Blockchain Knows What Happened. Causal Models Know Why — and What Comes Next

Terra/Luna, Celsius, FTX — was, at its root, a failure of causal understanding. The protocols knew their current state. They had no model of how that state would propagate under stress. When the ...

Why AI Governance Frameworks Are Failing — and What a Causal Model Does Differently

Every major consultancy is selling an AI governance framework right now. The market is crowded: maturity models, policy ...
Gematsu

Causal Loop launches April 23 for PS5, Xbox Series, and PC

Causal Loop, a narrative puzzle game that blends “mind-bending mechanics” with a science-fiction story about time, ...
Nature

Predicting causal effects in large-scale systems from observational data

Understanding cause-effect relationships between variables is of primary interest in many fields of science. The standard method for determining such relationships uses randomized controlled ...
Frontiers

Non-invasive brain stimulation as a causal tool to map and modulate hippocampal–cortical circuits

Recent research has shown that non-invasive brain stimulation (NIBS), transcranial magnetic stimulation (TMS) in particular, can modulate core memory ...
eLife

REM sleep prefrontal high-frequency oscillation chains mediate distinct cortical – hippocampal reactivation patterns compared to NREM sleep

REM (rapid eye movement) and non-REM (NREM) sleep stages contribute to systems memory consolidation in hippocampal-cortical circuits. However, the physiological mechanisms underlying REM memory ...
eLife

Speech is defined by theta-gamma coupled acoustic rhythms, mapped onto segregated populations in human early auditory cortex

This manuscript presents important findings that challenge traditional models of speech processing by demonstrating that theta-gamma phase-amplitude coupling in the auditory cortex is primarily a ...
IEEE

RL-ACID: Reinforcement Learning-Optimized Adaptive Causal Discovery for Robust Anomaly Detection in Industrial Systems

Abstract: Anomaly detection is essential for the security of industrial control systems. However, dynamic operating conditions introduce nonstationarity and time-varying causal structures, degrading ...