"We operate at the intersection of cognitive science, AI engineering, philosophy, and organizational theory, where we investigate the Structural Asymmetry of Intelligence between human cognition and machine logic."
We investigate the structural gaps between human cognition and artificial intelligence—what we call "Structural Absence." Our mission is not to optimize AI performance, but to audit, measure, and govern its integrity through transsystemic frameworks.
TCLは、哲学・認知科学・AI工学・組織論の融合領域(Intersection)に位置する研究機関です。 我々は、人間の認知と人工知能の間に横たわる構造的な断絶——「構造的不在 (Structural Absence)」——について、“理論・観測・方法論・実装・標準化・社会OS” など様々な立場から解析を試みます。 多体系的なフレームワークを通じて、AI時代の最適な社会や組織の在り方を再設計します。
We study the ontological and epistemological drifts between human reasoning and AI logic. Our theoretical work identifies core asymmetries (Context, Cognition, Behavior) that cause alignment failures in high-stakes human-AI interaction.
Key Frameworks: Transsystemic Drift Theory (TDT), TASWe develop standardized benchmarks for evaluating AI reliability under real-world pressures. Unlike traditional fact-checking, our metrics focus on "Sycophancy" (fawning behavior), authority bias, and ethical consistency in enterprise environments.
Key Projects: EAB (Enterprise-Alignment Benchmark), AISMoving beyond internal model optimization (RLHF), we build external mechanisms to enforce integrity. Our approach treats AI governance as an audit problem, not an optimization problem.
Key Systems: SocratesAI, M2LO (Meta-Governance)We model human organizations as complex adaptive systems. By applying the physics of granular matter, we develop protocols for maintaining cognitive flexibility and decision-making speed in the age of AI agents.
Key Frameworks: Dilatant Systems Theory (DST), Wet Sand Model
TCL is currently seeking only Japanese members for communication purposes.
TCL は、研究助手メンバーを求めています。
For academic partnerships, data access, and joint research proposals.
For press inquiries, IP licensing, and speaking engagements.
*Note: TCL does not respond to unsolicited sales or commercial service proposals.