AI Quantum Intelligence & Pic of the week (2025&12&19)
Visualizing the "AI Orchestrator" concept of 2025. This image depicts the synergy between human creativity and autonomous AI agents. It highlights key 2025 trends including agentic workflows, multimodal interfaces, and sustainable AI energy consumption in a futuristic, biophilic office setting.
The AI data center build-out, as it currently stands, is dependent on two things: Nvidia chips and borrowed money. Perhaps it was inevitable that people would begin using Nvidia chips to borrow money. As the craze has gone on, I have begun to worry about the weaknesses of the AI data center boom; lo...
What Happens When You Build an LLM Using Only 1s and 0s
An LLM that's 41× more efficient and 9× faster than today's standard models
The post What Happens When You Build an LLM Using Only 1s and 0s appeared first on Towards Data Science.
This AI finds simple rules where humans see only chaos
A new AI developed at Duke University can uncover simple, readable rules behind extremely complex systems. It studies how systems evolve over time and reduces thousands of variables into compact equations that still capture real behavior. The method works across physics, engineering, climate science...
BIONIX: A Wireless, Low-Cost Prosthetic Arm with Dual-Signal EEG and EMG Control
arXiv:2512.16929v1 Announce Type: new
Abstract: Affordable upper-limb prostheses often lack intuitive control systems, limiting functionality and accessibility for amputees in low-resource settings. This project presents a low-cost, dual-mode neuro-muscular control system integrating electroencepha...
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...