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Web_Zenodo Repository_. 2026This paper develops the Ethics-by-World-Notions framework as an approach toward explicit evaluative cognition within artificial systems. Contemporary AI architectures primarily operate through semantic prediction and statistical approximation without explicitly representing the evaluative structures underlying normative behavior. The paper argues that transparent normativ…

My findings provide behavioral validation for the framework’s central claims: that emotional operators vary in activation strength, that entanglement constrains psychological agility, and that individuals exhibit predictable scaling patterns based on their operator architecture. This document does not try to convince you to take the Core Emotion Framework (CEF) as granted empirical approved, but …


Dr. Onur Bilgen, Associate Professor in the Department of Mechanical and Aerospace Engineering at Rutgers University. talks about the future of flapping wing drones, the role of smart materials in next-generation aircraft design, and how bioinspired engineering could influence the next wave of unmanned aviation innovation. Dr. Onur Bilgen is Associate Professor in the Department […] The post Sma…
npj Climate and Atmospheric Science, Published online: 25 May 2026; doi:10.1038/s41612-026-01439-z Towards a theoretical understanding of Arctic amplification dynamics

Long-running partnership with Saildrone aims to improve hurricane forecasting and rapid intensification models Saildrone announced plans to deploy 10 Saildrone Explorer unmanned surface vehicles (USVs) during the 2026 hurricane season in partnership with National Oceanic and Atmospheric Administration (NOAA). The mission will support hurricane forecasting and storm research across the Atlantic ba…
Hurricanes are among the most closely monitored weather events in the world. Modern forecasting technology allows meteorologists to track storms days before landfall, giving communities valuable time to prepare. But many people still wonder: How are hurricanes actually tracked? Why do forecasts change so often? And what do terms like “spaghetti models” and “cone of uncertainty” really mean? This …
Health workers responding to a rapidly spreading outbreak of a rare type of Ebola in eastern Congo face two kinds of threats.
Acta Pharmacologica Sinica, Published online: 25 May 2026; doi:10.1038/s41401-026-01806-9 Penfluridol directly targets PDPK1 to suppress AKT1 phosphorylation and stabilize CTR1, inducing cuproptosis in colorectal cancer
The Problem We Were Actually Solving At Veltrix, we're known for our real-time treasure hunts – a complex feature that involves querying a massive graph database, processing high-frequency event streams, and returning results in under 100ms. However, when we started to onboard more clients and scale our infrastructure, our operators consistently hit the same problem: configuring the system to han…
The Problem Every sysadmin has been there: you SSH into a server and wait... and wait... 10 seconds later, you finally get a prompt. It's one of those small annoyances that wears on you over time. I ran into this again last week while troubleshooting a production server. The delay wasn't there before, something had changed. Common Causes After digging into this enough times, I've found these usua…
Most n8n AI workflow tutorials end at "it worked in testing." The gap between a demo and a production system handling 10,000 items/day with real money on the line is where the interesting problems live. At Chronexa , we've built 50+ multi-agent workflows for fintech compliance teams, legal document processing, AI SDR engines, and RAG-powered research assistants. Here's what we've learned about ma…

Claude Code forgets everything between sessions. You explain your project, your architecture, your preferences and next session it's ground zero again. I spent 45 minutes setting this up manually. Debugging ports, copying tokens, configuring MCP servers by hand. Then days debugging the Smart Connections integration. So I built ObsiForge, one command that does all of it: obsiforge init --name mypr…
Director general of World Health Organization urges neighbouring countries to take immediate action The World Health Organization has warned that the Ebola outbreak is outpacing response efforts and countries neighbouring the Democratic Republic of Congo (DRC) are at high risk from the disease. “We are urgently scaling up operations, but at the moment the epidemic is outpacing us,” said the WHO’s…

DARPA has a plan to keep geosynchronous satellites going for years beyond their expiration date. The agency aims to test it with a mission launching as soon as this summer.
Radiochemistry and Radiopharmacy Solutions, more commonly known as RadCore, has launched an exciting new era of scientific possibility at Michigan State University, with several clinical trials underway fueled by the new central facility – the MSU Radiopharmacy. RadCore’s mission is to manufacture and transform raw radioisotopes into high-quality imaging and therapeutic agents for research studie…
From teaching classrooms to building a hands-on research culture, Tahsin Bennur from Rajiv Gandhi Institute of Information Technology & Biotechnology , Bharati Vidyapeeth Deemed to be University , shares her journey of mentoring students into independent thinkers. Set within a teaching-focused institution, this Journey of a Young Investigator (JOYI) 2026 piece highlights how inquiry, persistence,…
I built Statementory to review UCAS personal statements with AI. Score out of 100, line-by-line annotations, rewrites, improvement plan. The kind of feedback a good teacher gives you, available at 2am the night before the deadline. Here's what I learned building it solo. Everything flows from one constraint: the AI takes 5 minutes Claude processing a full personal statement and generating structu…
TL;DR: We needed to caption 1.2M reconstructed event-camera frames using vision-language models for auxiliary supervision. The first run died at 340K from Anthropic rate limits. Putting Bifrost in front of three VLM providers cut the rerun cost by 22% and finished in 9 hours. So, the thing is, when you work at a neuromorphic vision startup, your training data looks strange. At Prophesee we accumu…
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