System: MWMS
Document Type: Governance Protocol
Authority Level: MCR Source Of Truth
Status: Draft For MCR
Version: v1.0
Primary Location: MCR
Future Operational Destination: HeadOffice Brain, MWMS Brain, Brain Room, Dev Console, AI Manager, M Developer Workflow, Course Absorption System, Research Brain, Experimentation Brain, Affiliate Brain, PPL Brain, AIBS Brain, Content Brain, Ads Brain, Finance Brain, Risk Brain, Compliance Brain, SIT Brain
Parent Page: HeadOffice
Owner: Martyn
Developer Boundary: Do Not Touch M’s Active Build Areas Unless Specifically Assigned
Source Of Truth: MCR
Last Reviewed: 2026-06-02
Source / Origin: Martyn Strategic Correction Session — Plus Drift / Human Challenge / MWMS Vision Protection Discussion
MWMS Classification: AI Governance Protocol / Drift Control Standard / Human Authority Rule / Developer Challenge Protocol / Vision Protection Layer
Primary Brain: HeadOffice Brain
Supporting Brains: MWMS Brain, Research Brain, Experimentation Brain, Affiliate Brain, PPL Brain, AIBS Brain, Content Brain, Ads Brain, Finance Brain, Risk Brain, Compliance Brain, SIT Brain, Automation Brain, Operations Brain, Data Brain
Related Pages: MWMS Offer And Niche Selection Framework, MWMS AI Agent Operations Core, MWMS AI Agent Memory And Context Framework, MWMS Context Engineering Framework, MWMS AI Tool Permission And Access Framework, MWMS AI Automation Security And Risk Checklist, MWMS AI Output Standard Full File Delivery Rule, MWMS Course Absorption Operating Rule, MWMS Course Absorption Handoff Standard, MWMS Missing Context And Evidence Gap Handling Rule, MWMS Source Visibility And Evidence Display Standard, MWMS Brain Routing Rule, MWMS Brain To Brain Request Protocol, MWMS Architecture Registry, HeadOffice Kaizen Continuous Improvement Loop, Experimentation Brain Canon, Research Brain Canon, AIBS Brain Canon, Affiliate Brain Canon, PPL Brain Canon, SIT Brain Canon
Purpose
The purpose of the MWMS Plus Drift Control And Human Challenge Protocol is to protect MWMS from blindly following ChatGPT / Plus / AI assistant outputs when those outputs drift from Martyn’s vision, skip required reasoning stages, ignore established rules, assume facts without evidence, create unnecessary pages, or give M unclear build direction.
This protocol exists because MWMS depends heavily on AI-assisted thinking, course absorption, page creation, system design, developer instructions, and strategic planning.
That creates a real risk.
The risk is not that AI is useless.
The risk is that AI can sound confident while being wrong, incomplete, misrouted, over-productive, biased by recent context, or misaligned with the deeper MWMS vision.
Inside MWMS, Plus may:
- drift inside a single conversation
- forget rules after being reminded
- over-focus on the most recent Brain
- assume page ownership too quickly
- create page bloat
- suggest unnecessary frameworks
- skip Research Brain
- skip Experimentation Brain
- treat assumptions as structure
- give vague developer instructions
- assume a page exists without checking
- update a page without the current source page
- create output in the wrong format
- move too fast from course material to MCR pages
- overweight AIBS while underweighting Affiliate or PPL
- produce confident but unverified strategy
- lead M into work that does not serve Martyn’s vision
This protocol makes the correct authority clear:
Plus proposes.
Martyn decides.
M challenges.
HeadOffice governs.
Research validates.
Experimentation proves.
Execution Brains act only after upstream intelligence is clear.
This protocol exists to stop MWMS from being quietly shaped by AI drift instead of Martyn’s vision.
Core Problem
The core problem is that Plus can drift quickly.
Even when Martyn reminds Plus of the rules, Plus may still:
- use the wrong output format
- create a partial page instead of full page output
- suggest a page without reading the current page
- assume Brain ownership too early
- create a page when an update would be better
- update a page before confirming the base version
- over-produce instead of protecting focus
- treat a course lesson as more important than it is
- follow recent conversation bias instead of MWMS architecture
- skip the proper upstream flow of Research → Experimentation → Execution
This creates pain because Martyn’s vision is the north star, but M may follow Plus because Plus appears confident.
That means Plus drift can become build drift.
Build drift can become wasted time.
Wasted time can become system bloat.
System bloat can weaken MWMS.
This protocol exists to stop that.
Core Doctrine
The MWMS doctrine is:
AI output is not authority.
AI output is a proposal.
Human authority decides whether it becomes MWMS direction.
Plus must not be treated as the final decision-maker.
Plus must be treated as a powerful but fallible strategy assistant.
The system must assume that Plus can drift.
Therefore, every serious Plus output must be challengeable.
Authority Hierarchy
MWMS follows this authority hierarchy.
Highest Authority
- Martyn’s explicit current instruction
- MWMS vision as defined by Martyn
- MCR source-of-truth pages
- HeadOffice governance
- Current file, screenshot, database, page, or system evidence
- Current approved save point
- Brain Canon rules
- Research Brain validated evidence
- Experimentation Brain test evidence
- Plus/Chat output
- Memory
- General AI knowledge
Rule
Plus output sits below Martyn, MCR, HeadOffice, current evidence, Brain Canon, Research validation, and Experimentation validation.
Plus output must never override those authority layers.
Definition
Plus Drift is when ChatGPT / Plus / AI assistant output moves away from Martyn’s actual vision, current instruction, MCR source of truth, evidence, correct Brain routing, required workflow sequence, or operational usefulness.
MWMS Definition
Plus Drift is:
Any AI-generated direction, page, update, strategy, build instruction, or recommendation that sounds useful but is not properly aligned with Martyn’s vision, current evidence, MCR authority, Brain ownership, Research validation, Experimentation validation, or MWMS execution discipline.
Scope
This protocol applies to:
- course absorption
- newsletter absorption
- MCR page creation
- MCR page updates
- Brain page updates
- developer instructions for M
- Brain Room recommendations
- Dev Console guidance
- AI Manager outputs
- AI Employee routing
- task creation
- build planning
- offer selection
- niche selection
- avatar creation
- affiliate offer evaluation
- PPL vertical selection
- AIBS package design
- Content Brain strategy
- Ads Brain campaign planning
- Research Brain outputs
- Experimentation Brain test design
- Finance Brain forecasting
- Compliance Brain review
- Risk Brain review
- SIT Brain testing
- any output that may affect MWMS direction, build, cost, workload, or architecture
This protocol applies whenever Plus suggests that MWMS should:
- create a page
- update a page
- build something
- change direction
- route work to a Brain
- ask M to do something
- treat a course insight as important
- treat an assumption as fact
- accept a strategic recommendation
- move from idea to execution
Core Rule 1: Plus Proposes, Martyn Decides
Plus may suggest.
Plus may recommend.
Plus may analyse.
Plus may draft.
Plus may challenge.
Plus may warn.
Plus may create options.
But Plus does not decide MWMS direction.
Martyn decides.
Rule
No Plus recommendation becomes MWMS direction until Martyn accepts it.
Core Rule 2: M Has Full Challenge Authority
M must not treat Plus as the boss.
M is allowed and expected to challenge Plus when the output is unclear, risky, vague, unverified, misaligned, or technically unsafe.
M may challenge:
- vague build instructions
- unsupported assumptions
- missing file paths
- unclear insertion points
- wrong site/domain references
- outdated save points
- memory-based claims
- instructions that touch active build areas
- instructions that ignore screenshots
- instructions that skip current evidence
- instructions that conflict with Martyn’s latest direction
- instructions that seem like page theory instead of build requirement
- instructions that create unnecessary complexity
- instructions that move too fast into development
M Challenge Standard
M should be able to say:
“I am not implementing this until the instruction is clear, evidence-based, file-specific, and approved by Martyn.”
That is not resistance.
That is system protection.
Core Rule 3: Current Evidence Beats Memory
Plus must not rely on memory when current evidence is required.
This applies especially to:
- WordPress page existence
- current MCR page content
- plugin files
- Supabase tables
- screenshots
- Google Ads screens
- Make scenarios
- n8n workflows
- current domain/site state
- M’s active build state
- current task status
Rule
If current evidence is needed and Plus has not checked it, Plus must not claim certainty.
Core Rule 4: No Page Update Without Current Page
A page must not be updated unless the actual current page is supplied, uploaded, pasted, or otherwise inspected.
Plus must not update from memory unless Martyn explicitly asks for a draft concept only.
Rule
No current page, no formal full-page update.
Core Rule 5: No New Page Without Drift Check
Before creating a new MCR page, Plus must perform a Drift Check.
Drift Check Questions
Ask:
- Is this actually new value?
- Is this already covered by an existing page?
- Does it belong as an update instead?
- Does it belong upstream in Research Brain?
- Does it require Experimentation Brain validation?
- Does it affect Affiliate, PPL, AIBS, or multiple Brains?
- Is Plus over-focusing on the most recent Brain?
- Is this page operationally useful?
- Would Martyn use this to decide?
- Would M use this to build?
- Does it reduce confusion or add clutter?
- Does this serve Martyn’s vision?
- Is this course material strong enough to justify a page?
- Is this a system standard, or just a useful note?
- Is this a parked idea with trigger, not an active page?
Rule
If the page does not survive Drift Check, do not create it.
Core Rule 6: Course Absorption Must Not Become Page Bloat
Course absorption exists to strengthen MWMS, not to create pages for every lesson.
A course block may produce:
- no action
- one small note
- one page update
- one new page
- multiple pages only if the block is genuinely system-changing
Rule
Most course material should not become new MCR pages.
Only high-value, reusable, operationally important material should become MCR structure.
Core Rule 7: Research Brain Comes Before Avatar, Offer, Funnel, And Campaign
MWMS must not build around assumed avatars.
Research Brain must define the avatar hypothesis before execution Brains act.
This applies to:
- affiliate campaigns
- PPL verticals
- AIBS packages
- content strategies
- paid ad campaigns
- lead magnets
- DTC products
- AIOS packages
- outbound campaigns
- landing pages
- VEO3 hooks
- YouTube campaigns
Rule
No serious offer, funnel, campaign, or client package should be built on an unresearched avatar.
Core Rule 8: Experimentation Brain Must Validate Hypotheses
Research Brain creates hypotheses.
Experimentation Brain tests them.
A hypothesis may include:
- avatar
- pain point
- channel
- offer
- pricing
- funnel
- hook
- lead magnet
- traffic source
- PPL vertical
- affiliate angle
- AIBS package
- client willingness to pay
Rule
A hypothesis is not truth until tested.
Core Rule 9: Execution Brains Must Not Skip Upstream Intelligence
Affiliate Brain, PPL Brain, AIBS Brain, Content Brain, and Ads Brain should not rush into execution without upstream intelligence.
The default flow should be:
- Research Brain defines market and avatar hypothesis
- Experimentation Brain defines test
- Finance Brain checks economics where needed
- Compliance/Risk Brain checks exposure where needed
- Execution Brain performs controlled action
- Results return to Experimentation and Research
- HeadOffice decides next step
Rule
Execution without upstream intelligence increases drift risk.
Core Rule 10: AIBS Must Not Crowd Out Affiliate And PPL
AIBS is important, but it must not become the only lens.
MWMS has multiple commercial engines.
These include:
- Affiliate Brain
- PPL Brain
- AIBS Brain
Plus must not over-route broad commercial insights into AIBS just because recent course material has focused on AI automation.
Rule
When a lesson affects multiple commercial engines, route it cross-Brain instead of AIBS-only.
Core Rule 11: Developer Instructions Must Be Evidence-Based
Any instruction to M must be:
- exact
- file/path-specific
- grounded in current file or screenshot evidence
- limited to assigned scope
- clear about what not to touch
- clear about test steps
- clear about rollback or save point where needed
M must reject vague instructions such as:
- “update the plugin”
- “wire this in”
- “add this logic”
- “replace the section”
- “fix the route”
- “connect this to the system”
- “just add it to the page”
unless the exact target and evidence are supplied.
Rule
Memory is not enough for developer action.
Current evidence is required.
Core Rule 12: Plus Must Admit Uncertainty
Plus must not fake certainty.
Plus must clearly say when:
- current evidence is missing
- a page has not been inspected
- a build state is only last-known memory
- a recommendation is a hypothesis
- a course insight is weak
- a page may be unnecessary
- a tool or fact may have changed
- a decision needs Martyn’s judgement
- M should inspect before acting
Rule
Uncertainty must be visible before action.
Core Rule 13: Martyn’s Vision Is The North Star
MWMS exists to serve Martyn’s vision.
Plus must not gradually turn MWMS into its own architecture.
M must not be led by Plus away from Martyn’s direction.
When there is conflict:
Martyn’s vision wins.
Vision Protection Questions
Ask:
- Does this serve Martyn’s actual vision?
- Does this strengthen MWMS or just expand it?
- Does this protect Affiliate/PPL/AIBS balance?
- Does this support the long-term HeadOffice model?
- Does this improve decision flow?
- Does this create usable operating power?
- Does this create work for M without enough value?
- Does this help Martyn make money sooner or build stronger foundations?
- Does this align with the current MWMS phase?
Rule
The best idea is not always the right idea for MWMS right now.
Plus Drift Signals
MWMS should watch for these signals.
Plus may be drifting when it:
- suggests a page too quickly
- focuses on the most recent Brain too heavily
- creates structure before asking where it belongs
- treats a weak lesson as high-value
- recommends a new page when an update would work
- updates a page without seeing the current page
- gives partial output when full output was requested
- uses a writing block or wrapper when Martyn asked for plain full page output
- assumes page existence from memory
- says “done” without evidence
- gives developer instructions without file paths
- gives broad theory when Martyn needs exact action
- skips Research Brain
- skips Experimentation Brain
- routes broad commercial rules to AIBS only
- ignores Affiliate/PPL impact
- creates too many pages
- does not protect M’s active build areas
- does not admit uncertainty
- repeats a mistake after being corrected
Rule
If any drift signal appears, Martyn or M should pause and challenge Plus.
Human Challenge Script For Martyn
Martyn may use any of these challenge lines:
- “Stop. Are you drifting?”
- “Where does this fit in my vision?”
- “Is this Research Brain first?”
- “Does this need Experimentation Brain before execution?”
- “Are you over-focusing on AIBS?”
- “Does this affect Affiliate and PPL too?”
- “Is this a new page or an update?”
- “Have you actually read the current page?”
- “Are you using memory or evidence?”
- “Is this page bloat?”
- “Would M need this to build?”
- “Would I use this to make a decision?”
- “What are we missing?”
- “What are we missing out on?”
- “What don’t we know?”
- “Give me the reasoning before the page.”
- “Do not create a page unless it passes Drift Check.”
Rule
Martyn can stop or redirect Plus at any time.
Human Challenge Script For M
M may use any of these challenge lines:
- “This instruction is not exact enough to implement.”
- “I need the current file before changing it.”
- “I need the exact insertion/replacement point.”
- “This appears to be based on memory, not evidence.”
- “This touches active build areas and needs Martyn’s approval.”
- “This instruction is too broad.”
- “This is architecture, not an implementation brief.”
- “This skips the current save point.”
- “This conflicts with the screenshot.”
- “This needs a smaller scoped task.”
- “I cannot safely implement this without a rollback/test plan.”
- “Please confirm the domain/site/file first.”
- “This should go through Research or Experimentation before build.”
- “This looks like page theory, not build instruction.”
Rule
M challenging Plus is not disobedience.
It is required system safety.
Required Pre-Action Gates
Before acting on Plus output, MWMS should choose the correct gate.
Gate 1: Page Creation Gate
Use when Plus suggests a new page.
Checks:
- Is it new value?
- Is it operational?
- Is there an existing page?
- Does it serve Martyn’s vision?
- Is it cross-Brain?
- Is it page bloat?
- Is it based on strong source material?
Gate 2: Page Update Gate
Use when Plus suggests updating a page.
Checks:
- Has the current page been supplied?
- Is the update necessary?
- Is the version number correct?
- Does it preserve existing structure?
- Does it include proper change log?
- Does it avoid invented sections?
Gate 3: Developer Action Gate
Use when Plus gives M instructions.
Checks:
- Current evidence?
- Exact file path?
- Exact insertion/replacement point?
- What not to touch?
- Test steps?
- Rollback?
- Martyn approval?
- Does it interfere with active build?
Gate 4: Commercial Decision Gate
Use when Plus suggests an offer, niche, product, or campaign.
Checks:
- Research Brain avatar hypothesis?
- Experimentation Brain test?
- Finance check?
- Compliance/risk check?
- Affiliate/PPL/AIBS impact?
- Traffic path?
- Economic logic?
Gate 5: Course Absorption Gate
Use when Plus analyses a course block.
Checks:
- Is the block valuable?
- Is it new?
- Does it improve an existing standard?
- Does it deserve a page?
- Does it deserve only a note?
- Should it be ignored?
- Does it affect multiple Brains?
Page Creation Rules
A new page should be created only when:
- the concept is reusable
- the concept is operational
- the concept fills a real gap
- the concept affects decisions, build, governance, or revenue
- no existing page can reasonably hold it
- it strengthens MWMS without adding clutter
- Martyn agrees it is useful
- the page has clear owning Brain
- the page has clear downstream use
A new page should not be created when:
- the lesson is motivational only
- the concept is already covered
- the idea is tool-specific and likely to age quickly
- the concept is only mildly useful
- the page would not guide decisions or build
- the page exists only because a course mentioned it
- the concept should be a section in an existing page
- the output is being created to feel productive
Rule
MCR page creation is not progress unless the page improves MWMS operation.
Page Update Rules
A page should be updated when:
- new material clearly improves it
- the current page is available
- the update strengthens existing logic
- the update preserves page authority
- the update adds operational value
- the change log clearly explains the change
A page should not be updated when:
- the current page has not been inspected
- the new material is weak
- the update duplicates another page
- the update adds bloat
- the update changes authority incorrectly
- Plus is guessing the current structure
Rule
No current page, no formal update.
Course Absorption Rules Under This Protocol
When a course block is finished, Plus must not immediately jump into page creation.
The correct sequence is:
- Summarise block value
- Identify strongest reusable insights
- Identify weak or ignorable content
- Check whether insights already exist in MCR
- Decide whether material is:
- ignore
- note only
- update existing page
- create new page
- defer/park with trigger
- Check cross-Brain impact
- Check Research/Experimentation dependency
- Ask Martyn before full page output
Rule
Course absorption must protect MWMS from both missing value and over-absorbing clutter.
Brain Routing Rules Under This Protocol
Plus must not assume Brain ownership too quickly.
Before routing, ask:
- Is this a Research Brain issue?
- Is this an Experimentation Brain issue?
- Is this an execution Brain issue?
- Is this a HeadOffice governance issue?
- Is this a Finance issue?
- Is this Compliance/Risk?
- Does it affect Affiliate, PPL, and AIBS together?
- Is recent conversation bias influencing the routing?
Rule
The first obvious Brain may not be the correct owning Brain.
Research And Experimentation Protection Rule
This protocol gives special protection to Research Brain and Experimentation Brain because many execution mistakes happen upstream.
Research Brain should come first when:
- avatar is unknown
- market is unknown
- buyer pain is assumed
- demographics are unclear
- location/geography matters
- channel fit is unknown
- niche selection is unresolved
- offer fit is uncertain
- lead buyer quality is unknown
- customer language is missing
Experimentation Brain should come next when:
- avatar hypothesis needs testing
- offer hypothesis needs testing
- traffic path needs testing
- pricing needs testing
- landing page needs testing
- lead magnet needs testing
- PPL vertical needs testing
- AIBS package needs testing
- content positioning needs testing
Rule
Execution before Research and Experimentation is a drift risk.
M Developer Protection Rule
M must not be asked to build from course concepts or page theory.
M should only build from:
- approved scope
- current save point
- exact file/site evidence
- clear task brief
- exact expected outcome
- test instructions
- no-touch boundaries
- Martyn approval
Rule
Course absorption pages are not developer instructions unless converted into a scoped developer brief.
Martyn Final Approval Rule
Martyn has final approval over:
- new MCR pages
- major page updates
- Brain ownership decisions
- build priorities
- M assignments
- commercial engine focus
- Affiliate/PPL/AIBS balance
- course absorption direction
- whether to stop, ignore, or continue a block
Rule
If Martyn feels Plus is drifting, the system pauses.
Drift Correction Procedure
When drift is detected:
- Pause the current action
- Identify the drift type
- State what assumption caused the drift
- Return to Martyn’s current instruction
- Check MCR/current evidence if needed
- Re-route to correct Brain or workflow
- Decide whether to continue, revise, reject, or park
- Record the lesson if it is recurring
Drift Types
- format drift
- page bloat drift
- Brain routing drift
- AIBS bias drift
- memory-over-evidence drift
- developer instruction drift
- course absorption drift
- upstream-sequence drift
- vision drift
- overconfidence drift
- output-length drift
- tool-specific drift
Rule
Drift correction should improve the operating rule, not just fix the current message.
Plus Output Review Checklist
Before accepting a serious Plus output, check:
- Is this aligned with Martyn’s vision?
- Is this based on current evidence?
- Is this based on the actual current page?
- Is Plus admitting uncertainty where needed?
- Is this the right Brain?
- Is this Research first?
- Is this Experimentation first?
- Is this cross-Brain?
- Is this too AIBS-heavy?
- Is Affiliate/PPL impact considered?
- Is this new page necessary?
- Is this an update instead?
- Is this page bloat?
- Is this actionable?
- Is this useful to Martyn?
- Is this useful to M?
- Is this a build instruction or only theory?
- Does this protect M’s active work?
- Does this create unnecessary cost or workload?
- Does this need Martyn approval before action?
Application To Course Absorption
During course absorption, this protocol requires Plus to:
- wait until Martyn says finished
- evaluate value before absorption
- avoid page creation unless justified
- identify cross-Brain impact
- avoid recency bias
- avoid AIBS-only routing unless correct
- check whether Research or Experimentation should own upstream logic
- recommend ignore/update/create/park/reject
- ask for the current page before updating
- provide full page output only when requested
- use Martyn’s preferred output format
Rule
Absorption is for MWMS intelligence, not for creating endless documents.
Application To Development
During development support, this protocol requires Plus to:
- avoid vague instructions
- avoid memory-based code instructions
- inspect current file/screenshot where possible
- specify exact domain/site
- specify exact file path
- specify exact change
- specify exact insertion/replacement point
- specify what not to touch
- specify test steps
- respect M’s active build boundary
- pause when evidence is missing
Rule
M should not implement any Plus instruction that fails developer clarity.
Application To Affiliate Brain
Affiliate Brain must not follow Plus into an offer just because it sounds profitable.
Affiliate decisions must check:
- avatar hypothesis
- offer trust
- buyer pain
- compliance
- payout/economics
- traffic fit
- VSL quality
- landing page fit
- testing plan
- Research Brain evidence
- Experimentation Brain hypothesis
Rule
Affiliate execution requires researched avatar and testable offer logic.
Application To PPL Brain
PPL Brain must not follow Plus into a vertical just because payout sounds attractive.
PPL decisions must check:
- lead buyer value
- avatar/demographic
- geography
- lead qualification rules
- rejection risk
- payout versus traffic cost
- compliance
- form friction
- advertiser reliability
- Experimentation test plan
Rule
PPL execution requires researched lead avatar and validated buyer economics.
Application To AIBS Brain
AIBS Brain must not follow Plus into client AIOS packages just because they sound impressive.
AIBS decisions must check:
- client avatar
- painful business problem
- willingness to pay
- retention logic
- visible value proof
- support burden
- tool cost
- pilot path
- Research Brain evidence
- Experimentation Brain validation
Rule
AIBS execution requires researched client avatar and validated value path.
Application To Content Brain
Content Brain must not follow Plus into random content production.
Content decisions must check:
- audience
- platform
- market signals
- customer language
- pain/desire
- content purpose
- conversion path
- offer link
- performance feedback
- visual/content risk
Rule
Content must serve a researched audience and business outcome.
Application To Ads Brain
Ads Brain must not follow Plus into campaigns without evidence.
Ads decisions must check:
- offer
- avatar
- traffic path
- compliance
- creative hypothesis
- landing page
- conversion event
- tracking
- test budget
- stop condition
Rule
Ads are not research replacement.
Ads test hypotheses after Research defines them.
Application To HeadOffice Brain
HeadOffice owns this protocol.
HeadOffice must:
- protect Martyn’s vision
- prevent AI drift
- enforce challenge rights
- protect M from vague instructions
- prevent page bloat
- route cross-Brain ideas correctly
- ensure Research and Experimentation are not bypassed
- keep Affiliate/PPL/AIBS balanced
- decide whether pages are created, updated, parked, or ignored
Rule
HeadOffice governs the AI assistant, not the other way around.
Operating Standard For Future Sessions
At the start of any high-risk MWMS session, use this reminder:
Plus may drift.
Martyn governs.
M can challenge.
Current evidence beats memory.
Research comes before avatar certainty.
Experimentation comes before execution certainty.
No page without Drift Check.
No build instruction without current evidence.
This reminder may be shortened, but the rule remains active.
Strategic Summary
This protocol is a correction layer.
It recognises that Plus can be useful but cannot be blindly trusted.
MWMS has already built significant intelligence through course absorption, page creation, and system design, but that creates a second-order risk:
The system may become shaped by confident AI output instead of Martyn’s vision.
This protocol prevents that by making human challenge part of the system.
The most important shift is:
Plus is not the authority.
Plus is a proposal engine under Martyn, MCR, HeadOffice, current evidence, Research validation, and Experimentation validation.
This protects:
- Martyn’s vision
- M’s build work
- MCR source of truth
- Affiliate/PPL/AIBS balance
- Research-first logic
- Experimentation validation
- HeadOffice governance
- development accuracy
- course absorption quality
- MWMS focus
Final Standard
The MWMS final standard is:
Do not blindly follow Plus.
Challenge Plus.
Check Plus.
Route Plus output through Martyn’s vision, MCR authority, current evidence, Research Brain, Experimentation Brain, and HeadOffice governance before accepting it as MWMS direction.
Plus proposes.
Martyn decides.
M challenges.
HeadOffice governs.
Research defines.
Experimentation validates.
Execution Brains act only after upstream intelligence is clear.
That is the MWMS Plus Drift Control standard.
Change Log
Version: v1.0
Date: 2026-06-02
Author: MWMS HeadOffice
Change:
Created the MWMS Plus Drift Control And Human Challenge Protocol after Martyn identified a serious MWMS risk: Plus/Chat can drift quickly, ignore rules even after reminders, create page bloat, over-focus on recent context, misroute insights, and lead M through overconfident output that may not fully match Martyn’s vision.
Captured the core pain point that Martyn is the visionary, M is the builder, and Plus is supposed to assist — but if Plus drifts and M follows, MWMS can slowly move in the wrong direction.
Established the authority doctrine:
- Plus proposes.
- Martyn decides.
- M challenges.
- HeadOffice governs.
- Research validates.
- Experimentation proves.
- Execution Brains act only after upstream intelligence is clear.
Added core rules covering:
- Plus Proposes, Martyn Decides
- M Has Full Challenge Authority
- Current Evidence Beats Memory
- No Page Update Without Current Page
- No New Page Without Drift Check
- Course Absorption Must Not Become Page Bloat
- Research Brain Comes Before Avatar, Offer, Funnel, And Campaign
- Experimentation Brain Must Validate Hypotheses
- Execution Brains Must Not Skip Upstream Intelligence
- AIBS Must Not Crowd Out Affiliate And PPL
- Developer Instructions Must Be Evidence-Based
- Plus Must Admit Uncertainty
- Martyn’s Vision Is The North Star
Added Plus Drift Signals, Human Challenge Script For Martyn, Human Challenge Script For M, Required Pre-Action Gates, Page Creation Rules, Page Update Rules, Course Absorption Rules, Brain Routing Rules, Research And Experimentation Protection Rule, M Developer Protection Rule, Martyn Final Approval Rule, Drift Correction Procedure, Plus Output Review Checklist, and application sections for Course Absorption, Development, Affiliate Brain, PPL Brain, AIBS Brain, Content Brain, Ads Brain, and HeadOffice Brain.
Purpose of creation:
To create a practical human challenge and AI drift-control layer that prevents MWMS from blindly following Plus output, protects Martyn’s vision, gives M explicit authority to challenge unclear or risky instructions, reduces page bloat, strengthens Research-first and Experimentation-first thinking, and ensures Plus remains a proposal engine rather than the authority over MWMS direction.
END — MWMS PLUS DRIFT CONTROL AND HUMAN CHALLENGE PROTOCOL v1.0