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Standards over scale. Judgment over volume. Governance over shortcuts.

Home/Blog/General

AI Agency Insights

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General

3454 articles · page 140 of 144
General

Becoming the Person Teams Trust to Build Search With AI

AI search skills are in real demand and short supply. Here is why the skill matters, a learning path that builds genuine competence, and how to prove you have it.

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Agency Script Editorial
March 11, 2018·7 min read
General

Signals That an AI Slide Tool Is Pulling Its Weight

Picking AI presentation software is easy. Knowing whether it earned its place is hard. Here are the KPIs that separate a flashy demo from a tool that genuinely moves deck quality, speed, and outcomes.

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Agency Script Editorial
March 11, 2018·7 min read
General

Surveying the Software That Runs Models on Your Machine

A grounded tour of the runtime, interface, and serving software for on-device language models, with selection criteria and the trade-offs that separate them.

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Agency Script Editorial
March 9, 2018·8 min read
General

The Surface-Trust-Action Model for Browser AI Add-Ons

A reusable three-stage model for deciding how to deploy AI browser extensions, covering the surface they act on, the trust they have earned, and the action you allow them to take.

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Agency Script Editorial
March 4, 2018·8 min read
General

Six Stubborn Beliefs About Running Models Locally, Examined

Local LLM tools attract strong opinions and stronger myths. Here is an evidence-based look at what running models on your own hardware does and does not actually buy you.

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Agency Script Editorial
March 3, 2018·8 min read
General

Walkthroughs Showing What AI Spreadsheet Tools Do With Real Data

Specific worked scenarios of AI spreadsheet tools handling messy data, formulas, summaries, and forecasts, with an honest account of what made each one succeed or quietly fail.

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Agency Script Editorial
February 27, 2018·8 min read
General

Pushing Retrieval Quality Past the Comfortable Plateau

For practitioners past the basics: the edge cases, tuning levers, and expert nuances that separate a decent AI search engine from one that holds up under real load.

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Agency Script Editorial
February 25, 2018·7 min read
General

Keeping Slide Decks Out of Crunch Mode

An operating playbook for AI presentation tools — the plays, the triggers that fire each one, the owner accountable, and the order they run in across a deck's life.

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Agency Script Editorial
February 25, 2018·7 min read
General

The FETCH Model for Reasoning About On-Device Models

A named, five-stage way to think through any local language model deployment, covering hardware fit, model choice, runtime tuning, integration, and ongoing care.

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Agency Script Editorial
February 23, 2018·8 min read
General

Stubborn Misreadings of AI Browser Extensions

Plenty of confident claims about AI browser extensions do not survive contact with how they actually work. Here is what is true, what is exaggerated, and what is plain wrong.

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Agency Script Editorial
February 20, 2018·7 min read
General

The Spreadsheet Edge That Now Shows Up on Resumes

Fluency with AI spreadsheet tools is becoming a hiring signal. Here is the demand picture, a realistic learning path, and how to prove the competence to an employer.

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Agency Script Editorial
February 20, 2018·7 min read
General

Inbox Automation Claims That Do Not Survive Scrutiny

A lot of what people believe about AI email tools is wrong in both directions. Here are the stubborn misconceptions and the accurate picture the evidence supports.

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Agency Script Editorial
February 18, 2018·8 min read
General

From Microphone to First Usable Clip in One Afternoon

A practical on-ramp to speech synthesis and transcription tools: the prerequisites, the smallest real task to attempt, and how to reach a result you would actually use.

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Agency Script Editorial
February 14, 2018·7 min read
General

Less Obvious Failure Points of Running Models On-Premise

Local LLM tools trade one set of risks for another. This is a practical look at the governance gaps, silent failures, and security assumptions that catch teams off guard.

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Agency Script Editorial
February 14, 2018·8 min read
General

Before You Self-Host a Model, Confirm These Items

A working verification list for standing up local language models on your own hardware, with a short reason behind every item so you can adapt it to your own setup.

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Agency Script Editorial
February 11, 2018·8 min read
General

Standing Up a Working AI Search Engine in a Week

A concrete path from nothing to a working AI search prototype, covering the prerequisites, the smallest sensible build, and how to know your first result is real.

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Agency Script Editorial
February 11, 2018·7 min read
General

Practices That Separate Reliable Voice AI From Demos

Default settings get you a demo. These opinionated, hard-won practices, each with the reasoning behind it, are what make voice and speech tools dependable in real production work.

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Agency Script Editorial
February 11, 2018·7 min read
General

Stack Selection Is Quietly Becoming a Hireable Skill

Why the ability to choose an AI tech stack is emerging as a marketable career skill, where the demand sits, how to build the competence, and how to prove it to people who hire.

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Agency Script Editorial
February 7, 2018·7 min read
General

When AI Search Earns Back the Money You Spend on It

A practical model for the economics of AI search: where the costs hide, where the value lands, how to estimate payback, and how to present the case to a decision-maker.

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Agency Script Editorial
January 28, 2018·7 min read
General

Rolling Local Models Out to a Whole Department Without Chaos

Standing up local LLM tools for teams is a change-management problem before it is a hardware problem. Here is how to handle standards, enablement, and adoption at scale.

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Agency Script Editorial
January 28, 2018·8 min read
General

Disciplines That Keep AI Spreadsheet Work Trustworthy

Opinionated, hard-won practices for working with AI spreadsheet tools, each with the reasoning behind it, aimed at people who want reliable output rather than impressive demos.

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Agency Script Editorial
January 23, 2018·8 min read
General

Vetting an In-Browser AI Add-On Before You Install

A working checklist for evaluating AI browser extensions on permissions, data handling, accuracy, and fit, with a short reason behind every item so you can apply it on the spot.

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Agency Script Editorial
January 22, 2018·8 min read
General

Engineering an AI Stack at the Edge of the Basics

For practitioners past the fundamentals, the depth, edge cases, and expert nuance of choosing an AI tech stack, from routing strategies to failure isolation and the costs that only appear at scale.

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Agency Script Editorial
January 20, 2018·7 min read
General

What Can Go Wrong With AI Browser Extensions and How to Contain It

AI browser extensions read more of your screen than you think. A clear look at the non-obvious exposures, governance gaps, and concrete mitigations that actually hold.

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Agency Script Editorial
January 18, 2018·7 min read
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