Looking for others interested in both Psych and RL. Been working on what was meant to be a basic human model, turned into what could be a better understanding of humans in general. Please let me know what you think: https://narquie.substack.com/p/modeling-a-human-through-reinforcement submitted by /u/EdgarKafka [link] [comments]
Precise interference detection and identification are crucial for enhancing the survivability of communication systems in non-cooperative wireless environments. While deep learning (DL) has advanced this field, existing single-task learning (STL) approaches neglect inherent task correlations. Furthermore, emerging multi-task learning (MTL) methods often lack a theoretical foundation for quantifying and modeling task relationships. To bridge this gap, we establish a theoretically grounded MTL framework for joint interference detection, modulation identification, and interference identification. First, we derive an upper bound […]
arXiv:2509.19929v3 Announce Type: replace Abstract: Uncertainty Quantification (UQ) is paramount for inference in engineering. A common inference task is to recover full-field information of physical systems from a small number of noisy observations, a usually highly ill-posed problem. Sharing information from multiple distinct yet related physical systems can alleviate this ill-posedness. Critically, engineering systems often have complicated variable geometries prohibiting the use of standard multi-system Bayesian UQ. In this work, we introduce Geometric Autoencoders for Bayesian Inversion (GABI), […]
The Air-Gapped Chronicles: The SOC Blindspot — When Your Own AI Becomes the New Insider Threat Benchmarks passed. Production looked clean. Then the AI started explaining away real intrusions. The alerts it suppressed? Those were the breach. The scenario below is fictional, but built from real SOC AI failure patterns documented by Sygnia, OWASP, and academic research on LLM-powered security operations. The graveyard shift SOC analyst pulled up ticket #47291 at 2:14 AM. Alert: Suspicious PowerShell execution, svchost.exe spawned child process AI Summary: […]
:::info Astounding Stories of Super-Science July, 2008, by Astounding Stories is part of HackerNoon’s Book Blog Post series. You can jump to any chapter in this book here. The Call of the Wild – Who Has Won to Mastership Astounding Stories of Super-Science July 2008: The Call of the Wild – Who Has Won to Mastership By Jack London ::: “Eh? Wot I say? I spik true w’en I say dat Buck two devils.” This was François’s speech next […]
This paper presents an analysis of the number of zeros in the binary representation of natural numbers. The primary method of analysis involves the use of the concept of the fractional part of a number, which naturally emerges in the determination of binary representation. This idea is grounded in the fundamental property of the Riemann zeta function, constructed using the fractional part of a number. Understanding that the ratio between the fractional and integer parts of a number, […]
The systematic construction of expansive fictional universes, known as worldbuilding, faces significant challenges in maintaining long-range structural consistency, particularly within generative AI architectures prone to “ontological drift”. This paper introduces WorldPT, a novel framework and dataset that formalizes worldbuilding through Directed Multilayer Attributed Graphs. By implementing a Grounding Directionality Axiom and a hexapartite layering system (Structural, Causal, Temporal, Social, Ontological, and Symbolic), we transition from unstructured text-centric models to machine-verifiable narrative structures. The dataset is uniquely curated in […]
Crypto dropped 8% Saturday night. By Sunday morning, it had recovered most of the move. As I write this, prices are approaching pre-crisis levels. The catalyst? U.S. and Israeli strikes killed Iran’s Supreme Leader Khamenei. Iran retaliated against 27 American bases, hit Tel Aviv, and launched missiles at Gulf states. A regional war erupted in real-time. And markets… shrugged? Not quite. But the mechanics of what happened reveal something most traders never understand about how price actually moves. […]
Last month, Discord quickly backpedaled after it announced that an age-verification system would roll out globally. Discord’s reversal followed a widespread user backlash, which also intensified scrutiny of the platform’s age-check partners. Suddenly, these often-overlooked players in the “age-assurance” ecosystem had to defend their tech or risk losing major contracts. The whole saga shined a harsh spotlight on the current problems with age-verification tech—and on the technical solutions aiming to make the whole process both secure and private. Read full […]
Emotion recognition from multi-modal physiological and behavioral signals plays a pivotal role in affective computing, yet most existing models remain constrained to the prediction of singular emotions in controlled laboratory settings. Real-world human emotional experiences, by contrast, are often characterized by the simultaneous presence of multiple affective states, spurring recent interest in mixed emotion recognition as an emotion distribution learning problem. Current approaches, however, often neglect the valence consistency and structured correlations inherent among coexisting emotions. To address […]