties, clickstream audits, and accessibility reshape power, policy, and product strategy in 2026 and beyond.

TIME and Scale AI launched an archive-native agent on November 10, 2025 that answers with provenance and takes actions like audio briefings. Here is the playbook for publishers to copy and how it shapes 2026.

TinyFish raised 47 million dollars to scale browser-native web agents for enterprise automation. Here is why the browser-as-API model is surpassing RPA and scrapers, and how to adopt it with safeguards that hold up in audits.

A courtroom fight over millions of chat logs made one lesson clear in 2025: AI must ask permission and prove its work. Teams that ship trusted memory, proof-carrying outputs, and auditable agents will win.

Vercel’s Marketplace and AI SDK 6 treat agents and key services as installable building blocks with unified billing, observability, and versioned updates. See how this model shortens the path from proof to production for real teams.

LangChain’s LangSmith Deployment hits 1.0 with stable LangGraph, one-click GitHub deploys, time travel debugging in Studio, persistent memory, and built-in observability so your agent demos become durable, compliant services.

Meta will use your AI chat interactions to shape feeds and ads. Prompts replace clicks as real time preference graphs read intent in the moment, and builders need a clear plan for consent, controls, and portability.

At SAP TechEd in Berlin on November 5, SAP introduced Joule Studio and a wave of Joule Agents that shift ERP from a passive system to an agentic control plane. Here is what shipped, what is next by December 2025, and how to build governed agents.

GPT-5.1 reframes AI around persona, not just capability. By pairing Instant and Thinking styles with tone controls and metered reasoning, teams can specify how an assistant behaves, what it refuses, and how hard it thinks before it speaks.

Databricks Agent Bricks promises a measured path from lakehouse data to production AI agents. Here is what shipped, why it matters, a week by week playbook, and how to launch with governance, observability, and cost control.

ProRata's Gist Answers brings licensed, attribution-first AI search onto publisher domains. Learn how this model reshapes discovery, ad revenue, and data rights, plus the metrics and 90-day playbook to win the next year.