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Executive briefings

The honest take on working with AI.

Clear conclusions for leaders who need to decide what to learn, what to change, and what to ignore.

WRITTEN BY GUILLAUME MOIGNEU
AI for Actual Humans

The Telos framework: a practical guide to specifying your life for the AI era

Mar 16, 2026 · 16 min read

A step-by-step guide to building your own Telos file. The personal specification document that makes you a clearer thinker and gives AI agents the context they need to actually help.

G
Guillaume M.
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AI for Actual Humans

Specify your life: why the people who document everything will win the AI era

Mar 3, 2026 · 13 min read

AI agents don't fail because the technology is broken. They fail because we never learned to specify what we actually want. Turns out, neither did most of our teams, our companies, or our personal lives.

Guillaume M.
AI for Actual Humans

What 'AI-ready data' actually means for a 50-person company

Feb 21, 2026 · 7 min read

Most small businesses have enough data for AI already. The problem isn't volume, it's organization. Here's what 'clean data' actually means in practice.

Guillaume M.
AI for Actual Humans

What AI actually is (and isn't): a guide for business owners

Feb 10, 2026 · 8 min read

A no-hype guide to what AI tools actually do, what they're good at, what they're bad at, and where the line is for small businesses.

Guillaume M.
AI for Actual Humans

How to run your first AI pilot project without burning your budget

Feb 7, 2026 · 9 min read

A practical guide to running your first AI pilot project. How to pick the right use case, scope it, set a budget, and measure whether it actually worked.

Guillaume M.
AI for Actual Humans

A practical guide to AI for marketing teams under 10 people

Jan 19, 2026 · 8 min read

Small marketing teams can save 8-15 hours a week with the right AI workflows. Here are the specific tools and daily routines that actually work.

Guillaume M.
AI for Actual Humans

How to talk to your team about AI (without causing panic)

Dec 21, 2025 · 9 min read

Introducing AI to your team? How you communicate matters more than which tools you choose. Here's a framework for honest, productive conversations.

Guillaume M.
AI for Actual Humans

AI agents explained: what they do, when you need one, and when you don't

Dec 6, 2025 · 9 min read

AI agents are everywhere in the headlines. Here's what they actually do, when they're worth the investment, and when a simpler tool does the job better.

Guillaume M.
AI for Actual Humans

The AI tools landscape in 2026: a business buyer's guide

Nov 18, 2025 · 9 min read

An honest assessment of the major AI platforms in 2026. Who each tool is for, what's genuinely improved, and what's just been rebranded.

Guillaume M.
AI for Actual Humans

What your team needs to know about AI before you buy anything

Nov 12, 2025 · 9 min read

Most failed AI projects don't fail because of the technology. They fail because the team wasn't ready. Here's what AI literacy actually means and why it comes before tools.

Guillaume M.
AI for Actual Humans

The first 5 AI tools every small business should try

Nov 11, 2025 · 8 min read

Five AI tools worth trying if you run a small business, with honest assessments of what each does well, where it falls short, and what it costs.

Guillaume M.
AI for Actual Humans

How to measure AI ROI when the results aren't obvious

Nov 11, 2025 · 8 min read

Not all AI value shows up on a timesheet. Here's a framework for measuring quality, speed, satisfaction, and error reduction over 90 days.

Guillaume M.
AI for Actual Humans

How to use AI for customer service without losing the human touch

Oct 24, 2025 · 8 min read

AI works best in customer service when it handles triage and first responses while humans handle complexity and empathy. Here's how to set it up right.

Guillaume M.
AI for Actual Humans

30 AI terms you actually need to know (and 20 you can ignore)

Oct 16, 2025 · 12 min read

A no-jargon glossary of AI terms for business owners. 30 terms that matter for buying decisions, and 20 you can safely skip.

Guillaume M.
AI for Actual Humans

AI automation vs. AI augmentation: why the difference matters

Oct 12, 2025 · 8 min read

Most SMBs should start with AI augmentation, not automation. Here's why the distinction matters and how to decide which approach fits your business.

Guillaume M.
AI for Actual Humans

How to evaluate an AI tool without a technical background

Oct 10, 2025 · 8 min read

A framework for evaluating AI tools when you're not technical, covering what to test, what to ask vendors, and what red flags to watch for.

Guillaume M.
AI for Actual Humans

How to write prompts that get useful results

Oct 3, 2025 · 8 min read

A non-technical guide to writing better AI prompts, with real business examples and before-and-after comparisons that show the difference.

Guillaume M.
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