INDEPENDENT RESEARCH / FRSISTAIPEI · SOFTWARE-ONLY

Falsifiable recursive self improvement

The drive
to improve.

One software vehicle. The ability to act.
The burden to prove it got better.

Scroll to discoverOBSERVE · DECIDE · ACT · IMPROVE · PERSIST

Improvement
is a journey.

FRSIS is a Falsifiable Recursive Self Improving System.

It brings observation, decisions, action, and improvement into one software research vehicle. A goal gives the drive direction. A fixed contract determines whether an improvement claim holds.

The vehicle can pursue lab goals, continue through a drive, and carry a change forward under a persistence gate.

Understand the research framework
THE FORMSoftware-only.

One system being studied.

THE BEHAVIORGoal-directed.

A drive under defined conditions.

THE STANDARDFalsifiable.

Improvement must pass its test.

Follow the Driver.
Understand the vehicle.

Five public roles. One continuous journey.
Watch it unfold, or choose where to look.

FRSIS / DRIVER
GUIDED JOURNEY
DRAG TO ORBIT · SELECT A STAGE

A conceptual journey through public roles. Connections are illustrative; this is not live telemetry or internal architecture.

PUBLIC ROLES / 01—05

The Driver is the agent for display, demo, and report.

Explore at your own pace

A drive.
A gate.
A standard.

The conditions are part of the capability.

01

Direction through autonomy.

In the lab, autonomy means pursuing a goal and continuing a drive under defined conditions, with takeover when needed. It is distinct from the level of self improvement demonstrated.

02

Continuity through a gate.

Producing a change and retaining it are separate claims. PersistenceGate names the contract for carrying a change forward. The supplied battery defaults to dry_run.

03

Progress through evidence.

HitRules and MetaHitRules are named claim contracts. A result that misses its test stays a miss. The standard holds when the outcome does not.

The work
behind the vehicle.

Explore the research context on Zenodo, the supplied battery, and the boundaries of what was demonstrated.

Explore the research
FROM THE SUPPLIED RECORDCodeHost L26/6 HITCodingAgentHost L23/6 HITFelix RSI L3 metaL3_RSI_MISS

2026-09-07 · Asia/Taipei
Exact outcomes. Conditions attached.

FRSIS / THE RESEARCH CONTINUES

Follow the work.
Question the claim.