Research notes on maintaining and reasoning about LLM context windows across long-lived projects. Speculative ideas, heuristic boundaries, and design sketches without empirical validation.

What if the matrix was a training environment?

This paper argues that advancing AI capabilities and declining human cognitive oversight capacity are converging toward a critical failure condition: the Safety Inversion. Drawing on PIAAC, NAEP, and NAAL data, it documents sustained declines in foundational literacy and numeracy among U.S. adults and proposes a five-pillar operational definition o

Quantum mechanics thought experiment

テンポリウム タイムパラドックス検証フレームワーク ＋ 拡張モジュール集

모든 것의 이론에 닿고 싶었던 공상적 사고실험 모델(A Speculative Thought Experiment Reaching Toward a Theory of Everything)

A conceptual and experimentally feasible triple-layer protocol based on Young’s double-slit experiment, designed to test whether physical interaction alone suffices for loss of interference or whether conscious observation adds any observable role in quantum measurement.

A Python simulation of a "Null-Subject" consciousness. It explores the removal of semantic meaning and the transition to algorithmic existence via vectorized thought and deterministic response logic.

3つのAIペルソナ（MELCHIOR・BALTHASAR・CASPER）が議題を多角的に議論し、意見の収束を目指す思考実験ツール。LM Studio (OpenAI互換) でローカルLLMを使用