INSIGHTS / @126 LABS

Ideas, systems and
creative intelligence.

Field notes for brands, marketers and product teams using AI in real creative and commercial work.

AI Commercial Production Cost in Vietnam: A Practical Briefing Guide
FeaturedFilm & Commercial9 MIN

AI Commercial Production Cost in Vietnam: A Practical Briefing Guide

How brands can evaluate AI-assisted commercial production costs without mistaking a low generation fee for a finished advertising film.

2026.10.11Read article

AI Marketing & Advertising

AI Search & SEO

AI Creative Production

How to Choose an AI Creative Production Studio in Vietnam
AI Creative Production9 MIN

How to Choose an AI Creative Production Studio in Vietnam

An evidence-first buyer guide to assessing AI studios for commercials, visual campaigns, product launches and interactive creative technology.

2026.10.11Read
How to Build Consistent AI Campaign Visuals Across Every Format
AI Creative Production8 MIN

How to Build Consistent AI Campaign Visuals Across Every Format

A creative operations guide to image consistency, art direction, reference systems and human checkpoints in AI-enabled campaigns.

2026.10.11Read
How to Build Consistent AI Campaign Visuals Across a Brand
AI Creative Production8 MIN

How to Build Consistent AI Campaign Visuals Across a Brand

A practical production framework for maintaining art direction, product truth, people, scenes and campaign coherence across AI-assisted assets.

2026.10.11Read
Building an AI Content Production System for Always-On Marketing
AI Creative Production8 MIN

Building an AI Content Production System for Always-On Marketing

How to move from one-off generations to a repeatable content engine with briefs, brand rules, review gates and channel-ready outputs.

2026.10.03Read
Generative AI Brand Guidelines: Rules to Define Before You Scale
AI Creative Production7 MIN

Generative AI Brand Guidelines: Rules to Define Before You Scale

A practical brand-governance layer for AI imagery, characters, products, typography, tone and approvals across high-volume production.

2026.10.03Read
AI Is a Production Medium, Not a Creative Director
AI Creative Production6 MIN

AI Is a Production Medium, Not a Creative Director

Why strong AI work still depends on human judgement, art direction and a coherent production system.

2026.09.27Read
Craftsmanship After Generative AI
AI Creative Production6 MIN

Craftsmanship After Generative AI

What traditional making still teaches us about restraint, detail and finishing in a world of instant generation.

2026.09.13Read
From Prompt to Production: A Workflow That Can Actually Ship
AI Creative Production7 MIN

From Prompt to Production: A Workflow That Can Actually Ship

A practical route from generative exploration to campaign-ready deliverables, review checkpoints and final files.

2026.09.10Read

Image & Visual

Film & Commercial

Digital Products

AI Systems & Automation

AI Industry & Strategy

From AI to SI: What the September 2026 U.S. Executive Order Actually Changes
AI Industry & Strategy7 MIN

From AI to SI: What the September 2026 U.S. Executive Order Actually Changes

A factual guide to the new “Super Intelligence / SI” terminology inside the U.S. executive branch — and what it does not automatically change for the global technology industry.

2026.10.01Read
AI vs. SI in 2026: A Brand Communication Guide After the Federal Terminology Shift
AI Industry & Strategy6 MIN

AI vs. SI in 2026: A Brand Communication Guide After the Federal Terminology Shift

How marketing, creative and product teams can talk about AI and “Super Intelligence” accurately without turning a U.S. policy label into an unsupported product claim.

2026.10.01Read
America’s AI Action Plan: The Infrastructure, Export and Business Layer Behind the AI Race
AI Industry & Strategy7 MIN

America’s AI Action Plan: The Infrastructure, Export and Business Layer Behind the AI Race

A neutral business reading of the 2025 U.S. AI Action Plan and why infrastructure, exports and deployment matter as much as model capability.

2026.09.30Read
Frontier AI Is Starting to Build Frontier AI: What 2026 Measurements Mean for Product Teams
AI Industry & Strategy7 MIN

Frontier AI Is Starting to Build Frontier AI: What 2026 Measurements Mean for Product Teams

Recent lab measurements suggest AI is taking a larger role in AI R&D itself. The business question is how to use that leverage without confusing automation with autonomy.

2026.09.30Read
Frontier AI Safety in 2026: Why Capability, Security and Oversight Are Moving Together
AI Industry & Strategy7 MIN

Frontier AI Safety in 2026: Why Capability, Security and Oversight Are Moving Together

As frontier systems become more capable, major labs are treating security, model oversight and risk governance as production infrastructure rather than optional policy.

2026.09.29Read
What Is Super Intelligence? Capability, Terminology and Why the Definition Matters
AI Industry & Strategy7 MIN

What Is Super Intelligence? Capability, Terminology and Why the Definition Matters

“Super Intelligence” now has a new U.S. policy role, but the phrase also has an older technical meaning. Understanding both prevents confusion.

2026.10.01Read
Superintelligence Is Not a New Concept: What Changed in 2026 Is the U.S. Government Label
AI Industry & Strategy6 MIN

Superintelligence Is Not a New Concept: What Changed in 2026 Is the U.S. Government Label

The White House policy is new; the idea of AI beyond human capability is not. A short timeline helps separate a terminology event from the history of the concept.

2026.10.01Read
Superalignment: Why Controlling Systems Smarter Than Humans Is a Different Technical Problem
AI Industry & Strategy7 MIN

Superalignment: Why Controlling Systems Smarter Than Humans Is a Different Technical Problem

If a future model becomes more capable than its human supervisor, traditional feedback loops may stop being enough. That is the core superalignment challenge.

2026.09.30Read
What Super Intelligence Could Mean for Creative Production
AI Industry & Strategy7 MIN

What Super Intelligence Could Mean for Creative Production

More capable systems may compress production time dramatically, but creative advantage will still depend on direction, product truth and the ability to choose what deserves to exist.

2026.09.29Read
How Brands Should Talk About Super Intelligence Without Overclaiming
AI Industry & Strategy6 MIN

How Brands Should Talk About Super Intelligence Without Overclaiming

The SI label is getting attention. Strong communication still starts with evidence, context and a clear distinction between policy terminology and product capability.

2026.09.29Read
FROM THINKING TO MAKING

Turn useful thinking into useful work.

@126 LABS works across AI marketing, creative production, image, film, digital products and AI systems.

Start a project