Reports

A practical report reframing LLM-based AI coding as an engineering discipline for increasing the probability that software changes finish correctly.

A comparison of Playwright MCP, Chrome DevTools MCP, Webwright, AgentBrowser, Browserbase/Stagehand, and browser-use for browser E2E verification with logged-in sessions.

A research report that frames second-language learning as schema updating and explains how to move from literal translation toward situation-, intention-, and collocation-centered understanding.

A narrative review connecting Peircean abduction with hypothesis formation, error correction, and meaning negotiation in second language learning.

Ukraine suspends elections under martial law, while Russia continues to hold elections in wartime. This report compares the two on constitutional rules, monitoring, repression, and international assessment.

Compare Zelensky and Putin's most recent official statements regarding the Ukraine-Russia war as of May 2026, and clarify differences in war objectives, ceasefire conditions, territory, NATO, security, and domestic messages.

A practical analysis that compares assistance to Ukraine from NATO, the EU, the United States, the United Kingdom, Germany, France, and Northern and Eastern Europe from the perspectives of military, finance, training, weapons provision, and political constraints as of May 2026.

We will analyze the Iranian nuclear issue after the collapse of the JCPOA, focusing on sanctions, the domestic economy, conflict with Israel and the Gulf, and support for Hezbollah, the Houthis, and Iraqi militias.

A practical report that summarizes the front lines, military attrition, civilian damage, ceasefire negotiations, and international support as of May 2026, and allows you to read the short-term outlook and uncertainty separately.

From the purges of the 1980s to "Women, Life, Freedom" in 2022 and beyond, we will organize the series of civil oppression and protest movements in post-revolution Iran.

Starting with the succession and constitutional amendment in 1989, we will examine how the Khamenei regime was established and how its religious legitimacy, institutional design, Revolutionary Guards, and foreign policy changed.

This paper examines the Iranian political system after the 1979 revolution, starting with the connections between the supreme leader, the Council of Experts, the Guardian Council, the judiciary, the Revolutionary Guards, and the electoral system.

We will organize the basics of the SECI model and tacit knowledge, and summarize from a deployment perspective what generative AI is good at and what tends to distort summarization, translation, and knowledge management.

Focusing on Polanyi's tacit knowing, we will examine what is lost when reducing tacit knowledge and value judgments to explicit paraphrases from the perspectives of philosophy, cognitive science, and practice.

Compare Polanyi's tacit knowledge and what can be said/shown in Tractatus Logico-Philosophique from the perspectives of practical understanding and comprehensive understanding.

Organize tacit knowledge from Polanyi, Wittgenstein, organizational knowledge creation theory, and knowledge management in the era of generative AI.

We will use primary information to organize Kioxia's financial results for the fiscal year ending March 2026, including consolidated and non-consolidated results, revenue breakdown, major customers, and the limits of data center demand.

A practical report that organizes the design theory, implementation decisions, and major alternative services for long-term memory that combines Graphiti's temporal knowledge graph and MCP.

For beginners, we will organize the relationship between the MCP server, OIDC provider, OAuth client, Claude-based client, and OpenAPI-only API from the perspective of communication flow and settings.

A research report that summarizes the Bank of Japan's policies as of May 2026, the impact of policy interest rates on housing loans, and the long-term treatment of YCC.

A country profile that organizes Taiwan's history, relations with China, major industries, the importance of the Taiwan Strait and semiconductor supply chain, and past statements and policy perceptions of the United States.

We will organize the total cost, land, building, contract, surrounding environment, and maintenance costs that you should check from a deployment perspective when purchasing a detached house in Japan.

A report aimed at beginners that illustrates how prices, wages, bonds, debt, foreign exchange, dollar-selling and yen-buying interventions are connected, with a focus on interest rate policy.

A practical brief that organizes important concepts of NewSQL/Distributed SQL, trends as of 2026, YugabyteDB's service system and interview questions.

A basic report that organizes philosophical ontology, knowledge representation, Semantic Web standards, knowledge graphs, and operational ontology in business AI.

A research report that reads Foundry, Ontology, AIP, and Apollo as operational AI platforms that include organizational decision-making and auditing.

An integrated report that connects the history of AI research, LLM, symbolic grounding, Ontology, Graphiti, and MCP to practical decisions for utilizing organizational knowledge.