RLF Instructor-Student Ratio - Revision history

Marcin at 06:11, 2 March 2026

2026-03-02T06:11:04Z

← Older revision		Revision as of 06:11, 2 March 2026
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			=How to Make RLF Learning Autonomous and Effective=

	*Aspects to implement in [[RLF]] - [https://chatgpt.com/share/69a51a8c-7bf8-8010-a586-5c198824a7bf]		*Aspects to implement in [[RLF]] - [https://chatgpt.com/share/69a51a8c-7bf8-8010-a586-5c198824a7bf]

Marcin: /* Rapid Learning Facility (RLF) Instructor Load Reduction Matrix */

2026-03-02T06:08:59Z

Rapid Learning Facility (RLF) Instructor Load Reduction Matrix

← Older revision		Revision as of 06:08, 2 March 2026
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	= Rapid Learning Facility (RLF) Instructor Load Reduction Matrix =		= Rapid Learning Facility (RLF) Instructor Load Reduction Matrix =

			Source - [https://chatgpt.com/share/69a51a8c-7bf8-8010-a586-5c198824a7bf]

	{\| class="wikitable"		{\| class="wikitable"

Marcin: /* Structural Implication */

2026-03-02T06:06:13Z

Structural Implication

← Older revision		Revision as of 06:06, 2 March 2026
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	* Exception density		* Exception density
	* Enforcement discipline		* Enforcement discipline

			= A/B/C Task Risk Classification Matrix =

			{\| class="wikitable"
			! Class
			! Risk Profile
			! Injury Hazard Level
			! Structural / System Consequence
			! Reversibility of Error
			! Required QC Method
			! Instructor Presence Requirement
			! Typical Examples
			\|-
			\| A
			\| Low Risk / Modular / Reversible
			\| Low
			\| Minimal downstream impact
			\| Easily correctable with low cost/time
			\| Traveler + Peer Signoff + Statistical Audit
			\| Periodic / On-Demand
			\| Insulation install, trim carpentry, cabinet assembly, prefab blocking, drywall (non-structural), labeling, staging, panel assembly on jigs
			\|-
			\| B
			\| Moderate Risk / Structural Interface
			\| Moderate
			\| Impacts structure, envelope, or downstream trades
			\| Correctable before irreversible step, but costly if missed
			\| Traveler + Photo Documentation + Instructor Hold-Point Gate
			\| Scheduled Gate Inspection
			\| Framing layout, window install, roof decking, air barrier install, rough plumbing, rough electrical (non-panel), HVAC routing, sheathing, structural ties
			\|-
			\| C
			\| High Risk / Irreversible / Hazardous
			\| High
			\| Structural failure, major liability, or safety exposure
			\| Difficult or impossible to reverse without major rework
			\| Mandatory Instructor Signoff + Direct Supervision
			\| Continuous During Task Execution
			\| Foundation prep before pour, beam placement, crane/lift operation, electrical panel termination, live circuit testing, roof truss placement, concrete pour coordination, structural shear inspection
			\|}

			== Classification Rule ==

			A task is assigned to the highest class triggered by any of the following:

			* Injury hazard potential
			* Structural consequence of failure
			* Irreversibility or high rework cost

			== Ratio Implications ==

			{\| class="wikitable"
			! Class
			! Ratio Feasibility
			! Conditions Required
			\|-
			\| A
			\| High (1:15–1:30+ possible)
			\| Strong RLF certification, jigs, traveler enforcement, low interrupt rate
			\|-
			\| B
			\| Moderate (1:8–1:15 typical)
			\| Defined hold points, photo documentation, disciplined sequencing
			\|-
			\| C
			\| Low (1:4–1:8 typical)
			\| Direct instructor supervision, formal authority, safety enforcement
			\|}

			== Strategic Implication ==

			RLF objective:

			* Convert as many B tasks into A through engineering controls.
			* Minimize time spent in C through certification and hazard reduction.
			* Strictly gate C tasks to prevent ratio collapse.

Marcin at 06:02, 2 March 2026

2026-03-02T06:02:37Z

Show changes

Marcin at 05:58, 2 March 2026

2026-03-02T05:58:34Z

← Older revision		Revision as of 05:58, 2 March 2026
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	*Aspects to implement in [[RLF]] -		*Aspects to implement in [[RLF]] - [https://chatgpt.com/share/69a51a8c-7bf8-8010-a586-5c198824a7bf]

Marcin: Created page with "*Aspects to implement in RLF -"

2026-03-02T05:58:14Z

Created page with "*Aspects to implement in RLF -"

New page

*Aspects to implement in [[RLF]] -