A demo shows ChatGPT and an MCP-connected creative studio turning a client brief into an editable marketing film in 12 minutes 54 seconds, using DaVinci Resolve, Blender, and ComfyUI.

Analysis of 100 websites found ChatGPT sent just 0.62% as many sessions as Google organic search. All LLMs combined reach 0.73%, and Google still delivers 27x more conversions.

The problem isn't your agent's logic. It's the documents feeding it. A reliable source of truth needs three layers: knowledge base, examples, and a test sandbox.

AI share of voice tracks how visible your brand is inside AI-generated responses compared to competitors. Here is what the metric actually tells you.

Hystax open-sourced OptScale Kompressor, a deterministic token compressor that cut real provider bills by 22.7% on Terminal-Bench 2.1 with no change to task success. MIT licensed on GitHub.

Cloud AI outages happen with no warning. A second assistant from a different vendor, loaded with your context, is the only real backup plan.

Cognition's Russell Kaplan says many coding tasks are now intelligence saturated, making cost and speed more important than raw model smarts. A 10-point intelligence edge now drives just 20% more developer traffic.

A data synthesis from 2026 surveys and company reports shows AI code generation ranges from 25% to 75% depending on who's counting. Here's what the numbers say.

Smart TV owners are using Claude Code and ChatGPT Codex to build custom home screens and strip out ads and bloatware from Android TV devices.

Kevin Indig analyzed 12 GA4 properties looking for hidden AI traffic in Direct. What he found instead: bots, flat engagement, and a 0.003% signal.

Hackers breached part of OpenCode's platform and stole user API keys. The open source Claude Code and Cursor alternative is now dealing with unauthorized AI charges.

Developers are using AI to vibe-code custom software that removes ads and unwanted features from smart TVs, leaving just the parts people actually want.