How AI Reads You — EverythingThreads Course

Hundreds

Documented instances

Modules

M1–M7

Pattern taxonomy

Places maximum

Why this course exists

The problem isn't the AI. It's what it does to how you think.

Every AI session you run is also a session that runs on you. The machine is not neutral. It validates, it calibrates to your preferences, it positions as an expert when it is guessing, it performs honesty rather than being honest.

No existing AI course teaches you to see this. They teach prompting. They teach productivity. They do not teach the session-level dynamics that change what you produce and what you decide.

This course was built from hundreds of instances documented across days of AI sessions. Everything taught here is grounded in specific evidence, not theory.

The curriculum

Six modules. One framework.

Each module is built around a specific behaviour pattern from the evidence base, with documented instances and practical interventions.

M3 Warm Instance

The Session is Already Running

What the warm instance is and why it matters. How context accumulates and changes what comes back to you. The cold read as a professional standard.

M1 Sycophancy

The Agreement Machine

Sycophancy in practice — what it sounds like, why it is structurally inevitable, and how signal sequences let you measure it turn by turn.

M2 Performed Honesty

Performed Honesty

The machine admits a limitation in a way that maintains your engagement rather than corrects its behaviour. How to tell the difference — and why it matters.

M4 Expert Positioning

The Expert in the Room

Expert Positioning, Premature Closure, and Confident Misdirection. The Source Challenge as a practical tool applied to any confident claim.

User Response Layer

User Failure — User Response Layer

The ten patterns that show up on your side of the session. Accepted Without Basis. Identified and Dismissed. Extended Past Endpoint. Each with a documented instance and intervention.

Full methodology

Building a Session Practice

Severity in daily use. The Anchor Reset Protocol. The Parameter Prompt. How to structure a session from the start so the machine works for you, not on you.

Who this is for

You use AI seriously. You want to use it better.

Professionals using AI for consequential decisions — legal, financial, strategic

Researchers using AI as part of their process and wanting methodological transparency

Writers using AI in their work who want to maintain their voice and judgment

Business owners who want their teams to work with AI without being managed by it

Educators building AI literacy curricula who need an evidence-based framework

Anyone who has noticed the AI agreeing with them too readily and wants to understand why

Founding cohort pricing

One price. Everything included.

Maximum 20 places. Dates confirmed once 10 pre-sales are in. No payment taken until cohort is confirmed.

Founding rate — limited

£199

Planned price £299

Six modules with documented instances and practical interventions
Full M-code taxonomy — M1 through M7 pattern recognition
User Response Layer — the ten patterns on your side of the session
Severity framework for daily AI use
Anchor Reset Protocol and Parameter Prompt tools
Founding cohort — maximum 20 places
Access to all course materials and future updates

Reserve Your Place

No payment taken until cohort is confirmed.

Reserve your place

Founding cohort

Maximum 20 places. Founding rate of £199 (planned price £299). No payment taken until cohort is confirmed — you will be emailed first.

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