When the Harness Improves Itself

A thread you can test

Harness Overview

2 notes move from the word to a real choice at work — understand it first, then decide whether to use it.

READING THREADOPEN
2notes
HOW TO READStart where you are stuck, then follow the evidence and trade-offs

Each note stands alone, or becomes the next step in this thread.

When the Harness Improves ItselfNo login

THE QUESTION THIS PAGE ANSWERS

ANSWER FIRST

What is Harness Overview, and which AI decisions does it change?

History and recent paths of Recursive Self-Improvement (RSI): models improve Harness, not directly rewrite weights This page keeps the related concepts, common mistakes, and practical notes in one reading thread.

DECISION RULE

First decide whether you are blocked by a definition, a choice, or verification; then choose the closest of the 2 notes below.

TRY NEXT

Start with “From Scaffolding to Self-Improving Systems,” then restate the conclusion using your own task.

WATCH FOR

Do not treat every method in a topic as interchangeable. The answer changes with the input, risk, and acceptance bar.

THIS QUESTION THREAD

Put the word back inside the choice it changes.

2 notes
Frontier

From Scaffolding to Self-Improving Systems

History and recent paths of Recursive Self-Improvement (RSI): models improve Harness, not directly rewrite weights

When the Harness Improves Itself 5 min →
Design Pattern

Three Harness Design Patterns

Workflow automation / file-system persistent memory / sub-Agents and background tasks — three pillars of Agent runtime

When the Harness Improves Itself 8 min →