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GIGANTIC: Humanoid Robots $100 Trillion+ (deep dive)

Questions to inspire discussion.

Data and Autonomy.

📊 Q: Why is vision data valuable in AI development? A: Vision data is worth more than zero if you can collect and process yataflops and yataflops of data, but worthless without collection capabilities, making the world’s visual data valuable for those who can collect and process it.

🚗 Q: How does solving autonomy relate to AI development? A: Solving autonomy is crucial and requires tons of real world data, which necessitates tons of robots collecting real world data in the real world, creating a cycle of data collection and AI improvement.

Company-Specific Opportunities.

🔋 Q: What advantage does Tesla have in developing humanoid robots? A: Tesla has essentially built the robot’s brain in their vehicles, allowing them to transplant this brain into humanoid robots, giving them a massive head start in development.

IBM and RIKEN Unveil First IBM Quantum System Two Outside of the U.S.

IBM & RIKEN unveiled the 1st IBM Quantum System Two ever to be deployed outside of the US & beyond an IBM Quantum Data Center. The availability of this system marks a milestone as the 1st quantum computer to be co-located w/RIKEN’s supercomputer Fugaku.

Tesla’s Monster Week: $29B + Robotaxi Boom

Tesla is poised for significant growth and expansion, driven by advancements in its Full Self-Driving technology, robotaxi initiatives, and strategic partnerships, which could lead to a major increase in its stock value ## ## Questions to inspire discussion.

Tesla’s FSD and Robotaxi Advancements.

🚗 Q: What major update is coming to Tesla’s Full Self-Driving (FSD) system? A: A new FSD model with 10x more parameters is expected to be ready for public release by the end of next month, offering a big leap forward in capabilities.

đŸ›Łïž Q: How much safer is Tesla’s FSD compared to human drivers? A: Tesla’s FSD is reported to be 10x safer than human drivers, with the new model expected to provide a magnitude increase in safety and features.

🚕 Q: How is Tesla’s Robotaxi service expanding? A: Tesla’s Robotaxi service is expanding rapidly, with the geofenced area in Austin quadrupled to 80 square miles in just 42 days, and ride-hailing launched in California.

Tesla’s Strategic Moves.

Tesla is Reportedly Opting for Packaging Services from Intel Foundry for Its Dojo Supercomputer, Getting the Chip Industry ‘Underdogs’ into Its Supply Chain

After Samsung Foundry, Intel has managed to win an order for Tesla’, as the company will now be responsible for packaging and testing.

Ultra-short RNA insertions offer scalable, cost-effective gene silencing for agriculture

A team of researchers from the Spanish National Research Council has made a significant advance in plant biotechnology by developing a new method for silencing genes. The novel technique uses ultra-short ribonucleic acid (RNA) sequences carried by genetically modified viruses to achieve genetic silencing, allowing the customization of plant traits. The work, published in the Plant Biotechnology Journal, opens up new avenues for crop improvement, functional genomics, and sustainable agriculture.

Viral vector technology involves modifying viruses, removing the genetic material that causes disease, to turn them into vehicles that carry the RNA sequence to be introduced into an organism. This technique, when applied to plants, has already proven effective under experimental conditions in inducing flowering and accelerating the development of improved crop varieties, modifying plant architecture to facilitate adaptation to mechanization, improving drought tolerance, and producing metabolites beneficial to human health, among other applications.

Now, the method developed by the CSIC, together with the Valencian University Institute for Research on the Conservation and Improvement of Agrodiversity (COMAV) and the Italian Department of Applications and Innovation in Supercomputing (Cineca), represents an optimization of technological platforms to accelerate the development and validation of agricultural applications based on viral vectors.

Simulations reveal surprising electron temperatures near M87 black hole’s event horizon

The first black hole images stunned the world in 2019, with headlines announcing evidence of a glowing doughnut-shaped object from the center of galaxy Messier 87 (M87 —55 million light years from Earth. Supercomputer simulations are now helping scientists sharpen their understanding about the environment beyond a black hole’s ‘shadow,’ material just outside its event horizon.

State of the art in fault-tolerant quantum computing

This report reviews the construction and potential use of FTQC (Fault Tolerant Quantum Computing) computers to reliably perform complex calculations by overcoming the problems posed by the errors and noise inherent in quantum systems.

After recalling the reality of the quantum advantage and its needs, the report describes the use of error-correcting codes in the design of FTQCi computers. It then reports on the progress of the five most advanced physical technologies in the world for building such computers and the obstacles they will have to face in order to achieve the transition to scale necessary for the execution of useful applications. Finally, it discusses the technical and economic environment for quantum computers, how their performance can be compared and evaluated, and their future coexistence with other computing technologies (3D silicon, AI) or with supercomputers.

From thousands of defects, one magnesium oxide qubit emerges as a quantum contender

Used as a versatile material in industry and health care, magnesium oxide may also be a good candidate for quantum technologies. Research led by the U.S. Department of Energy’s (DOE) Argonne National Laboratory and published in npj Computational Materials reveals a defect in the mineral that could be useful for quantum applications.

Researchers are exploring possible building blocks, known as qubits, for systems that could exploit . These systems could operate in various devices that may outperform classical supercomputers, form unhackable networks or detect the faintest signals.

Unlocking the potential of qubits for applications such as quantum computing, sensing and communications requires an understanding of materials on the atomic scale.

New quantum visualisation techniques could accelerate the arrival of

Scientists have been studying a fascinating material called uranium ditelluride (UTe₂), which becomes a superconductor at low temperatures.

Superconductors can carry electricity without any resistance, and UTe₂ is special because it might belong to a rare type called spin-triplet superconductors. These materials are not only resistant to magnetic fields but could also host exotic quantum states useful for future technologies.

However, one big mystery remained: what is the symmetry of UTe₂’s superconducting state? This symmetry determines how electrons pair up and move through the material. To solve this puzzle, researchers used a highly sensitive tool called a scanning tunneling microscope (STM) with a superconducting tip. They found unique signals—zero-energy surface states—that helped them compare different theoretical possibilities.

Their results suggest that UTe₂ is a nonchiral superconductor, meaning its electron pairs don’t have a preferred handedness (like left-or right-handedness). Instead, the data points to one of three possible symmetries (B₁ᔀ, B₂ᔀ, or B₃ᔀ), with B₃ᔀ being the most likely if electrons scatter in a particular way along one axis.

This discovery brings scientists closer to understanding UTe₂’s unusual superconducting behavior, which could one day help in designing more robust quantum materials.

UTe₂ currently operates at very low temperatures (~1.6 K), so raising its critical temperature is a major goal.

Scaling up production and integrating it into devices will require further material engineering.

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