QSMOTE-PGM/kPGM: QSMOTE Based PGM and kPGM for Imbalanced Dataset Classification
arXiv:2512.16960v1 Announce Type: new
Abstract: Quantum-inspired machine learning (QiML) leverages mathematical frameworks from quantum theory to enhance classical algorithms, with particular emphasis on inner product structures in high-dimensional feature spaces. Among the prominent approaches, th...
Compression is Routing: Reconstruction Error as an Intrinsic Signal for Modular Language Models
arXiv:2512.16963v1 Announce Type: new
Abstract: Current Large Language Models (LLMs) face three major challenges: context length limitations, high inference costs, and catastrophic forgetting during continual learning. While Mixture-of-Experts (MoE) architectures mitigate some of these conflicts, t...
Physics-Informed Lightweight Machine Learning for Aviation Visibility Nowcasting Across Multiple Climatic Regimes
arXiv:2512.16967v1 Announce Type: new
Abstract: Short-term prediction (nowcasting) of low-visibility and precipitation events is critical for aviation safety and operational efficiency. Current operational approaches rely on computationally intensive numerical weather prediction guidance and human-...
One in a million: celebrating the customers shaping AI’s future
More than one million customers around the world now use OpenAI to empower their teams and unlock new opportunities. This post highlights how companies like PayPal, Virgin Atlantic, BBVA, Cisco, Moderna, and Canva are transforming the way work gets done with AI.
Continuously hardening ChatGPT Atlas against prompt injection
OpenAI is strengthening ChatGPT Atlas against prompt injection attacks using automated red teaming trained with reinforcement learning. This proactive discover-and-patch loop helps identify novel exploits early and harden the browser agent’s defenses as AI becomes more agentic.
The Rise of Personal AI Agents: What They May Actually Do for You in 2026
Personal AI agents are becoming more capable and more accessible, but not everyone will use them the same way. This article explains what these agents are, how they might fit into everyday life, and what to consider before adopting them.
Agent autonomy without guardrails is an SRE nightmare
João Freitas is GM and VP of engineering for AI and automation at PagerDutyAs AI use continues to evolve in large organizations, leaders are increasingly seeking the next development that will yield major ROI. The latest wave of this ongoing trend is the adoption of AI agents. However, as with any n...
MCP is a key enabler into turning your LLM into an agent by providing it with tools to retrieve real-time information or perform actions.
In this deep dive we cover how MCP works, when to use it, and what to watch out for.
The post Tools for Your LLM: a Deep Dive into MCP appeared first on Towards D...
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A new tool is revealing the invisible networks inside cancer
Spanish researchers have created a powerful new open-source tool that helps uncover the hidden genetic networks driving cancer. Called RNACOREX, the software can analyze thousands of molecular interactions at once, revealing how genes communicate inside tumors and how those signals relate to patient...
New York Governor Kathy Hochul signs RAISE Act to regulate AI safety
The bill will require large AI developers to publish information about their safety protocols and report safety incidents to the state within 72 hours.
The average human IQ is 100. Statistical fact – not an insult. For decades, that number has quietly defined what we meant by “normal intelligence.” But in 2025, something strange is happening. Machines with no consciousness, no emotions, and no lived experience are now scoring higher than humans on ...
Gemini isn’t replacing Google Assistant on Android just yet
Google isn't quite ready to replace Assistant with Gemini on Android devices. The company said on Friday that it will "continue our work to upgrade Assistant users to Gemini on mobile devices into 2026," instead of its original plans to make the switch by the end of 2025. "We're adjusting our previo...
Google sues web scraper for sucking up search results ‘at an astonishing scale’
Google has filed a lawsuit against SerpApi, a company that offers tools to scrape content on the web, including Google's search results. SerpApi is accused of violating the Copyright Act by using "deceptive means" to automatically access and take Google's search results "at an astonishing scale" bef...
Hardware’s brutal week: iRobot, Luminar, and Rad Power go bankrupt
The hardware world had a brutal week, with iRobot, Luminar, and Rad Power Bikes all filing for bankruptcy. Each company faces its own mix of tariff pressures, supply chain issues, and shifting markets, but together they tell a larger story about the challenges of building physical products in an er...
OpenAI adds new teen safety rules to ChatGPT as lawmakers weigh AI standards for minors
OpenAI updated its guidelines for how its AI models should behave with users under 18, and published new AI literacy resources for teens and parents. Still, questions remain about how well policies translate into practice....
Agentic AI Swarm Optimization using Artificial Bee Colonization (ABC)
Using Agentic AI prompts with the Artificial Bee Colony algorithm to enhance unsupervised clustering and optimization workflows.
The post Agentic AI Swarm Optimization using Artificial Bee Colonization (ABC) appeared first on Towards Data Science....
Rapid advances in AI and robotics are set to become both powerful tools for police and potent weapons for criminals, a 48-page report from pan-European police agency Europol argues. Earlier this month, Europol's Innovation Lab published "The Unmanned Future(s): The impact of robotics and unmanned sy...