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Oct 29, 2024

Lecture Series in AI: “How Could Machines Reach Human-Level Intelligence?” by Yann LeCun

Posted by in category: robotics/AI

ABOUT THE LECTURE
Animals and humans understand the physical world, have common sense, possess a persistent memory, can reason, and can plan complex sequences of subgoals and actions. These essential characteristics of intelligent behavior are still beyond the capabilities of today’s most powerful AI architectures, such as Auto-Regressive LLMs.

I will present a cognitive architecture that may constitute a path towards human-level AI. The centerpiece of the architecture is a predictive world model that allows the system to predict the consequences of its actions. and to plan sequences of actions that that fulfill a set of objectives. The objectives may include guardrails that guarantee the system’s controllability and safety. The world model employs a Joint Embedding Predictive Architecture (JEPA) trained with self-supervised learning, largely by observation.

Continue reading “Lecture Series in AI: ‘How Could Machines Reach Human-Level Intelligence?’ by Yann LeCun” »

Oct 29, 2024

Laboratory simulation finds smaller nanoparticles are subject to enhanced agglomeration in gastrointestinal tract

Posted by in categories: biotech/medical, nanotechnology

In a laboratory set-up simulating the human stomach and intestine, researchers at the University of Amsterdam have explored the fate of plastic nanoparticles during gastrointestinal digestion. In their paper published in the October issue of Chemosphere, they report how a range of model plastic nanoparticles interact with digestive enzymes and form agglomerates.

Oct 29, 2024

Scientists transport protons in truck, paving way for antimatter delivery

Posted by in categories: particle physics, transportation

The BASE experiment aims to answer this question by precisely measuring the properties of antiprotons, such as their intrinsic magnetic moment, and then comparing these measurements with those taken with protons. However, the precision the experiment can achieve is limited by its location.

“The accelerator equipment in the AD hall generates magnetic field fluctuations that limit how far we can push our precision measurements,” said BASE spokesperson Stefan Ulmer. “If we want to get an even deeper understanding of the fundamental properties of antiprotons, we need to move out.”

This is where BASE-STEP comes in. The goal is to trap antiprotons and then transfer them to a facility where scientists can study them with a greater precision. To be able to do this, they need a device that is small enough to be loaded onto a truck and can resist the bumps and vibrations that are inevitable during ground transport.

Oct 29, 2024

Dr Tina Ipe, MD — CEO, Regen Med Clinic — The Future Of Therapeutic Apheresis & Transfusion Medicine

Posted by in categories: biotech/medical, finance, life extension

The future of therapeutic apheresis & transfusion medicine — dr. tina ipe, MD, MPH — CEO, regen med clinic.


Dr. Tina Ipe, MD, MPH is Chief Executive Officer at Regen Med Clinic (https://www.regenmed.vip/), a medical practice which provides multi-specialty infusions, cutting-edge treatments such as therapeutic apheresis (plasmapheresis and collections), as well as novel aesthetic treatments, for patients with a variety chronic illnesses.

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Oct 29, 2024

Supercharge Your AI Chatbot with Interactive Visualizations Using Chart.js

Posted by in category: robotics/AI

Image generated by Microsoft Designer Learn how you can use AI to add interactive charts to your chat experiences.

Oct 29, 2024

New Method Revolutionizes Quantum Information Transfer Across Wavelengths

Posted by in categories: innovation, quantum physics

A recent breakthrough in frequency conversion has achieved substantial bandwidth, opening new possibilities for more efficient quantum information transfer and advanced integrated photonic systems.

Advancements in quantum information technology are enabling faster and more efficient data transfer. A major challenge, however, lies in transferring qubits—the fundamental units of quantum information—across different wavelengths while preserving their crucial properties, such as coherence and entanglement.

As reported in Advanced Photonics, researchers from Shanghai Jiao Tong University (SJTU) recently made significant strides in this area by developing a novel method for broadband frequency conversion, a crucial step for future quantum networks.

Oct 29, 2024

New camera lets us see the colors of the world through the eyes of animals

Posted by in categories: electronics, innovation

A new camera system is making it possible for humans to see colors in the way animals do, opening up a vivid new perspective on the natural world.

Led by researcher Vera Vasas, who has spent years studying animal vision, this innovative project is changing how we understand what animals actually see.

In collaboration with colleagues from the Hanley Color Lab at George Mason University, Vasas has developed a tool that lets us experience the world through the eyes of different species.

Oct 29, 2024

Britain to axe up to 1.5m lampposts — see how it would look

Posted by in category: futurism

How much light do we really need at night for urban traffic, life? are we more secure with more light? or have we put too much?


Street lights across the country, particularly in rural areas, may be replaced with cleaner alternatives to cut a £3bn bill.

Oct 29, 2024

The Floquet Fluxonium Molecule: Driving Down Dephasing in Coupled Superconducting Qubits

Posted by in categories: energy, quantum physics

Here we propose a novel protected erasure qubit, the Floquet fluxonium molecule (FFM). The FFM qubit exhibits (i) extremely long predicted logical coherence times and relatively long erasure lifetimes, (ii) a simple superconducting circuit structure, and (iii) high-fidelity single-qubit gates, which are much faster than the coherence timescale. Based on a Floquet-driven pair of inductively coupled fluxonium circuits [13–15], the FFM is a multi-DOF superconducting circuit with engineered, highly coherent quasieigenstates.

Our key technical contribution is a novel form of Floquet protection in a multi-DOF qubit, which strongly suppresses phase-flip errors, removing them at first and second order in the flux noise. The combination of drive and multi-DOF allows the low-lying eigenstates to be disjoint and delocalized with a nonvanishing energy gap. The second-order sweet spot has no analogue in the single-DOF circuits that have been studied thus far [16–18]; in fact, in single-DOF circuits there is a generic trade-off between bit-and phase-flip errors arising from the inability to keep two eigenstates simultaneously disjoint and flux delocalized using accessible circuit QED Hamiltonians [19].

The higher-order phase-flip insensitivity allow the predicted coherence time of the FFM qubit to significantly outperform other multi-DOF circuits. These include the following: the dual-rail erasure transmon, with experimentally achieved logical lifetimes of approximately ms and erasure lifetimes of approximately [12]; the dual-rail cavity, with logical lifetimes predicted [10] (achieved [11]) at approximately ms (3 ms), limited by cavity and ancilla dephasing, and erasure lifetimes of approximately in both cases; and the cold echo qubit, with predicted logical lifetime of ms with erasure rates unreported [8]. Theoretically, we find the FFM exhibits long bit-flip coherence times of approximately 50 ms while suppressing phase flips even further, along with a 500-erasure lifetime.

Oct 29, 2024

Fingernail-sized super-flexible robot can aid in rescue ops

Posted by in categories: futurism, robotics/AI

Inspired by the external skeleton of a spider, the robot leg is more flexible than conventional robots.


A small robot that resembles a spider’s leg has been developed by engineers at the University of Tartu. Inspired by nature, the fingernail-long leg is more flexible than conventional robots.

Its dexterous movements are expected to help people rescued from rubble and other danger zones in the future.

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