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Shrinking materials hold big potential for smart devices, researchers say

Wearable electronics could be more wearable, according to a research team at Penn State. The researchers have developed a scalable, versatile approach to designing and fabricating wireless, internet-enabled electronic systems that can better adapt to 3D surfaces, like the human body or common household items, paving the path for more precise health monitoring or household automation, such as a smart recliner that can monitor and correct poor sitting habits to improve circulation and prevent long-term problems.

The method, detailed in Science Advances, involves printing liquid metal patterns onto heat-shrinkable polymer substrates—otherwise known as the common childhood craft “Shrinky Dinks.” According to team lead Huanyu “Larry” Cheng, James L. Henderson, Jr. Memorial Associate Professor of Engineering Science and Mechanics in the College of Engineering, the potentially low-cost way to create customizable, shape-conforming electronics that can connect to the internet could make the broad applications of such devices more accessible.

“We see significant potential for this approach in biomedical uses or wearable technologies,” Cheng said, noting that the field is projected to reach $186.14 billion by 2030. “However, one significant barrier for the sector is finding a way to manufacture an easy-to-customize device that can be applied to freestanding, freeform surfaces and communicate wirelessly. Our method solves that.”

Eve Poole on Robot Souls, Junk Code and the Future of AI

Are we building AI that enhances humanity or a master race of beautifully optimized psychopaths?

My latest Singularity. FM conversation with Dr. Eve Poole goes straight to the nerve:

What makes us human, and what happens when we leave that out of our machines?

Eve argues that the very things Silicon Valley dismisses as “junk code”—our emotions, intuition, uncertainty, meaning-making, story, conscience, even our mistakes—aren’t flaws in our design. They’re the *reason* our species survived. And we’re coding almost none of it into AI.

The result? Systems with immense intelligence but no soul, no context, no humanity—and therefore, no reason to value us.

In this wide-ranging conversation, we dig into:

🔹 Why the real hallmarks of humanity aren’t IQ but junk code 🔹 Consciousness, soul, and the limits of rationalist AI thinking 🔹 Theology, capitalism & tech: how we ended up copying the wrong parts of ourselves 🔹 Why “alignment” is really a parenting challenge, not a control problem 🔹 What Tolkien, u-catastrophe, and ancient stories can teach us about surviving the future 🔹 Why programming in humanity isn’t for AI’s sake—it’s for ours.

All-In’s 2026 Predictions

Questions to inspire discussion.

💰 Q: What would California’s wealth tax cost super voting shareholders like Larry Page and Sergey Brin? A: The tax multiplies voting ownership percentage by market cap to value super voting shares, resulting in a punitive tax rate of up to 50% on net worth for founders with control premiums.

🏃 Q: How much wealth could leave California if the asset seizure tax passes? A: An estimated half a trillion dollars in net worth could exit the state, creating severe budget implications for California’s social programs and general budget.

📊 Q: What should entrepreneurs do to prepare for potential wealth taxes on unrealized gains? A: Maintain a liquid safety net to cover tax bills on unrealized gains, though this is impossible to plan for if stock values later decline and bankrupt the company.

2026 Business Opportunities.

🤖 Q: Which company will become the first with more robots than humans? A: Amazon is predicted to become the first company with more robots than humans driving its bottom line by 2026 as they deploy robots while keeping human hiring flat.

Ireland recalls almost 13,000 passports over missing ‘IRL’ code

Ireland’s Department of Foreign Affairs has recalled nearly 13,000 passports after a software update caused a printing defect.

The printing error makes the documents non-compliant with international travel standards and potentially unreadable at automated border gates.

The 2026 Timeline: AGI Arrival, Safety Concerns, Robotaxi Fleets & Hyperscaler Timelines | 221

The 2026 Timeline: AGI Arrival, Safety Concerns, Robotaxi Fleets & Hyperscaler Timelines ## The rapid advancement of AI and related technologies is expected to bring about a transformative turning point in human history by 2026, making traditional measures of economic growth, such as GDP, obsolete and requiring new metrics to track progress ## ## Questions to inspire discussion.

Measuring and Defining AGI

🤖 Q: How should we rigorously define and measure AGI capabilities? A: Use benchmarks to quantify specific capabilities rather than debating terminology, enabling clear communication about what AGI can actually do across multiple domains like marine biology, accounting, and art simultaneously.

🧠 Q: What makes AGI fundamentally different from human intelligence? A: AGI represents a complementary, orthogonal form of intelligence to human intelligence, not replicative, with potential to find cross-domain insights by combining expertise across fields humans typically can’t master simultaneously.

📊 Q: How can we measure AI self-awareness and moral status? A: Apply personhood benchmarks that quantify AI models’ self-awareness and requirements for moral treatment, with Opus 4.5 currently being state-of-the-art on these metrics for rigorous comparison across models.

AI Capabilities and Risks.

The 6 Steps to Reach the Singularity. Ep #114

The 6 steps to reach the singularity.

## The technological singularity, a point where AI surpasses human intelligence, is predicted to occur by 2045 and will profoundly transform humanity, requiring proactive adaptation and integration of AI into daily life ## ## Questions to inspire discussion.

Advancing AI and Machine Learning.

🧠 Q: How can we progress towards autonomous machine learning? A: Shift from supervised to unsupervised learning, enabling AI to identify patterns and make predictions without labeled data, thus advancing towards independent learning and improvement.

🤖 Q: What is the significance of achieving Artificial General Intelligence (AGI)? A: AGI represents the pinnacle of AI development, capable of matching or surpassing human-level intelligence across various domains, potentially leading to an unprecedented technological growth boom.

🧬 Q: What are initial steps towards neural augmentation? A: Develop brain-interfacing technologies to enhance specific aspects of human cognition, such as implants or non-invasive devices for improving memory, processing speed, or sensory perception.

AGI Just Arrived, And We Didn’t Notice!

Artificial General Intelligence (AGI) may have been achieved with recent AI models, marking a significant shift in AI capabilities that could revolutionize industries and potentially make human cognitive labor obsolete ## Questions to inspire discussion.

Getting Started with AI Agents.

🤖 Q: How can I start using Claude Opus 4.5 for autonomous coding overnight?

A: Use the Ralph Wigum harness (open-source scaffolding tool) that wraps around Claude Opus 4.5, requiring only basic setup knowledge to enable the AI to autonomously develop code while you sleep, with a simplified user interface expected to launch soon that will make setup even easier.

Understanding Current AGI Capabilities.

🎯 Q: What does AGI arrival actually mean for my work bottlenecks?

Navigating the Deep Tech Industrial Revolution

Podcast with Chuck Brooks, Adjunct Professor at Georgetown University and President of Brooks Consulting International — Quantum Computing Report.


Overview In this episode of The Quantum Spin by HKA, host Veronica Combs discusses the intersections of quantum technology and cybersecurity with Chuck Brooks, an adjunct professor at Georgetown University and the president of Brooks Consulting International. Chuck discusses how the evolution of technology, particularly AI and quantum computing, has dramatically transformed cybersecurity. The conversation also touches on the role of CISOs, the integration of new technologies, and the importance of ongoing education and adaptation in the face of rapidly changing technologies. 00:00 Introduction to Quantum Spin Podcast00:34 Guest Introduction: Chuck Brooks00:46 Chuck Brooks’ Career […].

AI Model for Imaging-Based Extranodal Extension Detection in Human HPV-Positive Oropharyngeal Cancer

An AI-powered pipeline accurately classified imaging-based extranodal extension from CT scans in HPV-positive oropharyngeal carcinoma and predicted worse oncologic outcomes, outperforming expert radiologist assessment and offering a promising prognostic tool for clinical decision-making.


Question Can an artificial intelligence (AI)−driven model predict imaging-based extranodal extension (iENE) and oncologic outcomes from pretreatment computed tomography scans of patients with human papillomavirus (HPV)−positive oropharyngeal squamous cell carcinoma (OPSCC)?

Findings In this single-center cohort study of 397 patients with HPV-positive cN+ OPSCC, an automated pipeline integrating lymph node segmentation and iENE classification achieved an area under the receiver operating characteristic curve of 0.81. AI-predicted iENE was significantly associated with worse distant failure, recurrence-free survival, and overall survival, and outperformed expert radiologist assessment.

Meaning These findings suggest that automated iENE detection using AI models may offer a powerful prognostic tool to complement clinical decision-making in HPV-positive OPSCC and extend iENE interpretation capabilities to centers that lack specialized radiologists.

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