Insights & Intelligence.
The manual for modern digital acceleration. Exploring the intersection of high-fidelity engineering and synthetic intelligence.
Your MMM Is Lying About ROAS: The 2.5x Overstatement Nobody Calibrates
A Zalando researcher's simulation showed a standard media mix model reporting 10.61x ROAS for a channel whose true return was 4.20x — a 2.5x overstatement that better data cannot fix. Here is why the bias happens, what geo experiments can actually recover, and the three signals we extract before we move a single Q4 dollar.
AI Agent Permissions: Why Your Agent Shouldn't Have the Keys to Your CRM
An AI agent with broad permissions wiped a database in 9 seconds. Static RBAC breaks for agents: here's what replaces it and how to scope agent access in n8n.
AI Video Finally Has a Public Per-Second Price List: The Real Budget, From Render to CDN
Google moved its video generation to general availability with published per-second pricing (from $0.03/s). Here's the tier-selection framework and the true landed cost of a piece — generation, iteration, audio, encoding and delivery — with the math we run at Mintec for clients.
The AVIF That Saved You Kilobytes Can Now Execute Code: Next.js's Critical Image RCE and Where to Decode
On August 25, 2026, Vercel shipped Next.js 15.5.24 and 16.3.3 to fix GHSA-2xp9-vwfh-vxw4 — an unauthenticated critical RCE (CVSS 9.5) when the Image Optimization API processes AVIF files, caused by a heap buffer overflow in libheif. Why the patched releases disable server-side AVIF optimization, and why where you decode images is now a security decision, not a performance one.
Why Your AI Agent Forgets Your Customers: Persistent Memory in Practice
41% of customers repeat info they already gave. The fix isn't a better model — it's memory. A 3-layer framework + storage rules for WhatsApp, n8n and CRM.
The invisible AI search loop: breaking the cold start for a new product
New product, no traffic, no AI citations: the loop breaks with entity groundwork and third-party mentions, not more content. The citation bootstrap ladder we use at Mintec.
Threads Ads Grow Up: Carousel, Catalog and App Ads Change the Creative Rules
Meta is testing three new Threads ad formats — carousel ads, Advantage+ catalog ads and Advantage+ app ads — and now lets advertisers run Threads placements without a Threads profile. Threads CPMs still run 30-46% below Instagram Feed, but the formats that made Threads 'just cheap' are going general availability. Here is what changes for creative strategy and who should test what before Q4.
Virtual Assistant or AI Automation: The Decision Matrix for SMBs
Hire a virtual assistant or automate with AI? Neither — every task has a route. Real costs, a routing matrix, and the hybrid model that works.
Cursor loses OpenAI models on November 12: the migration plan for your development stack
On August 28, OpenAI notified SpaceX it will wind down the contract providing OpenAI models to Cursor, with a proposed November 12, 2026 shutoff. This is the concrete plan to audit your stack, separate bundled access from your own API keys, and migrate without stalling production.
Google Is Auto-Expanding AI Overviews. Winning the Citation Now Beats Ranking First
Google now auto-expands some AI Overviews into full AI Mode-style answers, pushing blue links down. How to audit your keywords and win the citation.
Meta's 2-Hour Teen Cap: What Changes for Your Ad Account
A federal judge entered Meta's teen safety consent judgment on August 26, 2026: users under 18 get two hours per day across Facebook and Instagram combined, a midnight-to-6 a.m. lockout, and hidden like counts by default. For advertisers the direct hit is teen inventory, but the bigger risk is age-data pollution — under-18s migrating to adult accounts will distort 18–24 segments, lookalikes, and learning signals. Audit age-targeted campaigns now, before the six-month product-change clock runs out.
74% of shoppers now use AI for product discovery. Most brands are invisible in the answers
NIQ and World Data Lab published a report on August 27: 74% of shoppers use AI in product discovery, and AI recommendation is now a fourth discovery channel. Most brands miss why they are invisible in AI answers: it is a citation problem, not a ranking problem. The four moves we run in Mintec GEO audits.