Technology Updates.
Breaking down the tech trends that matter for marketers and brand builders.
Private AI on Your Own Hardware: What It Costs, How Fast It Runs, and When It Pays Back
The 96 GB graphics card most private AI builds are sized around launched at about $8,565. Nvidia's own store now lists it at $16,000. Here is how to size a private deployment, what it really costs, and when owning beats renting AI by the seat.
Everyone Is Collecting Flow Codes. We Ran the A/B, and the Seed Image Decides
Two paid plans failed the same product-video test. The obvious conclusion was that the models were not good enough yet. That conclusion was wrong — and a controlled A/B, same model and same prompt with one variable changed, showed where the control actually lives.
The Agentic Web: How AI Agents Are Rewriting the Rules of Business
AI agents complete goals on their own across tools, APIs and decisions. What the shift from chatbots to agentic AI means for your business, where it fails, and where to start.
What Exactly is Web 3.0? The 2026 Reality Check
We were promised a decentralized internet owned by users. Then came the crypto winter, the NFT crash, and the AI revolution. Here's what Web 3.0 actually became — and what still matters in 2026.