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Atomic ‘CT scan’ reveals how gallium boosts fuel cell catalyst durability

Hydrogen fuel cell vehicles have long been hailed as the future of clean mobility: cars that emit nothing but water while delivering high efficiency and power density. Yet a stubborn obstacle remains. The heart of the fuel cell, the platinum-based catalyst, is both expensive and prone to degradation. Over time, the catalyst deteriorates during operation, forcing frequent replacements and keeping hydrogen vehicles costly.

Understanding why and how these catalysts degrade at the atomic level is a longstanding challenge in catalysis research. Without this knowledge, designing truly durable and affordable fuel cells for mass adoption remains out of reach.

Now, a team led by Professor Yongsoo Yang of the Department of Physics at KAIST (Korea Advanced Institute of Science and Technology), in collaboration with Professor Eun-Ae Cho of KAIST’s Department of Materials Science and Engineering, researchers at Stanford University and the Lawrence Berkeley National Laboratory, has successfully tracked the three-dimensional change of individual atoms inside fuel cell catalysts during thousands of operating cycles. The results provide unprecedented insight into the atomic-scale degradation mechanisms of platinum-nickel (PtNi) catalysts, and demonstrate how gallium (Ga) doping dramatically improves both their performance and durability.

Elon Musk: Robotaxis Will Replace Personal Cars, Not Just Uber

Questions to inspire discussion.

🧠 Q: How does Tesla’s upcoming AI chip compare to the current one? A: Tesla’s AI5 chip will be 40 times better than the current AI4 chip, which is already capable of achieving self-driving safety at least 2–3 times that of a human.

💰 Q: What is the expected pricing for Tesla’s robotaxi service? A: Tesla’s robotaxi service is projected to cost $2 per mile at launch, which is cheaper than Uber rides in high-cost areas like Seattle.

Impact on Transportation.

🚘 Q: How will robotaxis affect car ownership? A: Robotaxis are expected to become a viable alternative to car ownership, especially when prices reach $1 per mile, making them cheaper than options like airport parking.

💼 Q: How does Tesla’s robotaxi cost compare to competitors? A: Tesla’s robotaxi can be built and deployed for half the cost of competitors like Whim, potentially offering more competitive pricing.

From noise to power: A symmetric ratchet motor discovery

Vibrations are everywhere—from the hum of machinery to the rumble of transport systems. Usually, these random motions are wasted and dissipated without producing any usable work.

Recently, scientists have been fascinated by “ratchet systems,” which are that rectify chaotic vibrations into directional motion. In biology, molecular motors achieve this feat within living cells to drive the essential processes by converting random molecular collisions into purposeful motions. However, at a large scale, these ratchet systems have always relied on built-in asymmetry, such as gears or uneven surfaces.

Moving beyond this reliance on asymmetry, a team of researchers led by Ms. Miku Hatatani, a Ph.D. student at the Graduate School of Science and Engineering, along with Mr. Junpei Oguni, graduate school alumnus at the Graduate School of Science and Engineering, Professor Daigo Yamamoto and Professor Akihisa Shioi from the Department of Chemical Engineering and Materials Science at Doshisha University, demonstrate the world’s first symmetric ratchet motor.

Tesla’s EPIC Megapack Keynote (full replay) — “Megablock” Is HERE

Questions to inspire discussion.

Technical Specifications.

📏 Q: What are the physical characteristics of the Megapack 3? A: Megapack 3 features a 28-foot long enclosure that can be shipped globally, with 78% fewer connections in the thermal bay, and incorporates a larger battery module and larger cell leveraging the latest cell technology.

⚡ Q: What is the total usable energy capacity of Megapack 3? A: Tesla’s Megapack 3 is designed for 20 megawatt hours of usable AC energy, providing significant storage capacity for large-scale energy projects.

Installation and Efficiency.

🔧 Q: How does Megapack 3 improve installation efficiency? A: Megapack 3 eliminates above-ground cabling and features 78% fewer connections in the thermal bay, significantly streamlining the installation process and reducing potential points of failure.

Tesla Robotaxi Already a Monster Hit

Questions to inspire discussion.

Autonomous Driving Development.

🔄 Q: What version of the Robotaxi software is Tesla currently working on? A: Tesla’s autonomy team is focused on version 14, which will be merged with the public release for consumer vehicles.

🛣️ Q: How is Tesla approaching the expansion of its Robotaxi service area? A: Tesla is taking a cautious approach, prioritizing data collection and safety over rapid expansion.

👀 Q: Are Tesla’s Robotaxis currently fully autonomous? A: The service is currently supervised by a human driver, with the goal of eventually removing the safety monitor for fully autonomous operation.

Future Plans and Strategies.

Elon’s Tesla AI Update (everything hinges on this)

Elon Musk’s future success with Tesla, potentially leading to a valuation of $8.5 trillion, is contingent upon the company’s advancements in AI chip development and deployment of autonomous vehicles and robots.

Questions to inspire discussion.

Tesla’s AI Chip Development.
🖥️ Q: What is Tesla’s new focus for AI chip development? A: Tesla is ending Dojo and concentrating all silicon talent on creating a single, powerful chip called AI6, aiming to make it the best AI chip by far.

Elon’s Cryptic Post Sparks Big Questions

Questions to inspire discussion.

🌐 Q: What distinguishes embedded AI from language models like ChatGPT? A: Embedded AI interacts with the real world, while LLMs (Large Language Models) primarily answer questions based on trained information.

Chip Production and Supply.

💻 Q: What are Samsung’s plans for chip production in Texas? A: Samsung’s new Texas chip plant will produce 2nm chips with 16,000 wafers/month by the end of 2024, boosted by a $16B Tesla deal.

🔧 Q: How will the Samsung-Tesla deal impact Tesla’s chip supply? A: The deal will significantly boost Tesla’s chip supply, producing 17,000 wafers per month of 2 nanometer chips reserved solely for Tesla.

AI Infrastructure and Applications.

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