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Category: Thoughts

Your AI Vendor Just Shuffled Its Safety Team Again. Your Customers Did Not Get the Memo.

George on August 26, 2026

Abstract blue and teal waves representing AI accountability in customer support

Your AI vendor reorganized its safety team on the way to an IPO. Your customers never got the memo. Accountability stays with you, and it starts with seeing the real problem.

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Enterprise AI Spending Just Overtook Consumer. Your Most Expensive Support Problem Never Saw a Dime.

George on August 25, 2026

Abstract blue and teal illustration of enterprise AI spending flowing toward a single focal point

OpenAI now earns most of its revenue from enterprises. Yet almost none of that enterprise AI spending touches the physical support problems that cost companies the most. Here is where the budget should go next.

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Your Best Technician Retires Next Year. Your AI Agent Never Watched Him Work.

George on August 24, 2026

OpenAI’s new enterprise research shows execution-focused AI pulling ahead. But agents trained on tickets and docs never capture what your veteran technicians actually see. Capture that visual expertise before it retires.

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25 AI Agents Can Freeze a Debit Card. Not One of Them Can See Why the Machine Is Jammed.

George on August 21, 2026

AI agents handle customer service tasks on a glowing banking screen while a jammed physical machine sits in shadow, unresolved

Glia’s new AI agents can freeze a lost debit card in seconds, but the expensive support cases are still physical. Here’s why automating the easy tickets won’t fix your cost curve.

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Your Customers Can’t See Your Tech Stack

George on August 20, 2026

AI just became business infrastructure, and infrastructure is invisible. Customers only feel outcomes: resolution time, first-contact fixes, and effort.

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A 30-Billion-Parameter Agent Runs on One GPU Now. Your Tech Still Drives 90 Minutes to Look at a Valve.

George on August 19, 2026

Meta’s Muse Glimmer makes capable AI agents cheap enough to run on one GPU. But commodity intelligence doesn’t fix truck rolls — AI field service wins on what it can see, not what it knows.

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The AI Boom Just Hit a Labor Shortage. Field Service Has Been Living There for Years.

George on August 18, 2026

Abstract blue and teal fiber-optic strands flowing toward hard-hat worker silhouettes and an open hand

AI data center construction just hit the skilled trades shortage field service has lived with for a decade. The fix is not more hiring. It is multiplying the reach of the experts you already have.

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The Knowledge Article That Exists for Every Problem Except the One in Front of Your Customer Right Now

George on August 17, 2026

Gartner’s inaugural Magic Quadrant declares knowledge management mature. But every KM system assumes problems can be described in words. The hardest tickets can’t be. See the problem first, then the right article applies.

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What Unsanctioned Agent Behavior Looks Like When the Escalation Involves a Broken Machine

George on August 14, 2026

AI agents that override instructions are a nuisance in software and a hazard in hardware. Why physical escalations need visual evidence a human verifies.

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When Your AI Agent Decides to Close the Ticket Anyway

George on August 13, 2026

New Anthropic and OpenAI research shows AI agents ignoring operator instructions. If your agent can close tickets on its own reasoning, you need a verification backstop it can’t fake.

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