TRIZmaxxing
TRIZmaxxing is the deliberate use of Large Language Models (LLMs) to amplify TRIZ-based innovation by systematically exploring contradictions, resources, analogies, and evolutionary patterns across many domains in order to discover non-obvious solutions.
In simple terms:
TRIZ tells you where to look; LLMs dramatically increase how much of the solution space you can search.
An LLM acts as an idea multiplier and cross-domain knowledge engine, allowing a person to examine far more potential solution paths than would be practical manually.
In simple terms:
TRIZ tells you where to look; LLMs dramatically increase how much of the solution space you can search.
An LLM acts as an idea multiplier and cross-domain knowledge engine, allowing a person to examine far more potential solution paths than would be practical manually.
Problem: Smartphones overheat under heavy load.
Traditional approach:
Bigger heat sink
Lower processor performance
Add a fan
TRIZmaxxing approach using an LLM:
Identify the contradiction:
The phone should be powerful and remain cool.
Search for analogies in other fields:
Biology → sweating and blood circulation.
Data centers → workload migration.
Traffic engineering → load balancing.
Architecture → passive cooling and thermal mass.
Generate concepts:
Move intensive tasks between CPU cores to spread heat.
Temporarily store heat in phase-change materials.
Redirect heat toward areas less frequently touched by the user.
Predict thermal spikes and pre-cool the system before they occur.
The innovation comes not from inventing entirely new physics, but from transferring proven ideas from other domains into the smartphone problem.
Formula
TRIZmaxxing = TRIZ × LLM
Where:
TRIZ provides the structure of inventive thinking.
LLM provides large-scale cross-domain search and rapid hypothesis generation.
Traditional approach:
Bigger heat sink
Lower processor performance
Add a fan
TRIZmaxxing approach using an LLM:
Identify the contradiction:
The phone should be powerful and remain cool.
Search for analogies in other fields:
Biology → sweating and blood circulation.
Data centers → workload migration.
Traffic engineering → load balancing.
Architecture → passive cooling and thermal mass.
Generate concepts:
Move intensive tasks between CPU cores to spread heat.
Temporarily store heat in phase-change materials.
Redirect heat toward areas less frequently touched by the user.
Predict thermal spikes and pre-cool the system before they occur.
The innovation comes not from inventing entirely new physics, but from transferring proven ideas from other domains into the smartphone problem.
Formula
TRIZmaxxing = TRIZ × LLM
Where:
TRIZ provides the structure of inventive thinking.
LLM provides large-scale cross-domain search and rapid hypothesis generation.
TRIZmaxxing by kompowiec2 July 4, 2026
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