TIEUM틔움KSL

AI-NATIVE INVENTION ENGINE

Generate inventions
at machine scale.

Tieum is the in-house AI invention generator of Korea Superintelligence Labs. Designed to turn technical problems into working solutions through evolutionary search and evidence-based evaluation.

Explore the engine See the stack
FROM PROBLEM TO INVENTION
INPUT

A technical problem

Objective · constraints · baseline

DISCOVERY

Tieum

Evolutionary search · evidence-based evaluation

OUTPUT

Inventions to develop

Implementations · evidence · invention specifications

01

THE ENGINE

Generate broadly.
Advance selectively.

Generation is becoming abundant.
Judgment is becoming the moat.

Four criteria guide candidate selection throughout the discovery loop—from predictive scoring to measured evaluation.

01
CORRECT

Technical validity

Executable tests, simulation, and formal verification where the domain permits.FILTERS / INVALID
02
NOVEL

Prior-art novelty

Patent and scientific retrieval to assess what has already been disclosed.FILTERS / KNOWN
03
NON-OBVIOUS

Inventive step

Evidence of technical effects beyond routine combinations of existing methods.FILTERS / ROUTINE
04
VALUABLE

Industrial value

Potential adoption, measurable benefit, claim scope, and cost to develop.FILTERS / NO-GO
02

THE DISCOVERY LOOP

Every experiment
informs the next.

Tieum is designed to combine evolutionary search, predictive models, and versioned experiments. Score estimates potential; Evaluate measures results. Each cycle guides what to test next and which inventions to develop.

PROBLEM POLICY

Choose a technical bottleneck. Define what better means.

  1. 01

    Generate

    Evolutionary search

    Propose, mutate, and recombine technical candidates.

  2. 02

    Score

    Predictive models

    Estimate effect, cost, and value before expensive tests.

  3. 03

    Select

    Resource allocation

    Choose candidates, experiments, and budgets.

  4. 04

    Evaluate

    Measured evidence

    Run versioned tests against reproducible baselines.

  5. 05

    Advance

    Development decisions

    Refine, package, deploy, or retain the evidence for reuse.

KSL PROPRIETARY MEMORY

Connect candidate lineage, experiments, and deployment outcomes.

Inform the next search

03

THE L0—L3 THESIS

Leverage the substrate.
Own the invention.

L3

Invention

KSL-OWNED
L2

Discovery (Tieum)

KSL-OWNED
L1

Intelligence

LEVERAGED
L0

Compute

LEVERAGED
04

QUANTITATIVE IP PROP

From invention
to industrial value.

Our model: fund discovery, develop and own the inventions, and reinvest proceeds from deployment and licensing. Selection determines where compute and capital go.

DEVELOPDEPLOYREINVEST
01Product integration

Turn inventions into working technology for real products and services.

02Strategic licensing

Align rights and implementation support around adoption.

03Technology transfer

Move inventions into companies positioned to deploy them.

05

THE VISION

TOWARD AN AI-NATIVE BELL LABS

Scale research
by improving
the engine.

Our ambition is systematic invention: technical progress that scales with compute and improves through accumulated evidence.Meet Korea Superintelligence Labs