24SIGNAL · HOW IT WORKS

The newsroom that never stops thinking.

From signal detection to publication, every story passes through a structured editorial intelligence pipeline.

01 · THE CORE LOOP

The newsroom is a pipeline.

The important part is not one model. It is the sequence of gates around the models: discovery, clustering, intelligence, evidence, fact locking, writing and quality control.

SIGNAL → STORY → PUBLICATION

One continuous editorial loop.

A signal can move forward, wait for more evidence, merge with another signal or stop. Publication is the end of the process, not the beginning.

SIGNALS01 STORY02 INTEL03 EVIDENCE04 FACT LOCK05 PUBLISH07 WAITMORE SIGNAL QAREVIEW
The path is dynamic: not every signal reaches publication.
02 · FROM NOISE TO STORY

Many signals. One event.

The system does not treat every article as a separate story. Related signals are connected so that repeated coverage can converge around the same underlying event.

RAW SIGNALS
CONNECTED STORY
NEWS
RSS
UPDATE
REPORT
ONE
STORY
SOURCE
TREND
FOLLOW-UP
03 · INTELLIGENCE LAYER

Not every signal deserves the same attention.

24SIGNAL evaluates multiple dimensions before deciding how a story should move through the pipeline.

SIGNAL EVALUATION

Editorial intelligence.

Freshness measures how current the signal is. Novelty looks for what is genuinely new. Trend signals provide context. Attention captures the potential relevance of the event. These dimensions feed the editorial selection layer.

SIGNAL
SCORE
FRESHNESSATTENTIONNOVELTYTREND
04 · EVIDENCE & FACT LOCK

Interesting is not enough.

Before writing, the system separates what is being reported from what can actually be supported by the available evidence.

E

Evidence

Claims are compared with the available source material. Unsupported or ambiguous information should not silently become fact.

F

Fact Lock

The verified version of the story becomes the factual boundary for the writing stage. The writer should work inside that boundary.

PUBLICATION GATE

A story can stop here.

Automation does not mean every discovered signal becomes an article. A story can wait for more evidence or fail a quality gate.

Evidence available PASS
Facts stable PASS
Quality threshold CHECK
05 · THE COMPLETE PIPELINE

From signal to publication.

The final model is simple: collect widely, connect intelligently, verify carefully, write inside the verified facts and publish only after quality control.

SIGNAL
→
STORY
→
INTELLIGENCE
→
EVIDENCE
→
FACT LOCK
→
WRITING
→
PUBLISH