【5-Part Series】How Did Trump Justify His Actions? AI Analysis of the Full Text Structure from the Start of the Iran Attack to the Declaration of its End

Cognity Inc. (Headquarters: Shinagawa-ku, Tokyo; Representative Director: Rie Kono; hereinafter "Cognity"), which visualizes organizational issues from conversational and textual information using knowledge representation AI, will begin releasing a 5-part consecutive analysis series focusing on a series of statements made by President Trump, from the start of the Iran attack to the declaration of its end.

In this project, we will not only focus on a few strong words repeatedly quoted in the news, but also provide an overarching structural analysis of what was truly conveyed throughout the entire speech. Our aim is to interpret the content with less bias by examining not just impressive excerpts, but also the order of topics, the presentation of arguments, the depth of explanations, and the points repeatedly emphasized. This initiative is based on Cognity's purpose: "A society free from cognitive bias through the power of technology." Because people are easily swayed by limited information and striking fragments, it is necessary to re-examine the entire statement as a structure. Cognity has also explicitly stated the necessity of eliminating preconceptions and visualizing structure in its previous releases.

Trend Kaitai Shinsho Series: Volume 1

"Volume 1, Part 1" Video URL:https://youtu.be/-fD5wur8zQQ

Background: A Single Strong Statement Does Not Reveal the Full Picture of a Speech

In highly tense situations like international politics, statements by political leaders are instantly reported, and short phrases are repeatedly disseminated. However, an actual speech is not solely composed of a single statement. The recipient's understanding changes significantly depending on what premises are set, which points are presented first, where justification is made, and where emotions are appealed to. Nevertheless, in many cases, discussions tend to be based on impressions such as "it was extreme," "it was hardline," or "it was provocative." This approach fails to reveal the structure of the statement itself. To reduce the bias inherent in how such information is received, Cognity is releasing this analysis as a series project to quantitatively decipher the overall structure of statements.

Cognity's technology is not a generative AI that produces large volumes of text, but rather a "knowledge representation AI" specialized in extracting contextual structures and quantifying relationships between topics. In its existing releases, it positions this technology as being on a different layer from LLMs.

Project Overview: President Trump's Statements to be Released in 5 Consecutive Parts

In this series, based on related videos released by President Trump from the White House, we will analyze the period from the start of the attack to the declaration of its end, divided into five parts. The structure is designed to track not just isolated excerpts, but also what changed and what remained consistent over time.

The subject and release schedule for each part are as follows:

・Volume 1, Part 1

Date: February 28

Content: Military Major Combat Operations in Iran

Release Date and Time: March 27 (Friday), 8:15 PM

Video URL: https://youtu.be/-fD5wur8zQQ