LinkedIn is reducing generic content and inauthentic engagement while expanding AI-powered Feed ranking. Here is what marketers can verify, what remains unknown, and how to build a cross-platform workflow that keeps human judgment, evidence, and disclosure intact.
Meta's Muse Spark 1.1 announcement introduces a public-preview model API for agentic, multimodal workflows. This guide explains confirmed capabilities, access limits, pricing unknowns, and a safer marketing pilot design.
Google's Gemini 3.7 Flash release brings a stable endpoint, temporary token rates, and claimed gains for coding and agents. This marketer-focused guide separates published facts from benchmark claims and shows how to run a controlled pilot.
Google Ads is changing language targeting for Search, AI Max and Performance Max. Use this late-September 2026 audit and API migration checklist.
A working AI agent cost-per-accepted-result calculator with current GPT-5.6 price presets, tool costs, reviewer time, acceptance rate and an evaluation template.
A complete OpenAI Agent Plugin build tutorial with a real package tree, Skill, read-only MCP server, manifest, tests, permissions and distribution path.
A practical operating guide to ChatGPT Work scheduled tasks for marketers, covering setup, context, permissions, monitoring, failures and durable state.
A hands-on Gemini Managed Agents tutorial for technical marketers: hooks, budgets, scheduled triggers, sandbox controls, approvals and failure recovery.
GPT-5.6 Luna is the ChatGPT default for Free and Go. This dated guide separates unlimited text access from tool limits and shows when to use Think.
A category-level comparison of Xirp, native coding agents and Spotify Portal—covering responsibilities, standardization, switching limits, scenarios and the no-benchmark boundary.